Author

Zhong-Fu Tan

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Open access Oct 2026

Decision-Faithful Multi-Temporal Scenario Clustering for Renewable Power System Planning

Sustainable energy-system planning requires compact scenario sets that retain the renewable variability and operating stresses that determine investment, yet conventional typical-period methods can preserve average trajectories while removing these conditions. This paper develops a decision-faithful multi-temporal scen...

Bing-Jie Li, Xiao-Yan Hu, Jing Shi et al. · Sustainability · 0 citations

Open access 2026

Low-Carbon Operational Optimization of Integrated Electricity-Heat-Gas Systems Considering Regulation Capability

: To promote the consumption of new energy sources such as wind and solar power and to achieve multi-energy and multi-system coupling, this paper proposes a low-carbon operation optimization strategy for the Electric-Heat-Gas Coupling System (EHGCS) that incorporates regulation capabilities. First, the operational fram...

Yan Lu, Jian Zhang, Bo-Wen Lu et al. · Energy Engineering · 0 citations

Open access Jul 2026

Physics-Informed Distributionally Robust Multi-Agent Reinforcement Learning for Coordinated New-Type Power System Operation

High renewable penetration and large-scale green hydrogen production are accelerating the formation of the new-type power system (NTPS), in which electrical dispatch, electrolysis, hydrogen storage, fuel-cell reconversion, and flexible demand must be coordinated under nonlinear network physics and uncertain renewable,...

Fei Liu, Outing Zhang, Jun Yin et al. · Energies · 0 citations