Titlebook: Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems; Weihua Li,Xiaoli Zhang,Ruqiang Yan Book 2023 Nat

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Weihua Li,Xiaoli Zhang,Ruqiang Yane einerseits nur auf der Grundlage von jener Fremderkenntnis m?glich werden kann, doch anderseits auch nur im Gegenzug zu ihr. Denn ursprünglich liegt ja auch erst und nur als diese Fremderkenntnis überhaupt ein selbstbewu?tes Intendieren vor, das dann durch zus?tzliche Selbsterkenntnis rückl?ufig a

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of research directions in intelligent fault diagnosis and hBased on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault prognosis, intelligent diagnosis, and health state assessment in modern industry. The book emphasizes f

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Book 2023state info. These theories and methods are integrated with practical industrial applications, which can help the readers get into the field more smoothly and provide an important reference for their study, research, and engineering practice.

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Supervised SVM Based Intelligent Fault Diagnosis Methods,le-based incremental methods are discussed. The effectiveness of the SVM-based algorithms is validated in several fault diagnosis tasks on electrical locomotive rolling bearings, Bently rotor, and motor bearings test benches.

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Phase Space Reconstruction Based on Machinery System Degradation Tracking and Fault Prognostics,, this chapter introduces KF-based incipient fault prediction and enhanced PF-based remaining useful life (RUL) prediction methods. Experiments show the great performance of the proposed algorithms in multi-parameter identification of bearing faults, degradation tracking, and RUL prediction of transmission systems.

Supplement

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Complex Electro-Mechanical System Operational Reliability Assessment and Health Maintenance,ve maintenance operation. This chapter proposes an operation reliability assessment method that realizes health monitoring-based reliability assessment and condition-based maintenance for complex electro-mechanical systems, such as the turbine generator set, compressor gearbox, and aero-engine rotor.