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Open access Aug 2026

Cooling, Heat, Electricity and Gas Joint Load Forecasting Method Based on Modal Decomposition and Dynamic Model Selection

Accurate joint forecasting of electricity, cooling, heating, and gas loads is essential to the coordinated operation of integrated energy systems. However, multivariate energy load sequences exhibit strong cross-carrier coupling, non-stationarity, and heterogeneous fluctuation characteristics, which limits the performa...

He Jiang, Ruicong Han, Tianhui Shi et al. · 0 citations
Open access 2026

A Multi-Timescale Joint Stochastic Optimization Scheduling Method for PV-Storage Charging Stations under Correlated Uncertainties

: To address the scheduling challenges caused by uncertainties in both photovoltaic (PV) generation and charging demand at solar-powered stations, a stochastic multi-timescale scheduling approach is introduced for PV-storage charging stations. In the day-ahead scheduling phase, a Copula-based joint scenario generation...

He Jiang, Xin-Yu Wang, Zong-Jun Yao et al. · 0 citations

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