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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Zhong-Jian Liu

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Open access Sep 2026

Fixed-Responsibility Partitioning for Day-Ahead Bidding and Real-Time Delivery of Virtual Power Plants in Energy and Reserve Markets

When a virtual power plant (VPP) participates in energy and reserve markets, day-ahead bids, reserve commitments, and real-time delivery share the same internal resource constraints, while aggregate models cannot readily trace internal responsibility allocation or identify local shortfalls. This study develops a fixed-...

Zhong-Jian Liu, Rui-Xin Qian, Xia-Ning Jin et al. · 0 citations

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