Machine Vision and Industrial Robotics in Manufacturing: Approaches, Technologies, and Applications

Khang, Alex, Abdullayev Hajimahmud, Vugar, Misra, Anuradha

  • 出版商: CRC
  • 出版日期: 2024-07-29
  • 售價: $6,390
  • 貴賓價: 9.5$6,071
  • 語言: 英文
  • 頁數: 492
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032565977
  • ISBN-13: 9781032565972
  • 相關分類: 機器人製作 Robots
  • 海外代購書籍(需單獨結帳)

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商品描述

This book covers the basics of machine vision and robotics in the manufacturing industry. Major applicability of intelligent machines and robotics in the manufacturing sector are explored in three major areas of product traceability, remote product-monitoring, supply chain, logistics, and product record management. Machine Vision and Industrial Robotics in Manufacturing: Approaches, Technologies, and Applications explains advanced technologies based on Artificial Intelligence and Industrial Internet of Things related to smart manufacturing applications.

The book introduces the emerging machines and robotics applications that are enabling smart factories initiatives worldwide. The chapters examine labor productivity, factory device installation, and defective product detection. The authors share modern models, emerging technologies, designs, frameworks, theories, practices, and sustainable approaches to design and implement machine vision with industrial robotics. They also examine the challenging issues associated with the leveraging of technologies related to machine vision, computer vision, robotics, Internet of Things, Industrial Internet of Things technologies, Artificial Intelligence-equipped machines, applications, and automatic techniques for intelligent manufacturing systems and smart factory infrastructure in the era of Industry 4.0 manufacturing. The authors also examine topics such as the role of existing management and production solutions, their limitations, and future directions in manufacturing industry.

This book targets a mixed audience of students, engineers, scholars, researchers, academics and professionals who are learning, researching, and working in the field of MV, AI, IIoT, CV, and robotic technologies from different industries and economics.

商品描述(中文翻譯)

本書涵蓋了製造業中機器視覺和機器人技術的基本知識。智能機器和機器人在製造領域的主要應用集中在產品可追溯性、遠程產品監控、供應鏈、物流和產品記錄管理三個主要領域。《機器視覺與製造業的工業機器人:方法、技術與應用》解釋了基於人工智慧和工業物聯網的先進技術,這些技術與智能製造應用相關。

本書介紹了促進全球智能工廠倡議的新興機器和機器人應用。各章節探討了勞動生產力、工廠設備安裝和缺陷產品檢測。作者分享了現代模型、新興技術、設計、框架、理論、實踐以及設計和實施機器視覺與工業機器人的可持續方法。他們還探討了與機器視覺、計算機視覺、機器人技術、物聯網、工業物聯網技術、配備人工智慧的機器、應用以及智能製造系統和智能工廠基礎設施的自動化技術相關的挑戰性問題,這些問題在工業4.0製造時代尤為重要。作者還探討了現有管理和生產解決方案的角色、其局限性以及未來在製造業的發展方向。

本書的目標讀者為學生、工程師、學者、研究人員、學術界人士及專業人士,他們來自不同的行業和經濟體,正在學習、研究和從事機器視覺、人工智慧、工業物聯網、計算機視覺和機器人技術的相關工作。

作者簡介

Alex Khang, D.Sc., D.Litt., is a professor of Information technology, an AI and data scientist and senior portfolio manager at the Global Research Institute of Technology and Engineering, Raleigh, North Carolina. He has more than 28 years of experience in teaching computer and data science at universities and other institutions in Vietnam, India, and the United States. He has held the titles of software product manager, data engineer, AI engineer, cloud computing architect, solution architect, software architect, and database expert working for international corporations in Germany, Sweden, and Singapore, among others. He has published 74 Scopusindexed documents, 54 authored books (on software development), 25 edited books, and 50 book chapters, in addition to upcoming projects, in the field of artificial intelligence. ORCID: 0000-0001-8379-4659.

Vugar Abdullayev Hajimahmud, D.Sc., is an associate professor at Azerbaijan University of Architecture and Construction and Azerbaijan State Oil and Industry University, Baku. He is author of 61 scientific papers. His research is related to the study of cyber-physical systems, Internet of Things, Big Data, smart city, and information technologies. He has published four book chapters and two edited books in healthcare ecosystems. ORCID: 0000-0002-3348-2267.

Anuradha Misra, D.Sc., is assistant professor at Amity University, Uttar Pradesh, Lucknow Campus, India. She has taught in higher education for the past 14 years. She is member of professional organizations such as IAENG and IET (UK), a lifetime member of AUN Research Labs, and a member of IEDRC. She has edited and reviewed various referred and peer-reviewed journals. She has presented various papers in different national and international conferences. ORCID: 0000- 0002-7479-7636.

Eugenia Litvinova, D.Sc., is professor at Kharkov National University of Radio Electronics, Ukraine. Her research areas include: Digital systems testing and testable design, SOC design verification, and brain-like computing, computer-aided system for logic simulation, test generation, and fault diagnosis of digital devices and systems. She has been a member of an organizing committee of IEEE East- West Design & Test Symposium since 2007. She also is an assistant editor of the scientific journal Radio Electronics and Informatics. She has published more than 240 publications, including 9 books, and 90 Scopus-indexed documents. ORCID: 0000-0002-9797-5271.

作者簡介(中文翻譯)

亞歷克斯·康(Alex Khang),D.Sc.,D.Litt.,是北卡羅來納州羅利全球科技與工程研究所的資訊科技教授、人工智慧與數據科學家及高級投資組合經理。他在越南、印度和美國的多所大學及其他機構教授計算機和數據科學已有超過28年的經驗。他曾擔任軟體產品經理、數據工程師、人工智慧工程師、雲計算架構師、解決方案架構師、軟體架構師及數據庫專家,並在德國、瑞典、新加坡等國際企業工作。他在人工智慧領域發表了74篇Scopus索引的文獻,撰寫了54本書(關於軟體開發)、編輯了25本書及50個書章,並有即將出版的項目。ORCID: 0000-0001-8379-4659。

武加爾·阿卜杜拉耶夫·哈吉馬哈穆德(Vugar Abdullayev Hajimahmud),D.Sc.,是阿塞拜疆建築與建設大學及阿塞拜疆國立石油與工業大學的副教授。他是61篇科學論文的作者。他的研究與網路物理系統、物聯網、大數據、智慧城市及資訊技術的研究有關。他在醫療生態系統中發表了四個書章和兩本編輯書。ORCID: 0000-0002-3348-2267。

阿努拉達·米斯拉(Anuradha Misra),D.Sc.,是印度烏塔爾邦阿米提大學盧克瑙校區的助理教授。她在高等教育領域教學已有14年。她是IAENG和IET(英國)等專業組織的成員,並且是AUN研究實驗室的終身會員,以及IEDRC的成員。她編輯和審查過多本參考和同行評審的期刊,並在不同的國內外會議上發表過多篇論文。ORCID: 0000-0002-7479-7636。

尤金尼亞·利特維諾娃(Eugenia Litvinova),D.Sc.,是烏克蘭哈爾科夫國立電子學大學的教授。她的研究領域包括:數位系統測試與可測試設計、SOC設計驗證、類腦計算、邏輯模擬的計算機輔助系統、測試生成及數位設備和系統的故障診斷。自2007年以來,她一直是IEEE東西方設計與測試研討會的組織委員會成員。她也是科學期刊《無線電子學與資訊學》的助理編輯。她發表了超過240篇出版物,包括9本書和90篇Scopus索引的文獻。ORCID: 0000-0002-9797-5271。