{"product_id":"deep-neural-networks-enabled-intelligent-fault-diagnosis-of-mechanical-systems-hardback","title":"Deep Neural Networks-Enabled Intelligent Fault Diagnosis of Mechanical Systems - Hardback","description":"\u003cp\u003eThe book aims to highlight the potential of deep learning (DL)-enabled methods in intelligent fault diagnosis (IFD), along with their benefits and contributions.\u003c\/p\u003e\u003cp\u003eThe authors first introduce basic applications of DL-enabled IFD, including auto-encoders, deep belief networks, and convolutional neural networks. Advanced topics of DL-enabled IFD are also explored, such as data augmentation, multi-sensor fusion, unsupervised deep transfer learning, neural architecture search, self-supervised learning, and reinforcement learning. Aiming to revolutionize the nature of IFD, \u003cem\u003eDeep Neural Networks-Enabled\u003c\/em\u003e \u003cem\u003eIntelligent\u003c\/em\u003e \u003cem\u003eFault Diangosis of Mechanical Systems\u003c\/em\u003e contributes to improved efficiency, safety, and reliability of mechanical systems in various industrial domains.\u003c\/p\u003e\u003cp\u003eThe book will appeal to academic researchers, practitioners, and students in the fields of intelligent fault diagnosis, prognostics and health management, and deep learning.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45548025020654,"sku":"9781032752372","price":129.6,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/deep-neural-networks-enabled-intelligent-fault-diagnosis-of-mechanical-systems-hardback","provider":"Book Land AU","version":"1.0","type":"link"}