ScienceDirect

Scalable Co-Optimization of Virtual Power Plants in Frequency Regulation Markets: Integrating Stochastic Bidding and Mean Field Games (opens in new tab)

Publication date: Available online 22 May 2026Source: EnergyAuthor(s): Muhammad Ahsan Niazi, Vikram Kumar, Tao Chen, Mengchen Zhu

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