Zhangyong Wei

Uncertainty-aware encoding and deep neural network-based online voltage regulation of active distribution networks

An uncertainty-aware encoding and decoding framework that fused stochastic mixed-integer quadratic programming approaches, with deep neural network (DNN) classification was developed, showing the suggested approach was able to provide voltage regulation actions that were close to optimal while achieving significant com...