02992oam 2200565I 450 991078796300332120230807204141.01-4987-6019-80-429-10232-11-4665-8406-810.1201/b18384 (CKB)2670000000560202(EBL)1707786(SSID)ssj0001535645(PQKBManifestationID)11841000(PQKBTitleCode)TC0001535645(PQKBWorkID)11499746(PQKB)11057517(MiAaPQ)EBC1707786(OCoLC)907924065(EXLCZ)99267000000056020220180331h20152015 uy 0engur|n|---|||||txtccrArtificial intelligence tools decision support systems in condition monitoring and diagnosis /Diego Galar PascualBoca Raton, Florida :CRC Press,[2015]©20151 online resource (528 p.)Description based upon print version of record.1-4665-8405-X Includes bibliographical references at the end of each chapters.Front Cover; Contents; Preface; Acknowledgments; Author; Chapter 1: Massive Field Data Collection: Issues and Challenges; Chapter 2: Condition Monitoring: Available Techniques; Chapter 3: Challenges of Condition Monitoring Using AI Techniques; Chapter 4: Input and Output Data; Chapter 5: Two-Stage Response Surface Approaches to Modeling Drug Interaction; Chapter 6: Nearest Neighbor-Based Techniques; Chapter 7: Cluster-Based Techniques; Chapter 8: Statistical Techniques; Chapter 9: Information Theory-Based Techniques; Chapter 10: Uncertainty Management; Back CoverArtificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis discusses various white- and black-box approaches to fault diagnosis in condition monitoring (CM). This indispensable resource:Addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniquesConsiders the merits of each technique as well as the issues associated with real-life applicationCovers classification methods, from neural networks to Bayesian and support vector machinesProposes fuzzy logic to explain the uncertainties associated with diagnostic processesIndustrial equipmentMaintenance and repairData processingMachineryMonitoringArtificial intelligenceIndustrial applicationsIndustrial equipmentMaintenance and repairData processing.MachineryMonitoring.Artificial intelligenceIndustrial applications.658.2020285Pascual Diego Galar1573633FlBoTFGFlBoTFGBOOK9910787963003321Artificial intelligence tools3849446UNINA