Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized and efficient engineering processes and provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is in two parts; i) the application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting and load forecasting demand side management. This reference is useful for all engineers and researchers needing a preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems.

Book Information
ISBN 9780323855105
Author Hasmat Malik
Format Paperback
Page Count 260
Imprint Academic Press Inc
Publisher Elsevier Science & Technology
Weight(grams) 152g