Fault Diagnosis Inverse Problems: Solution with Metaheuristics 2019 Edition Contributor(s): Camps Echevarría, Lídice (Author), Llanes Santiago, Orestes (Author), Campos Velho, Haroldo Fraga de (Author) |
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ISBN: 3319899775 ISBN-13: 9783319899770 Publisher: Springer OUR PRICE: $113.99 Product Type: Hardcover - Other Formats Published: June 2018 |
Additional Information |
BISAC Categories: - Mathematics | Applied - Computers | Computer Science - Mathematics | Calculus |
Dewey: 003.3 |
Series: Studies in Computational Intelligence |
Physical Information: 0.5" H x 6.14" W x 9.21" (0.97 lbs) 167 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |