Intelligent Systems and Industrial Internet of Things for Sustainable Development
暫譯: 智慧系統與工業物聯網在可持續發展中的應用
Reddy, C. Kishor Kumar, Anisha, P. R., Mohd Hanafiah, Marlia
相關主題
商品描述
The book studies emerging and sustaining technologies for applications of Industry 5.0 to develop technological solutions to address numerous real-life challenges to solve sustainable development-related issues. It identifies limitations, pitfalls, and open research questions in industry 5.0, discusses real-time problems, and challenges with equivalent solutions with a focus on sustainable growth to develop, humanization and environmentally friendly intelligent system applications. It analyses applications enabled by Industry 5.0 such as healthcare, supply chain, smart framing, remote sensing, production in manufacturing, and cloud manufacturing. It also includes the difficulties and problems posed by the organization between robots and humans on the assembly line to maintain sustainability.
- Addresses key challenges in implementing intelligent systems in IoT-based applications, including issues ranging from cost and energy efficiency to availability and quality of service
- Explores the technologies to allow human-machine association and its impact on consumption and sustainability
- Provides sustainable solutions to emerging industrial problems, especially in healthcare, manufacturing, remote sensing, environmental engineering
- Examines need for data pre-processing, classification & prediction, Cluster Analysis, Mining Multimedia, Text, and Web Data, Advanced machine learning techniques for scientific programming in Industry
- Presents success stories in the form of case studies of IIoT, IIoRT, Big Data, Intelligent Systems, Deep Learning in Industry 5.0 era
The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology, especially for professionals and researchers interested in the technological side of sustainable development.
商品描述(中文翻譯)
本書研究了應用於工業5.0的新興與持續技術，以開發技術解決方案來應對眾多現實挑戰，解決可持續發展相關問題。它識別了工業5.0中的限制、陷阱和未解的研究問題，討論了實時問題及其挑戰，並提供相應的解決方案，重點在於可持續增長，以發展人性化和環保的智能系統應用。它分析了工業5.0所啟用的應用，如醫療保健、供應鏈、智能農業、遙感、製造業生產和雲製造。它還包括了在裝配線上機器人與人類之間的組織所帶來的困難和問題，以維持可持續性。
- 解決在基於物聯網的應用中實施智能系統的關鍵挑戰，包括從成本和能源效率到可用性和服務質量等問題
- 探索使人機協作成為可能的技術及其對消費和可持續性的影響
- 提供針對新興工業問題的可持續解決方案，特別是在醫療保健、製造、遙感和環境工程領域
- 檢視數據預處理、分類與預測、聚類分析、多媒體挖掘、文本和網頁數據挖掘、以及工業中科學編程的先進機器學習技術的需求
- 以案例研究的形式呈現工業5.0時代的IIoT、IIoRT、大數據、智能系統和深度學習的成功故事
本書適合研究生、專業人士和在計算機科學及資訊技術領域工作的學術研究者，特別是對可持續發展的技術面感興趣的專業人士和研究者。
作者簡介
Dr C Kishor Kumar Reddy, currently working as Associate Professor, Dept. of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, India. He has research and teaching experience of more than 10 years. He has published more than 50 research papers in National and International Conferences, Book Chapters, and Journals indexed by SCIE, Scopus and others. He is an author for 2 text books and 2 co-edited books. He acted as the special session chair for Springer FICTA 2020, 2022, SCI 2021, INDIA 2022 and IEEE ICCSEA 2020 conferences. He is the corresponding editor of AMSE 2021 conferences, published by IoP Science JPCS. He is the member of ISTE, CSI, IAENG, UACEE, IACSIT.
Dr P R Anisha, TEDx Speaker, is currently working as Associate Professor, Dept. of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, India. She holds a teaching experience of 9+ years. She received her Doctoral Degree from K L University, Guntur, India. Her area of interest includes Artificial Intelligence, Machine Learning, Image Processing. She has 35 + research articles published in International Conferences and Journals. She has co - authored two books named Introduction to C, C++ programming. She has acted as the special session chair for International Conferences for Springer - INDIA 2019, 2022, SCI 2021, FICTA 2020, 2022 besides the IEEE conference ICCSEA 2020. She is the member of ACM and IAENG professional bodies.
Dr Marlia Mohd Hanafiah is a Professor and Head, Centre for Tropical Climate Change System, Institute of Climate Change, The National University of Malaysia, Malaysia. Areas of Research Expertise: Life Cycle Impact Assessment (LCA) and Environmental Foot printing of Green Materials and Energy, Environmental Engineering, Wastewater Treatment & Water Management, Green Technology and Sustainability. She has a total academic teaching experience of 15+ years with more than 170 publications in reputed journals and online book chapter contributions (Indexed By: SCI, SCIE, SSCI, Scopus, DBLP). She received research grant and consultation (as project leader & team member) of more than RM 7 million.
Prof. Srinath Doss is the Professor and Dean in the Faculty of Engineering and Technology, Botho University, responsible for Botswana, Lesotho, Eswatini, Namibia and Ghana Campuses. He has previously worked with various reputed Engineering colleges in India, and with Garyounis University, Libya. He has written good number of books and more than 80 papers in International Journals and attended several prestigious conferences. His research interests include MANET, Information Security, Network Security and Cryptography, Artificial Intelligence, Cloud Computing and Wireless and Sensor Network. He serves as an editorial member and reviewer for reputed international journals, and an advisory member for various prestigious conference. Prof. Srinath is member of IAENG and Associate Member in UACEE.
Dr Kari Lippert is an Assistant Professor at University of South Alabama, USA. Kari received her D.Sc from University of South Alabama in 2018, Ph.D in 2012 and MS from Johns Hopkins University in 2002. She is an Instructor and Subject Matter Expert bringing deep expertise in systems engineering, data science, and cyber analysis and significant experience teaching undergraduate and graduate students. She delivers a diverse industry background across analytical science, digital network exploitation, programming, systems architecture and design, mathematics, medicinal chemistry, protein folding, big data analysis, and research for well-known organizations and agencies.
作者簡介(中文翻譯)
Dr C Kishor Kumar Reddy目前擔任印度海得拉巴Stanley女子工程與技術學院計算機科學與工程系的副教授。他擁有超過10年的研究和教學經驗，已在國內外會議、書籍章節及被SCIE、Scopus等索引的期刊上發表超過50篇研究論文。他是兩本教科書和兩本合編書籍的作者。他曾擔任Springer FICTA 2020、2022、SCI 2021、INDIA 2022及IEEE ICCSEA 2020會議的特別會議主席。他是AMSE 2021會議的通訊編輯，該會議由IoP Science JPCS出版。他是ISTE、CSI、IAENG、UACEE及IACSIT的成員。
Dr P R Anisha，TEDx演講者，目前擔任印度海得拉巴Stanley女子工程與技術學院計算機科學與工程系的副教授。她擁有超過9年的教學經驗，並於印度Guntur的K L大學獲得博士學位。她的研究興趣包括人工智慧、機器學習和影像處理。她在國際會議和期刊上發表了35篇以上的研究文章。她共同撰寫了兩本名為《Introduction to C, C++ programming》的書籍。她曾擔任Springer - INDIA 2019、2022、SCI 2021、FICTA 2020、2022及IEEE會議ICCSEA 2020的特別會議主席。她是ACM和IAENG專業機構的成員。
Dr Marlia Mohd Hanafiah是馬來西亞國立大學熱帶氣候變化系統中心的教授及主任。她的研究專長包括綠色材料和能源的生命週期影響評估（LCA）及環境足跡、環境工程、污水處理與水管理、綠色技術及可持續性。她擁有超過15年的教學經驗，並在知名期刊上發表了超過170篇論文及在線書籍章節（索引：SCI、SCIE、SSCI、Scopus、DBLP）。她獲得的研究經費和諮詢（作為項目負責人及團隊成員）超過700萬馬幣。
Prof. Srinath Doss是Botho大學工程與技術學院的教授及院長，負責博茨瓦納、萊索托、斯威士蘭、納米比亞和加納校區。他曾在印度多所知名工程學院及利比亞的Garyounis大學工作。他撰寫了多本書籍，並在國際期刊上發表了超過80篇論文，參加了多個知名會議。他的研究興趣包括自組織網路（MANET）、資訊安全、網路安全與密碼學、人工智慧、雲計算及無線和感測器網路。他擔任多個知名國際期刊的編輯成員和審稿人，並是多個知名會議的顧問成員。Srinath教授是IAENG的成員，並是UACEE的副會員。
Dr Kari Lippert是美國南阿拉巴馬大學的助理教授。Kari於2018年獲得南阿拉巴馬大學的D.Sc學位，2012年獲得Ph.D，2002年獲得約翰霍普金斯大學的碩士學位。她是一位講師和主題專家，擁有系統工程、數據科學和網絡分析的深厚專業知識，並在本科生和研究生教學方面擁有豐富經驗。她在分析科學、數位網絡利用、程式設計、系統架構與設計、數學、藥物化學、蛋白質摺疊、大數據分析及為知名組織和機構進行研究方面擁有多元的行業背景。
