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Zedong You

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Articles

Multi-scenario-based optimization with CVaR risk control for renewable energy participation in electricity spot markets

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By Zihui Yan, Jiarui Liu, Wenbin Wang, Fadong Huang, Zedong You
| Nature Verified
Abstract Electricity spot-market participation by renewable producers is exposed to coupled uncertainty in generation, demand, and prices. This study develops a day-ahead bidding framework that combines multi-scenario stochastic optimization with Conditional Value-at-Risk (CVaR) control of downside revenue shortfall. A large pool of temporally correlated trajectories is reduced by fast-forward selection, and the resulting fixed bids are evaluated on an independently generated sample.
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