{"product_id":"9781032752372-deep-neural-networks-enabled-intelligent","title":"Deep Neural Networks-Enabled Intelligent Fault Diagnosis of Mechanical Systems","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eThe book aims to highlight the potential of Deep Learning (DL)-based methods in Intelligent Fault Diagnosis (IFD), along with their benefits and contributions.\u003c\/p\u003e\n\u003cbr\u003e\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\n\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\n\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\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41692123103329,"sku":"9781032752372","price":125.35,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_29809605.jpg?v=1760340506","url":"https:\/\/www.rarewaves.com\/products\/9781032752372-deep-neural-networks-enabled-intelligent","provider":"Rarewaves.com","version":"1.0","type":"link"}