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Quantifying and Monetizing Demand-Side Potential at the Grid Edge: Methods for Aggregation, Bidding and Retail Optimization

This comprehensive review maps how China’s demand-side resources are aggregated, bid into markets, and monetized at the grid edge. We synthesize original studies and pilots to compare edge architectures for local estimation and privacy-preserving coordination, bidding frameworks that span determinis...

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Main Authors: Bin Li, Muhammad Athar, Muhammad Ali Khan, Ali Muqtadir, Qi Guo, Hongfang Pan
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-02-01
Series:Energies
Subjects:
demand response
aggregation
stochastic bidding
robust optimization
retail tariff design
edge computing
Online Access:https://www.mdpi.com/1996-1073/19/4/893
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