Soft Computing in Condition Monitoring and Diagnostics of Electrical and Mechanical Systems

Novel Methods for Condition Monitoring and Diagnostics

496 Seiten, Hardcover

Kurzbeschreibung des Verlags

This book addresses a range of complex issues associated with condition monitoring (CM), fault diagnosis and detection (FDD) in smart buildings, wide area monitoring (WAM), wind energy conversion systems (WECSs), photovoltaic (PV) systems, structures, electrical systems, mechanical systems, smart grids, etc. The book’s goal is to develop and combine all advanced nonintrusive CMFD approaches on a common platform. To do so, it explores the main components of various systems used for CMFD purposes.

The content is divided into three main parts, the first of which provides a brief introduction, before focusing on the state of the art and major research gaps in the area of CMFD. The second part covers the step-by-step implementation of novel soft computing applications in CMFD for electrical and mechanical systems. In the third and final part, the simulation codes for each chapter are included in an extensive appendix to support newcomers to the field.

 

 

• Reihe: Advances in Intelligent Systems and Computing
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9789811515316
• Sprache: Englisch
• Erscheinungsdatum: 18.01.2020
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore
• Herausgegeben von: Hasmat Malik, Atif Iqbal, Amit Kumar Yadav