Intelligent Data-Analytics for Condition Monitoring Smart Grid Applications

Intelligent Data-Analytics for Condition MonitoringSmart Grid Applications\nAuthor(s): Hasmat Malik, Nuzhat Fatema, Atif Iqbal\nFormat: Paperback\nPublisher: Elsevier Science & Technology, United Kingdom\nImprint: Academic Press Inc\nISBN-13: 9780323855105, 978-0323855105\nSynopsis\nIntelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized, efficient engineering processes. In addition, the book 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 divided into two parts, including 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 forecas.