ENGLISH

Deep Learning for Power System Applications : Case Studies Linking Artificial Intelligence and Power Systems

By Fangxing Li; Yan Du

Book information

Publisher
Springer International Publishing
Year
2023
ISBN
9783031453571, 9783031453564
Language
english
Format
EPUB
Filesize
15 MB (15305908 bytes)
Series
Power Electronics and Power System
Pages
200\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2023-11-14 07:07:59

Description

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.

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