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eess.SY2025
Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads
Xueyuan Cui, Yi Wang, Bolun Xu
This study proposes a computationally efficient method for optimizing multi-zone thermostatically controlled loads (TCLs) by leveraging dimensionality reduction through an auto-enc…
eess.SY2024★ 29 cited
Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand
Kedi Zheng, Hanwei Xu, Zeyang Long +2
The growing penetration of electric vehicles (EVs) significantly changes typical load curves in smart grids. With the development of fast charging technology, the volatility of EV…