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eess.SY2019★ 82 cited
Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach
Xinan Wang, Yishen Wang, Di Shi +2
With the increasing complexity of modern power systems, conventional dynamic load modeling with ZIP and induction motors (ZIP + IM) is no longer adequate to address the current loa…
eess.SP2019
A Stacked Autoencoder Application for Residential Load Curve Forecast and Peak Shaving
Xinan Wang, Yishen Wang, Di Shi +1
For the last ten years, utilities have observed on-going transitions on consumers' load curves. The previously flat load curves have more frequently turned into duck-shape. This is…