03237nam 22006855 450 991048470230332120251202142503.03-030-67055-410.1007/978-3-030-67055-9(CKB)4100000011786575(MiAaPQ)EBC6511387(Au-PeEL)EBL6511387(OCoLC)1241449345(PPN)254722474(BIP)79372570(BIP)78407862(DE-He213)978-3-030-67055-9(EXLCZ)99410000001178657520210303d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDiagnostics of Mechatronic Systems /by Pavol Božek, Yury Nikitin, Tibor Krenický1st ed. 2021.Cham :Springer International Publishing :Imprint: Springer,2021.1 online resource (79 pages) illustrationsStudies in Systems, Decision and Control,2198-4190 ;3453-030-67054-6 Includes bibliographical references.The basics characteristics of elements reliability -- Methods, models, algorithms for diagnostics of mechatronic systems -- Model systems for diagnosticing of mechatronic objects -- Appendix.This book provides novel approach to the diagnosis of complex technical systems that are widely used in various kinds of transportation, energy, metallurgy, metalworking, fuels, mining, chemical, paper industries, etc. Effective diagnostic systems are necessary for the early detection of errors in mechatronic systems, for the organization of maintenance and for the assessment of the performed service quality. Unfortunately, the practical use of AI in the diagnosis of mechatronic systems is still quite limited and the inability to build effective mechatronic systems leads to significant economic losses and dangers. The main aim of this book is to contribute to knowledge within the topic of diagnostics of mechatronic systems by the analysis of the elements reliability characteristics, using methods, models and algorithms for diagnostics and by studying examples of model diagnostic systems using AI methods based on neural networks, fuzzy inference systems and genetic algorithms. .Studies in Systems, Decision and Control,2198-4190 ;345MechatronicsArtificial intelligenceDynamicsNonlinear theoriesMechatronicsArtificial IntelligenceApplied Dynamical SystemsMechatronics.Artificial intelligence.Dynamics.Nonlinear theories.Mechatronics.Artificial Intelligence.Applied Dynamical Systems.621621.3Božek Pavol849254Nikitin YuryKrenický TiborMiAaPQMiAaPQMiAaPQBOOK9910484702303321Diagnostics of mechatronic systems1896698UNINA