Deep Learning for Power System Applications Case Studies Linking Artificial Intelligence and Power Systems [#951615]

Free Download Deep Learning for Power System Applications: Case Studies Linking Artificial Intelligence and Power Systems (Power Electronics and Power Systems) by Fangxing Li, Yan Du
English | November 11, 2023 | ISBN: 3031453565 | 113 pages | MOBI | 7.34 Mb
This book provides readers with an in-depth review of deep learning-based techniques and discusses how they can benefit power system applications. Representative case studies of deep learning techniques in power systems are investigated and discussed, including convolutional neural networks (CNN) for power system security screening and cascading failure assessment, deep neural networks (DNN) for demand response management, and deep reinforcement learning (deep RL) for heating, ventilation, and air conditioning (HVAC) control.