About Photovoltaic energy storage carbon emissions
Our analysis uses an optimization model with an hourly time resolution over a T-h optimization horizon. The model determines the size of the energy storage system as well as the hourly operation of the power sy.
The capital costs of building each energy storage technology are annualized using a capital charge rate39. This annualization makes the capital costs comparable to the power system op.
The scenarios that we model vary the penetration of wind and photovoltaic solar exogenously. We consider cases with up to 20 GW and 40 GW of added wind and solar, respectivel.
We examine using energy storage to ease the integration and reduce the curtailment of renewable energy in California and Texas. California makes for an interesting case study beca.
Due to limited data availability, our case studies cover 20 April 2010 until 31 December 2012. During this period, California had about 237 natural gas-fired generating units.
For each energy storage technology, we model its optimal investment level and hourly operation of the power system in 36 scenarios that correspond to different renewable-penet.
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