Robust Sizing of Demand Response Portfolios Using EVT-Based Peak Load Forecasting and CVaR-MILP

This study proposes a risk-averse annual procurement framework for demand response (DR) procurement under extreme peak load uncertainty in the Korean power system. The framework reconstructs gross load by accounting for behind-the-meter photovoltaic generation, forecasts baseline daily peaks with SA...

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Detalhes bibliográficos

Principais autores:	Dongkwan Kim, Sung-Kwan Joo, Young-Min Wi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Access
Assuntos:	CVaR MILP portfolio demand-response extreme value theory peak load forecasting stochastic optimization conditional value-at-risk
Acesso em linha:	https://ieeexplore.ieee.org/document/11576054/
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