Complex Event Analysis - Report 2020/03/17

Momentum supporting factors

(energy, hydropower, solar)

(energy, paul_denholm, solar)

(energy, los_angeles, solar)

(energy, lithium-ion, solar-plus-storage)

(energy, lithium-ion, megawatts)

Challenge supporting factors

(hydropower, nrel)

(nrel, waterpower)

Work-in-progress supporting factors

(energy, hydropower, technology)

(energy, hydropower, technologies)

(energy, technologies, technology)

(energy, nrel, technology)

(energy, technology)

(nrel, technology)

(energy, lithium-ion, technologies)

(energy, hydropower, united_states)

(energy, hydropower, pumped-storage)

(energy, hydropower, worldwide)

Complex Event Time Series Summary - REPORT

Time Period	Challenge	Momentum	WIP
Report 2020/03/17	0.33	12.60	87.07

High Level Abstraction (HLA) combined

High Level Abstraction (HLA)	Report 2020/03/17
(1) (energy,hydropower,technology)	100.00
(2) (energy,hydropower,technologies)	87.85
(3) (energy,technologies,technology)	76.01
(4) (energy,nrel,technology)	47.79
(5) (energy,technology)	45.20
(6) (nrel,technology)	45.03
(7) (energy,lithium-ion,technologies)	41.83
(8) (energy,hydropower,united_states)	40.93
(9) (energy,hydropower,solar)	39.92
(10) (energy,hydropower,pumped-storage)	39.81
(11) (energy,hydropower,worldwide)	38.53
(12) (energy,hydropower,summer)	37.38
(13) (energy,summer,technologies)	35.62
(14) (energy,hydropower,southern_california_gas_company)	35.02
(15) (energy,nrel,southern_california_gas_company)	33.41
(16) (energy,southern_california_gas_company,technologies)	32.00
(17) (energy,lithium-ion,technology)	31.04
(18) (energy,nrel,power-to-gas)	28.64
(19) (energy,lithium-ion,performance)	26.29
(20) (energy,performance,technologies)	24.86
(21) (energy,nrel,partnership)	23.80
(22) (energy,partnership,technologies)	22.42
(23) (energy,opportunities,technologies)	21.25
(24) (energy,solar,united_states)	17.60
(25) (energy,united_states)	16.28
(26) (energy,renewables)	15.89
(27) (energy,renewables,solar)	14.07
(28) (energy,paul_denholm,solar)	12.93
(29) (energy,nrel,solar)	11.84
(30) (energy,los_angeles,solar)	10.64
(31) (energy,lithium-ion,solar)	9.51
(32) (energy,nrel,technologies)	8.19
(33) (nrel,technologies)	7.78
(34) (energy,nrel,sun)	6.87
(35) (nrel,sun)	6.46
(36) (energy,nrel,scaled-down)	5.57
(37) (energy,lithium-ion,solar-plus-storage)	4.39
(38) (energy,lithium-ion,megawatts)	3.24
(39) (energy,kauai_island_utility_cooperative,lithium-ion)	2.07
(40) (hydropower,nrel)	0.72
(41) (nrel,waterpower)	0.16
(42) (nrel,turbine)	0.10
(43) (nrel,time-to-market)	0.04

Complex Event Analysis - REPORT 2020/03/17

Supporting narratives:

momentum (Read more)

The country currently has 22 gigawatts of storage from pumped hydropower, and another gigawatt in batteries.
Paul Denholm talks with four stakeholders.
NREL.s Paul Denholm (second from left) talks to stakeholders during a tour of renewable energy and transmission facilities in Los Angeles, where a solar facility will play a key role in increasing the amount of renewable energy available for the city
High Level Abstractions:

(energy,los_angeles,solar)
(energy,hydropower,solar)
(energy,paul_denholm,solar)
Inferred entity relationships (95)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

momentum (Read more)

The AES Corporation, based in Virginia, has installed the world.s largest solar-plus-storage system on the southern end of Kauai.
Solar panels capable of producing 28 megawatts of electricity were paired with 18,304 lithium-ion battery modules
High Level Abstractions:

(energy,lithium-ion,solar-plus-storage)
Inferred entity relationships (93)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

momentum (Read more)

The AES Corporation, based in Virginia, has installed the world.s largest solar-plus-storage system on the southern end of Kauai.
Solar panels capable of producing 28 megawatts of electricity were paired with 18,304 lithium-ion battery modules. The batteries are charged during the day and deliver energy in the early morning and evening when the solar panels aren.t generating electricity.
The system stores enough energy to meet electricity needs for four hours and eliminates the need for 3.7 million gallons of fuel annually, according to Kauai Island Utility Cooperative, which provides power to the island
High Level Abstractions:

(energy,lithium-ion,megawatts)
Inferred entity relationships (93)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

challenge (Read more)

When power is needed, the stored water is released to flow downhill and power a turbine.
.One of the real challenges hydro faces is that it can take eight to 10 years to get a plant built,. said Greg Stark, the hydropower technical manager at NREL as well as the laboratory.s waterpower grid integration lead. .Given all the uncertainty in the power markets, people are hesitant to invest in a 10-year project..
To help address these time-to-market concerns, the DOE has instituted the FAST Commissioning Challenge
High Level Abstractions:

(hydropower,nrel)
(nrel,waterpower)
Inferred entity relationships (6)
(nrel,technologies) [inferred]
(nrel,waterpower) [inferred]
(nrel,time-to-market) [inferred]
(nrel,technology) [inferred]
(nrel,sun) [inferred]
(nrel,turbine) [inferred]

WIP (Read more)

The DOE Energy Storage Technology and Cost Characterization ReportPDF calculated that among battery technologies, lithium-ion batteries provide the best option for four-hour storage in terms of cost, performance, and maturity of the technology. For a longer span, pumped-storage hydropower and compressed-air energy storage are considered the best options
High Level Abstractions:

(energy,hydropower,technology)
(energy,technology)
Inferred entity relationships (95)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Hydrogen, hydropower, and compressed air are the most viable technologies for storing energy over lengthy periods, according to Omar Guerra and Josh Eichman, researchers at NREL studying the value of seasonal energy storage technologies.
Working in partnership with Southern California Gas Company, N...REL installed a bioreactor to test power-to-gas technology as a way to store renewable energy.
High Level Abstractions:

(energy,technologies,technology)
(energy,hydropower,technology)
(nrel,technology)
(energy,nrel,technology)
(energy,nrel,power-to-gas)
Inferred entity relationships (101)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(nrel,waterpower) [inferred]
(energy,threat,workers) [inferred]
(nrel,sun) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(nrel,technologies) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(nrel,turbine) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(nrel,time-to-market) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(nrel,technology) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The DOE Energy Storage Technology and Cost Characterization ReportPDF calculated that among battery technologies, lithium-ion batteries provide the best option for four-hour storage in terms of cost, performance, and maturity of the technology
High Level Abstractions:

(energy,hydropower,technologies)
(energy,lithium-ion,technologies)
Inferred entity relationships (95)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Wind blows more in the spring, so being able to capture that energy until it can be used when needed in the summer creates research opportunities. Hydrogen, hydropower, and compressed air are the most viable technologies for storing energy over lengthy periods, according to Omar Guerra and Josh Eichman, researchers at NREL studying the value of seasonal energy storage technologies.
Working in partnership with Southern California Gas Company, N...REL installed a bioreactor to test power-to-gas technology as a way to store renewable energy
High Level Abstractions:

(energy,summer,technologies)
(energy,hydropower,technologies)
(energy,opportunities,technologies)
(energy,hydropower,summer)
Inferred entity relationships (95)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Today, nearly 18% of all electricity produced in the United States comes from renewable energy sources, such as hydropower and wind.a figure that is forecast to climb
High Level Abstractions:

(energy,hydropower,united_states)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The DOE Energy Storage Technology and Cost Characterization ReportPDF calculated that among battery technologies, lithium-ion batteries provide the best option for four-hour storage in terms of cost, performance, and maturity of the technology. For a longer span, pumped-storage hydropower and compressed-air energy storage are considered the best options. Between those two, pumped-storage hydro is the more mature technology and accounted for 98 percent of worldwide energy storage deployed in 2018.
Water Most Commonly Used in Storage
Pumped storage hydropower is the backbone of the nation.s storage capability
High Level Abstractions:

(energy,hydropower,pumped-storage)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Between those two, pumped-storage hydro is the more mature technology and accounted for 98 percent of worldwide energy storage deployed in 2018.
Water Most Commonly Used in Storage
Pumped storage hydropower is the backbone of the nation.s storage capability
High Level Abstractions:

(energy,hydropower,worldwide)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Hydrogen, hydropower, and compressed air are the most viable technologies for storing energy over lengthy periods, according to Omar Guerra and Josh Eichman, researchers at NREL studying the value of seasonal energy storage technologies.
Working in partnership with Southern California Gas Company, N...REL installed a bioreactor to test power-to-gas technology as a way to store renewable energy
High Level Abstractions:

(energy,southern_california_gas_company,technologies)
(energy,hydropower,southern_california_gas_company)
(energy,partnership,technologies)
(hydropower,nrel)
(energy,nrel,partnership)
(energy,nrel,southern_california_gas_company)
(nrel,technologies)
(energy,nrel,technologies)
Inferred entity relationships (101)
(energy,renewables) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(nrel,waterpower) [inferred]
(energy,threat,workers) [inferred]
(nrel,sun) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(nrel,technologies) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(nrel,turbine) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(nrel,time-to-market) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(nrel,technology) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The DOE Energy Storage Technology and Cost Characterization ReportPDF calculated that among battery technologies, lithium-ion batteries provide the best option for four-hour storage in terms of cost, performance, and maturity of the technology.
High Level Abstractions:

(energy,technologies,technology)
(energy,lithium-ion,performance)
(energy,lithium-ion,technology)
(energy,performance,technologies)
Inferred entity relationships (96)
(energy,renewables) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(performance,population) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(performance,pretraining) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Today, nearly 18% of all electricity produced in the United States comes from renewable energy sources, such as hydropower and wind.a figure that is forecast to climb.
High Level Abstractions:

(energy,hydropower,solar)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(hydropower,nrel) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The price of lithium-ion batteries has fallen by about 80% over the past five years, enabling the integration of storage into solar power systems. Today, nearly 18% of all electricity produced in the United States comes from renewable energy sources, such as hydropower and wind.a figure that is forecast to climb
High Level Abstractions:

(energy,solar,united_states)
(energy,united_states)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Now, they.re aiming much higher.
.The declining cost of wind and solar and now batteries makes it conceivable to consider 100% renewables,.
High Level Abstractions:

(energy,renewables,solar)
(energy,renewables)
Inferred entity relationships (94)
(energy,renewables) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

He joined NREL 15 years ago and, at the time, he and other analysts were busy plotting a path to 20% of the nation.s energy supply coming from renewable sources
High Level Abstractions:

(energy,nrel,solar)
Inferred entity relationships (99)
(energy,renewables) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(nrel,waterpower) [inferred]
(energy,threat,workers) [inferred]
(nrel,sun) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(nrel,technologies) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(nrel,turbine) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(nrel,time-to-market) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(nrel,technology) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The price of lithium-ion batteries has fallen by about 80% over the past five years, enabling the integration of storage into solar power systems
High Level Abstractions:

(energy,lithium-ion,solar)
Inferred entity relationships (93)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

A scaled-down version was first tested at NREL. Photo by Dennis Schroeder, NREL
An oft-repeated refrain.the sun doesn.t always shine, and the wind doesn.t always blow.is sometimes seen as an impediment to renewable energy
High Level Abstractions:

(energy,nrel,scaled-down)
(nrel,sun)
(energy,nrel,sun)
Inferred entity relationships (100)
(energy,renewables) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(nrel,waterpower) [inferred]
(energy,threat,workers) [inferred]
(nrel,sun) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,jobs,threat) [inferred]
(nrel,technologies) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,federal,revenue) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,nrel,technologies) [inferred]
(energy,technologies,technology) [inferred]
(energy,lithium-ion,performance) [inferred]
(nrel,turbine) [inferred]
(energy,zero-emission) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,nrel,solar) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,investments,white_house) [inferred]
(energy,fuel,offshore) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,federal,jobs) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,united_states) [inferred]
(energy,vehicles) [inferred]
(nrel,time-to-market) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,federal,investments) [inferred]
(energy,partnership,technologies) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(nrel,technology) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,fuels,white_house) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

The batteries are charged during the day and deliver energy in the early morning and evening when the solar panels aren.t generating electricity.
The system stores enough energy to meet electricity needs for four hours and eliminates the need for 3.7 million gallons of fuel annually, according to Kauai Island Utility Cooperative, which provides power to the island.
High Level Abstractions:

(energy,kauai_island_utility_cooperative,lithium-ion)
Inferred entity relationships (93)
(energy,renewables) [inferred]
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

Today, nearly 18% of all electricity produced in the United States comes from renewable energy sources, such as hydropower and wind.a figure that is forecast to climb. And as communities and entire states push toward higher percentages of power from renewables, there.s no doubt storage will play an important role.
Compared with the same period a year earlier, the United States saw a 93% increase in the amount of storage deployed in the third quarter of 2019
High Level Abstractions:

(energy,renewables)
Inferred entity relationships (93)
(energy,jobs,transportation) [inferred]
(energy,nrel,technology) [inferred]
(energy,jobs,oil) [inferred]
(energy,fuels,transportation) [inferred]
(energy,lithium-ion,technologies) [inferred]
(energy,hydropower,technology) [inferred]
(energy,federal,fuels) [inferred]
(energy,workers,wwii) [inferred]
(energy,hydropower,summer) [inferred]
(energy,solar,united_states) [inferred]
(energy,hydropower,solar) [inferred]
(energy,threat,workers) [inferred]
(energy,federal,non-sustainable) [inferred]
(energy,fuels,investments) [inferred]
(energy,jobs,workers) [inferred]
(energy,jobs,wwii) [inferred]
(energy,fuels,insurance) [inferred]
(energy,infrastructure,investments) [inferred]
(energy,hydropower,southern_california_gas_company) [inferred]
(energy,investments,white_house) [inferred]
(energy,federal,offshore) [inferred]
(energy,fuel,offshore) [inferred]
(energy,fuels,vehicles) [inferred]
(energy,nrel,sun) [inferred]
(energy,federal,spending) [inferred]
(energy,fuel) [inferred]
(energy,lithium-ion,megawatts) [inferred]
(energy,jobs,threat) [inferred]
(energy,paul_denholm,solar) [inferred]
(energy,funding,jobs) [inferred]
(energy,fuels,investors) [inferred]
(energy,jobs,spending) [inferred]
(energy,jobs,unionized) [inferred]
(energy,nrel,partnership) [inferred]
(energy,lithium-ion,technology) [inferred]
(energy,federal,revenue) [inferred]
(energy,hydropower,united_states) [inferred]
(energy,nrel,southern_california_gas_company) [inferred]
(energy,fuel,transportation) [inferred]
(energy,investments,workers) [inferred]
(energy,investments,investors) [inferred]
(energy,federal,jobs) [inferred]
(energy,southern_california_gas_company,technologies) [inferred]
(energy,funding,investments) [inferred]
(energy,lithium-ion,solar-plus-storage) [inferred]
(energy,threat,transportation) [inferred]
(energy,fuel,jobs) [inferred]
(energy,fuel,taxes) [inferred]
(energy,nrel,scaled-down) [inferred]
(energy,federal,homeowners) [inferred]
(energy,wage,workers) [inferred]
(energy,fuels,when_bernie) [inferred]
(energy,hydropower,technologies) [inferred]
(energy,lithium-ion,solar) [inferred]
(energy,technology) [inferred]
(energy,united_states) [inferred]
(energy,hydropower,pumped-storage) [inferred]
(energy,federal) [inferred]
(energy,vehicles) [inferred]
(energy,nrel,technologies) [inferred]
(energy,kauai_island_utility_cooperative,lithium-ion) [inferred]
(energy,unionized,workers) [inferred]
(energy,hydropower,worldwide) [inferred]
(energy,technologies,technology) [inferred]
(energy,federal,investments) [inferred]
(energy,lithium-ion,performance) [inferred]
(energy,partnership,technologies) [inferred]
(energy,zero-emission) [inferred]
(energy,fuel,workers) [inferred]
(energy,funding,workers) [inferred]
(energy,opportunities,technologies) [inferred]
(energy,jobs) [inferred]
(energy,families,transportation) [inferred]
(energy,renewables,solar) [inferred]
(energy,extraction,fuel) [inferred]
(energy,los_angeles,solar) [inferred]
(energy,transportation,vehicles) [inferred]
(energy,fuel,white_house) [inferred]
(energy,nrel,solar) [inferred]
(energy,fuels,jobs) [inferred]
(energy,fuel,investments) [inferred]
(energy,transportation,workers) [inferred]
(energy,insurance,investments) [inferred]
(energy,oil) [inferred]
(energy,fuels,white_house) [inferred]
(energy,performance,technologies) [inferred]
(energy,investments) [inferred]
(energy,nrel,power-to-gas) [inferred]
(energy,federal,oil) [inferred]
(energy,investments,transportation) [inferred]
(energy,summer,technologies) [inferred]
(energy,federal,fuel) [inferred]
(energy,transportation,weatherizing) [inferred]

WIP (Read more)

When power is needed, the stored water is released to flow downhill and power a turbine.
.One of the real challenges hydro faces is that it can take eight to 10 years to get a plant built,
High Level Abstractions:

(nrel,turbine)
Inferred entity relationships (5)
(nrel,technologies) [inferred]
(nrel,waterpower) [inferred]
(nrel,time-to-market) [inferred]
(nrel,technology) [inferred]
(nrel,sun) [inferred]

WIP (Read more)

.Given all the uncertainty in the power markets, people are hesitant to invest in a 10-year project..
To help address these time-to-market concerns, the DOE has instituted the FAST Commissioning Challenge.
High Level Abstractions:

(nrel,time-to-market)
Inferred entity relationships (5)
(nrel,technologies) [inferred]
(nrel,waterpower) [inferred]
(nrel,technology) [inferred]
(nrel,sun) [inferred]
(nrel,turbine) [inferred]

Target rule match count: 103.0 Challenge: 0.00 Momentum: 0.06 WIP: 0.44