The U.S. Department of Energy’s National Renewable Energy Laboratory (NREL) has released its sixth paper – Grid Operational Impacts of Widespread Storage Deployment – in their Storage Future Series. The purpose of the document is to analyze some of the effects of energy storage on the power grid as it evolves toward five unique scenarios in 2050.
The scenarios analyzed include the Reference Scenario, which follows all default pricing and technology assumptions by NREL. These assumptions can be found in the document, and other papers referenced, in full. NREL also examined the four following scenarios:
- Low-Cost Battery
- Low-Cost PV
- High Natural Gas Cost & Low-Cost Battery scenario
- Zero Carbon
As noted in table A-1 above, even the Reference Scenario includes a lot of wind and solar – 20.4% and 28.8% of all US electricity, respectively. Solar PV generation projections among the five scenarios range from a low of 28.8% to a high of 46% in the High Natural Gas/Low Battery Cost scenario.
Interestingly, the Zero Carbon pathway predicts the third highest total of solar power out of the five scenarios at 33.4%. The solar is complemented by the highest wind volume in this scenario at 37.3%.
Energy storage power capacities range from 213 GW to 932 GW, with the average duration ranging from 4.7 to 6.5 hours. The chart below shows this volume being deployed in power, with its hourly rating specified by color. As time goes on, we see the longest duration batteries – and by far the highest total volume of product – installed in the 2040s as we approach the 2050 end year of the analysis.
The total volume of storage in the batteries ranges from 1.3 TWh to just over 6.0 TWh in the 94% renewable electricity, Zero Carbon, scenario. Several years ago, a different group of researchers suggested that the United States could get to 80% wind and solar with approximately 5.4 TWh of energy storage.
The researchers revealed some nuances between the various scenarios. For instance the Zero Carbon scenario results in large amounts of curtailment of wind and solar nearly 24 hours a day, all year round. This leads to the batteries actually being used less than in other scenarios because the wind and solar is always running, and in its over producing nature, meets the grid demands often.
Furthermore, as the volumes of renewables grow, it becomes clear that storage’s charging needs most aligns with solar power’s generation curves, due to solar’s daily predictability. The report notes that oftentimes wind power will over-generate for days on end, far longer than the energy storage hourly durations considered for this document.
An expected outcome was that even though energy storage’s capacity factor is relatively low across all scenarios – the actual time spent outputting electricity is only 10-20% – its capacity factor exceeded 75% during the top 10 net load hours across all scenarios and years.
The authors compare these capacity factors and the utilization technique of batteries to a recent analysis of combustion turbine generators in the United States – often referred to as peaking plants – which had an average capacity factor of 11% in 2019.
The authors pointed out several key benefits that energy storage delivered beyond simply offering electricity on demand.
The image above shows how additional storage decreases the number of times fossil fuel generators needed to start up. Avoided starts greatly reduce the overall cost of providing energy, as well as the amount of particulate released by burning fossils. This is due to the cold start-up period of peaker plants being less efficient.
On average, energy storage also increased powerline utilization rates. However, these utilization rates varied widely depending on location. Some regions saw greater powerline usage as these locations exported more energy than they were using. Areas with strong local balance between generation, storage, and demand saw lower powerline utilization as little was imported or exported.
Of course, the fact that storage was able to charge up with the overgeneration of wind and solar in the Zero Carbon scenarios was its greatest benefit.
Also seen was that diurnal storage – 12 hours of output and longer – does have an increasing opportunity as 2050 is reached, and 100% clean electricity is approached. However, longer term storage wasn’t analyzed in this report; however, might be in future documents from NREL.
As an aside, one can currently purchase 3.08 GWh worth of Tesla Megapacks for just over $1 billion. At these prices, 6 TWh would cost about $2 trillion. The Gross Domestic Product of the United States in 2021 was about $23 trillion.
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