Artificial Intelligence in Tribology
暫譯: 摩擦學中的人工智慧
Singh, Jashanpreet, Vasudev, Hitesh
- 出版商: CRC
- 出版日期: 2026-08-06
- 售價: $5,120
- 貴賓價: 9.5 折 $4,864
- 語言: 英文
- 頁數: 288
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1041035284
- ISBN-13: 9781041035282
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相關分類:
Machine Learning
尚未上市，無法訂購
商品描述
Artificial Intelligence in Tribology presents the use of machine learning, AI, neural networks, and optimization algorithms in studying friction, wear, and lubrication. It explores the selection of materials, modeling of the tribo-system, prediction of tribological behavior, and assessment and optimization of performance across numerous systems.
Addressing tribological problems from macroscale to nanoparticles, this book discusses AI-driven methods to improve productivity, detect disasters, and support sustainable engineering. Case studies from various industries, such as automotive, aerospace, renewable energy, and marine engineering, highlight the transformative impact of AI in real-world scenarios.
This book will interest researchers and graduate students studying AI integration and advances in surface engineering, tribology, and materials science.
商品描述(中文翻譯)
《摩擦學中的人工智慧》介紹了機器學習、人工智慧、神經網絡和優化算法在研究摩擦、磨損和潤滑中的應用。它探討了材料的選擇、摩擦系統的建模、摩擦行為的預測，以及在多個系統中性能的評估和優化。
本書從宏觀尺度到納米顆粒，針對摩擦學問題，討論了以人工智慧驅動的方法來提高生產力、檢測災害和支持可持續工程。來自汽車、航空航天、可再生能源和海洋工程等各行各業的案例研究，突顯了人工智慧在現實場景中的變革性影響。
本書將吸引研究人工智慧整合及表面工程、摩擦學和材料科學進展的研究人員和研究生。
作者簡介
Dr. Jashanpreet Singh is an Assistant Professor at Chandigarh University, Mohali, India. In 2019, he earned his Ph.D. from Thapar Institute of Engineering and Technology, Patiala, India. He has several years of both teaching experience and industry experience. His research interests include tribology, solid particle erosion, power plant engineering, ash conveying, thermal spray coatings, CFD simulation, composites, and materials characterization. He has authored over a hundred research publications indexed in the Scopus database. He has authored and edited five books with CRC Press. He serves as a reviewer for various journals, and he is a member of AICTSD, IAENG, and NITTSD.
Dr. Hitesh Vasudev is a Professor in the School of Mechanical Engineering at Lovely Professional University, Phagwara, Punjab, India. He earned his Ph.D. in 2018 from Guru Nanak Dev Engineering College, Ludhiana, India. His primary research interests are surface engineering, with particular emphasis on thermal spray technologies; development of nanostructured, multimodal, and high-entropy alloy coatings for high-temperature oxidation and corrosion resistance; thermal barrier coatings (TBCs); and microwave processing of materials. He has made significant scholarly contributions to the field of thermal spray coatings through numerous publications in reputed international journals.
作者簡介(中文翻譯)
Dr. Jashanpreet Singh 是印度莫哈里昌迪加爾大學的助理教授。他於2019年在印度帕提亞拉的塔帕爾工程與技術學院獲得博士學位。他擁有數年的教學經驗和產業經驗。他的研究興趣包括摩擦學、固體顆粒侵蝕、電廠工程、灰燼輸送、熱噴塗塗層、計算流體力學模擬、複合材料和材料特性分析。他已發表超過一百篇在Scopus數據庫中索引的研究論文。他與CRC Press合著和編輯了五本書籍。他擔任多個期刊的審稿人，並且是AICTSD、IAENG和NITTSD的成員。
Dr. Hitesh Vasudev 是印度旁遮普邦法格瓦拉的Lovely Professional University機械工程學院的教授。他於2018年在印度盧迪亞納的古魯納納克德夫工程學院獲得博士學位。他的主要研究興趣是表面工程，特別強調熱噴塗技術；開發用於高溫氧化和腐蝕抗性的納米結構、多模態和高熵合金塗層；熱障塗層（TBCs）；以及材料的微波處理。他在熱噴塗塗層領域通過在知名國際期刊上發表大量論文做出了重要的學術貢獻。
