{"product_id":"industrial-fault-diagnosis-and-remaining-hongpeng-yin-9780443442919","title":"Industrial Fault Diagnosis and Remaining Useful Life Prediction: Cross-Domain, Zero-Sample, and Degradation Modeling Methods","description":"\u003ci\u003eIndustrial Fault Diagnosis and Remaining Useful Life Prediction: Cross-Domain, Zero-Sample, and Degradation Modeling Methods\u003c\/i\u003e introduces zero-sample learning methods that enable fault diagnosis and Predict Remaining Useful Life (RUL) without the need for labelled fault data. This is particularly valuable in industrial settings where labelled data is scarce or unavailable. Offers step-by-step guidance on implementing zero-shot learning models using real industrial data, reducing the learning curve for practitioners; includes real-world industrial case studies to demonstrate the application of zero-sample learning techniques in various industries, such as manufacturing, energy, and transportation. Such case studies provide readers with actionable insights and practical solutions. The book covers advanced methodologies for predicting the remaining useful life of industrial equipment, supporting readers in optimizing maintenance schedules, reducing downtime and extending the lifespan of critical assets. Covers state-of-the-art algorithms, including deep learning, transfer learning and domain adaptation, tailored for zero-sample scenarios. These tools empower readers to develop robust fault diagnosis and RUL prediction systems, enhancing predictive maintenance capabilities and ensuring the reliability of industrial systems.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Hongpeng Yin,Li Cai,Peng Zhang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443442916\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443442919\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/01\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 200\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Hongpeng Yin","offers":[{"title":"Paperback","offer_id":47580041871615,"sku":"9780443442919","price":145.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9368b5a2-0d13-4c81-b201-520faa592735.jpg?v=1763878394","url":"https:\/\/www.whiterainbookhouse.com\/products\/industrial-fault-diagnosis-and-remaining-hongpeng-yin-9780443442919","provider":"WR Book House","version":"1.0","type":"link"}