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Hongyuan Su

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Book Open access Aug 2026

Learn to Coordinate City-Scale Virtual Power Plants: A Reasoning-Guided Evolutionary Framework for Hierarchical Heterogeneous Device Scheduling

As intermittent renewables increasingly penetrate power systems, virtual power plants (VPPs) have emerged as a critical component of power systems, aggregating geographically distributed devices to respond to price signals and mitigate supply-demand imbalances. Consequently, coordinating heterogeneous resources across...

Jinwei Zeng, Guozhen Zhang, Minbo Ma et al. · 0 citations
Preprint Aug 2026

Not All Problems Are Best Modeled as MILP: A DSL-Centric Framework for Flexible and Accurate Optimization Modeling

OptiDSL is proposed, a framework that shifts the focus from rigid MILP formulations to domain-specific language (DSL) representations, and enables seamless integration with a diverse library of specialized solvers, ranging from traditional heuristics to modern learning-based methods.

Shao-Feng Zhang, Hongyuan Su, Qing Peng et al. · 0 citations

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