Ruqiang Yan is a Professor and phd supervisor at Xi’an Jiaotong University, China. His main research interests include machine learning with emphasis on deep learning, transfer learning and their applications, data analytics, multi-domain signal processing, non-linear time-series analysis, structural health monitoring, and diagnosis and prognosis. He serves as the associate editor-in-chief in of IEEE Transactions on Instrumentation and Measurement. Dr. Yan has published over 10 Journal Papers related to transfer learning-based machine fault diagnosis and prognosis. He was the Principal Investigator of a project titled ? Transfer Learning Based Rotating Machine Fault Diagnosis and Remaining Useful Life Prediction?, sponsored by the National Natural Science Foundation of China
Télécharger le livre :  Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis

Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis introduces the theory and latest applications of transfer learning on rotary machine fault diagnosis and prognosis.Transfer learning-based rotary machine fault diagnosis is a relatively new subject, and...
Editeur : Elsevier Science
Parution : 2023-11-10

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184,63

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Télécharger le livre :  Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems

Based 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 feature extraction, incipient...
Editeur : Springer
Parution : 2023-09-10

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168,79

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Télécharger le livre :  Structural Health Monitoring

This book highlights the latest advances and trends in advanced signal processing (such as wavelet theory, time-frequency analysis, empirical mode decomposition, compressive sensing and sparse representation, and stochastic resonance) for structural health monitoring...
Editeur : Springer
Parution : 2017-04-29
Collection : Smart Sensors, Measurement and Instrumentation
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147,69

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Télécharger le livre :  Wavelets

Wavelets: Theory and Applications for Manufacturing presents a systematic description of the fundamentals of wavelet transform and its applications. Given the widespread utilization of rotating machines in modern manufacturing and the increasing need for...
Editeur : Springer
Parution : 2010-12-07

Format(s) : ePub
168,79

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