Fault Diagnosis Inverse Problems: Solution with Metaheuristics

丛 书 名：Studies in Computational Intelligence

版本说明：1

作     者：Lídice Camps Echevarría Orestes Llanes Santiago Haroldo Fraga de Campos Velho Antônio José da Silva Neto 

I S B N：(纸本) 9783319899770;9783030079086 

出 版 社：Springer Cham 

出 版 年：2019年

页      数：XVIII, 167页

主 题 词：Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Calculus of Variations and Optimal Control Optimization 

学科分类：08[工学] 080401[工学-精密仪器及机械] 0804[工学-仪器科学与技术] 080402[工学-测试计量技术及仪器] 0838[工学-公安技术] 081202[工学-计算机软件与理论] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

摘      要：This book presents a methodology based on inverse problems for use in solutions for fault diagnosis in control systems, combining tools from mathematics, physics, computational and mathematical modeling, optimization and computational intelligence. This methodology, known as fault diagnosis – inverse problem methodology or FD-IPM, unifies the results of several years of work of the authors in the fields of fault detection and isolation (FDI), inverse problems and optimization. The book clearly and systematically presents the main ideas, concepts and results obtained in recent years. By formulating fault diagnosis as an inverse problem, and by solving it using metaheuristics, the authors offer researchers and students a fresh, interdisciplinary perspective for problem solving in these fields. Graduate courses in engineering, applied mathematics and computing also benefit from this work.