Crc Press Artificial Intelligence Tools Decision Support Systems In Condition Monitoring And Diagnosis 09780367738358
£45.99
Product Description
Artificial 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 processes Provides data sets sample signals and MATLAB® code for algorithm testingArtificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis delivers a thorough evaluation of the latest AI tools for CM describing the most common fault diagnosis techniques used and the data acquired when these techniques are applied. | Artificial Intelligence Tools Decision Support Systems in Condition Monitoring and DIagnosis
Crc Press Artificial Intelligence Tools Decision Support Systems In Condition Monitoring And Diagnosis 09780367738358
Artificial 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 processes Provides data sets sample signals and MATLAB® code for algorithm testingArtificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis delivers a thorough evaluation of the latest AI tools for CM describing the most common fault diagnosis techniques used and the data acquired when these techniques are applied. | Artificial Intelligence Tools Decision Support Systems in Condition Monitoring and DIagnosis
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