Intelligent Machinery Fault Diagnostics and Prognostics: The Future of Smart Manufacturing
暫譯: 智能機械故障診斷與預測：智慧製造的未來

機械維護領域正經歷著顯著的轉變，這一變化是由智能技術與數據驅動方法的融合所推動的。本書深入探討智能機械故障診斷與預測的迷人世界，探索這些進步如何重塑我們監控、診斷和預測機械故障的方式。

《智能機械故障診斷與預測：智慧製造的未來》採用跨學科的方法，提供對智慧製造的全面理解。它討論了尖端的智慧製造技術，涵蓋了從感測器和數據分析到預測性維護的各個方面。本書提供了真實案例研究，說明這些創新如何在工業環境中成功實施，並包括實用的指導方針和方法論，以促進解決方案的實施。

本書還強調了這種方法在不同產業和製造環境中的可擴展性和適應性。無論本書是針對行業專業人士、學生還是研究人員，讀者都可以利用本書的見解來優化機械性能、最小化停機時間、降低成本並提高各自行業的安全性。

Deepam Goyal holds a B.E. (Hons.), an M.E. with a Gold Medal, and a Ph.D. in Mechanical Engineering, all from Panjab University, Chandigarh, India. Currently, he serves as an Assistant Professor at Chitkara University, Punjab, India. During his doctoral studies, he was awarded the prestigious INSPIRE Fellowship by the Department of Science and Technology, India. In 2021, 2022 and 2023, Goyal was recognized among the top 2% of scientists globally by Stanford University - a testament to his impact in the field of mechanical engineering. Additionally, he has received numerous accolades, including the Gold MILCA Award from the Confederation of Indian Industries and the esteemed Dr. S. P. Luthra Memorial Gold Medal, along with a Certificate of Merit (Academic) from the National Institute of Technical Teachers' Training and Research, Chandigarh. Dr. Goyal's prolific research output includes authorship or co-authorship of one book, 28 SCI-indexed journal articles, over 55 conference papers, and eight book chapters. He holds six patents and a copyright, further showcasing his contributions to innovation and technology. As a sought-after speaker, he has delivered invited talks across India on topics such as MATLAB, LaTeX, machine learning, research writing techniques, and personality development at various prestigious private and government institutions. In addition to his scholarly contributions, Goyal serves as a reviewer board member of prominent international journals, including ASME Journal of Vibration and Acoustics, IEEE Transactions on Instrumentation & Measurement, IEEE Transactions on Industrial Electronics, IEEE Sensors Journal, Mechanical Systems & Signal Processing, Journal of Intelligent Manufacturing, Applied Acoustics, and Measurement. Goyal's research expertise spans condition monitoring, machine fault diagnostics, vibration analysis, optimization techniques, manufacturing technology, sensors, and artificial intelligence.

Ankit Sharma serves as the Associate Director (Research) at the Centre for Research Impact and Outcome (CRIO), Chitkara University, Punjab, India. He earned his PhD in Mechanical Engineering from the prestigious Thapar Institute of Engineering and Technology, India. With over a decade of experience in academia, research, consultancy, training, and industry, Dr. Sharma has made significant contributions to his field. Dr. Sharma is actively involved in organizing the ICEMSMCI 2023 international conference, where he is the General Chair and Convenor. He has authored numerous publications in high-impact journals indexed by SCI, Scopus, and Web of Science, and has filed or published over 30 international patents. A dedicated scholar, he is the editor of several books on advanced manufacturing processes published by CRC Press, Taylor & Francis, and Elsevier, with more works in the pipeline. In addition, Dr. Sharma holds editorial positions for various international journals, including those published by Springer, Taylor & Francis, MDPI, and Chitkara University. Notably, he is the Managing Editor for AIP Conference Proceedings and serves as Series Editor for two prominent book series: Innovations in Smart Manufacturing for Long-Term Development and Growth (CRC Press) and Next Generation Manufacturing Processes (ASME). Dr. Sharma has been invited to deliver seminars and keynote talks at international conferences in the USA, China, and India. He has also received multiple Best Research Paper Awards and serves on the reviewer boards of several leading journals published by Elsevier, SAGE, Springer, Taylor & Francis, and MDPI.

Mohamad Abou Houran earned his B.S. degree in Electrical Engineering from Damascus University, Syria, in 2008. He received his M.Sc. and Ph.D. degrees in Electrical Engineering from Xi'an Jiaotong University (XJTU), China, in 2014 and 2020, respectively. In 2020, he joined XJTU as part of the prestigious Young Talent Program (at the Assistant professor Level), where he currently serves as an Associate Professor. To date, he has authored over 50 research articles in SCI-indexed journals, including more than 20 papers in JCR Q1 journals such as Applied Energy, Energy, Renewable Energy, ECM, and IEEE Transactions. He has also presented his work at leading international conferences, including APEC (USA) and ECCE (China, Japan, Korea). His research has been supported as a Principal Investigator (PI) by grants from the National Natural Science Foundation of China (NSFC), the Chinese Ministry of Science and Technology, and key R&D projects from Shaanxi Province. During his PhD, he received several awards, including Outstanding PhD Student of XJTU and the Bronze Award at the "China Internet+" College Students Innovation and Entrepreneurship Competition in 2019. In February 2022, he was elevated to IEEE Senior Member status. He also serves as a reviewer for several prestigious journals published by IEEE, IOP, and Elsevier. His research interests focus on Power Electronics, particularly in areas such as Wireless Power Transfer (WPT), Machine Learning, and Renewable Energy Technologies.

**Deepam Goyal** 擁有印度昌迪加爾的旁遮普大學（Panjab University）機械工程學士（榮譽）、碩士（以金獎畢業）及博士學位。目前，他擔任印度旁遮普的奇特卡拉大學（Chitkara University）助理教授。在攻讀博士學位期間，他獲得了印度科學技術部頒發的著名INSPIRE獎學金。2021年、2022年和2023年，Goyal被史丹佛大學評選為全球前2%的科學家，這證明了他在機械工程領域的影響力。此外，他還獲得了多項榮譽，包括印度工業聯合會頒發的金MILCA獎和著名的Dr. S. P. Luthra紀念金獎，以及昌迪加爾國立技術教師培訓與研究所頒發的學術優異證書。Goyal博士的研究成果豐碩，包括一本書的著作或合著、28篇SCI索引期刊文章、超過55篇會議論文和八個書章。他擁有六項專利和一項版權，進一步展示了他在創新和技術方面的貢獻。作為一位受歡迎的演講者，他在印度各地的多個知名私立和政府機構就MATLAB、LaTeX、機器學習、研究寫作技巧和個性發展等主題發表了邀請演講。除了學術貢獻外，Goyal還擔任多本國際期刊的審稿委員會成員，包括《ASME Journal of Vibration and Acoustics》、《IEEE Transactions on Instrumentation & Measurement》、《IEEE Transactions on Industrial Electronics》、《IEEE Sensors Journal》、《Mechanical Systems & Signal Processing》、《Journal of Intelligent Manufacturing》、《Applied Acoustics》和《Measurement》。Goyal的研究專長涵蓋狀態監測、機器故障診斷、振動分析、優化技術、製造技術、傳感器和人工智慧。

**Ankit Sharma** 擔任印度旁遮普奇特卡拉大學研究影響與成果中心（Centre for Research Impact and Outcome, CRIO）的副主任（研究）。他在印度著名的塔帕爾工程技術學院（Thapar Institute of Engineering and Technology）獲得機械工程博士學位。擁有超過十年的學術、研究、顧問、培訓和行業經驗，Sharma博士在其領域做出了重要貢獻。Sharma博士積極參與組織ICEMSMCI 2023國際會議，擔任總主席和召集人。他在SCI、Scopus和Web of Science索引的高影響力期刊上發表了多篇論文，並已申請或發表超過30項國際專利。作為一位專注的學者，他是多本由CRC Press、Taylor & Francis和Elsevier出版的先進製造過程書籍的編輯，並有更多作品在籌備中。此外，Sharma博士還擔任多本國際期刊的編輯職位，包括由Springer、Taylor & Francis、MDPI和奇特卡拉大學出版的期刊。值得注意的是，他是AIP Conference Proceedings的主編，並擔任兩個重要書系的系列編輯：長期發展與增長的智能製造創新（CRC Press）和下一代製造過程（ASME）。Sharma博士受邀在美國、中國和印度的國際會議上發表研討會和主題演講。他還獲得了多項最佳研究論文獎，並擔任多本由Elsevier、SAGE、Springer、Taylor & Francis和MDPI出版的領先期刊的審稿委員會成員。

**Mohamad Abou Houran** 於2008年在敘利亞大馬士革大學獲得電機工程學士學位。他於2014年和2020年分別在中國西安交通大學（Xi'an Jiaotong University, XJTU）獲得電機工程碩士和博士學位。2020年，他作為西安交通大學的青年人才計劃成員（助理教授級別）加入該校，目前擔任副教授。至今，他在SCI索引期刊上發表了超過50篇研究文章，其中包括20多篇JCR Q1期刊的論文，如《Applied Energy》、《Energy》、《Renewable Energy》、《ECM》和《IEEE Transactions》。他還在APEC（美國）和ECCE（中國、日本、韓國）等主要國際會議上展示了他的研究成果。他的研究得到了中國國家自然科學基金（NSFC）、中國科技部和陝西省重點研發項目的資助，作為首席研究員（PI）。在攻讀博士學位期間，他獲得了多項獎項，包括西安交通大學的優秀博士生和2019年「中國互聯網+」大學生創新創業競賽的銅獎。2022年2月，他晉升為IEEE高級會員。他還擔任多本由IEEE、IOP和Elsevier出版的知名期刊的審稿人。他的研究興趣集中在電力電子，特別是在無線電力傳輸（WPT）、機器學習和可再生能源技術等領域。