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Sibalija - Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0 (Issn)

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Soft Computing in Smart Manufacturing: Solutions toward Industry 5.0 (Issn): summary, description and annotation

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This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing.

Areas of interest include but are not limited to applications of soft computing to address the following:

  • dynamic process/system modeling and simulation,
  • dynamic process/system parametric optimization,
  • dynamic planning and scheduling,
  • smart, predictive maintenance,
  • intelligent and autonomous systems,
  • improved machine cognition,
  • effective digital twins integration,
  • human-machine collaboration, robots, and cobots.

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De Gruyter Series in Advanced Mechanical Engineering Edited by J Paulo Davim - photo 1

De Gruyter Series in Advanced Mechanical Engineering

Edited by

J. Paulo Davim

Volume

ISBN 9783110693171

e-ISBN (PDF) 9783110693225

e-ISBN (EPUB) 9783110693256

Bibliographic information published by the Deutsche Nationalbibliothek

The Deutsche Nationalbibliothek lists this publication in the Deutsche Nationalbibliografie; detailed bibliographic data are available on the Internet at http://dnb.dnb.de.

2022 Walter de Gruyter GmbH, Berlin/Boston

About the editors

J. Paulo Davim received his Ph.D. degree in Mechanical Engineering in 1997, M.Sc. degree in Mechanical Engineering (materials and manufacturing processes) in 1991, Mechanical Engineering degree (5 years) in 1986, from the University of Porto (FEUP), the Aggregate title (Full Habilitation) from the University of Coimbra in 2005, and the D.Sc. (Higher Doctorate) from the London Metropolitan University in 2013. He was awarded Senior Chartered Engineer by the Portuguese Institution of Engineers with an MBA and has Specialist titles in Engineering and Industrial Management as well as in Metrology. He is also Eur Ing by FEANI-Brussels and Fellow (FIET) of IET-London. Currently, he is the Professor at the Department of Mechanical Engineering at the University of Aveiro, Portugal. He is also distinguished as honorary professor in several universities/colleges. He has more than 30 years of teaching and research experience in Manufacturing, Materials, Mechanical, and Industrial Engineering, with special emphasis in Machining & Tribology. He has also interest in Management, Engineering Education and in Higher Education for Sustainability. He has guided large numbers of postdoc, Ph.D., and masters students and has coordinated and participated in several financed research projects. He has received several scientific awards and honors. He has worked as evaluator of projects for ERCEuropean Research Council and other international research agencies and is also an examiner of Ph.D. thesis for many universities in different countries. He is the Editor-in-Chief of several international journals, Guest Editor of journals, books Editor, book Series Editor, and Scientific Advisor for many international journals and conferences. Presently, he is an Editorial Board member of 30 international journals and acts as reviewer for more than 100 prestigious Web of Science journals. In addition, he has also published as editor (and co-editor) more than 150 books and as author (and co-author) more than 15 books, 100 book chapters, and 500 articles in journals and conferences (more than 250 articles in journals indexed in the Web of Science core collection/h-index 55+/9,500+citations, SCOPUS/h-index 60+/12,000+citations, GoogleScholar/h-index 77+/19,500+citations).

Tatjana Sibalija received her Ph.D. degree in Mechanical Engineering in 2009, Master degree (3 years) in 2005, and B.Sc. degree in 1998, from the Department of Production Engineering, Faculty of Mechanical Engineering at the University of Belgrade. She is Full Professor at the Faculty of Information Technologies and Faculty of Management at Belgrade Metropolitan University. Her research interests include manufacturing, production and industrial engineering, artificial intelligence, intelligent manufacturing, digital/smart factories, process modelling, design and optimization, and information systems.

She is the editor of three books, author of 6 books, 7 book chapters, and has published over 130 papers in peer-reviewed international journals and at refereed international conferences. She has served as a chair of many conference sessions/workshops, a member of over 30 scientific advisory boards/program committees of international conferences, and member of the editorial board and a guest editor of several international scientific journals. She has delivered many invited speeches in Europe and Asia, and has been awarded with eight awards and honors.

She is the vice-president of the national team of the European Technology Platform for Future Manufacturing Technologies ManuFuture, member of the Managing Board of National Organisation for Quality, and president of the National Committee for Six Sigma and business process improvement models. She has been coordinating and participating in several international research projects and projects for the industry. Since 2009, she has been engaged as FP7/Horizon 2020 (European Commission) expert/advisor on the FP7/Horizon 2020 projects for review, selection, and monitoring.

List of contributing authors

(in order of appearance in the book)

Awais Ikram, Faculty of Mechanical Engineering, University of Ljubljana, Ljubljana, Slovenia

Franci Puavec, Faculty of Mechanical Engineering, University of Ljubljana, Ljubljana, Slovenia

Jrgen Neises, FUJITSU Technology Solutions GmbH, Dsseldorf, Germany

Spyridon Evangelatos, INTRASOFT International S.A., Athens, Greece

Thomas Walloschke, Secon Trust Consult, Berlin, Germany

George Moldovan, Raiffeisen Bank International AG, Vienna, Austria

Hendrik Eikerling, FRAUNHOFER IEM, Paderborn, Germany

Bianca Popovici, Siemens SRL, Brasov, Romania

Cosmin Grigoras, Siemens SRL, Brasov, Romania

Daniel Calvo, ATOS Spain S.A., Santander, Spain

Adrien Hemmer, Institut National de Recherche en Informatique et en Automatique, Nancy, France

John Soldatos, INTRASOFT International S.A., Athens, Greece

Zoran Miljkovi, Department of Production Engineering, Faculty of Mechanical Engineering, University of Belgrade, Belgrade, Serbia

Lazar oki, Department of Production Engineering, Faculty of Mechanical Engineering, University of Belgrade, Belgrade, Serbia

Milica Petrovi, Department of Production Engineering, Faculty of Mechanical Engineering, University of Belgrade, Belgrade, Serbia

Bojan Babi, Department of Production Engineering, Faculty of Mechanical Engineering, University of Belgrade, Belgrade, Serbia

Maznah Iliyas Ahmad, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia; Department of Mechanical Engineering, Politeknik Sultan Azlan Shah, Behrang, Perak, Malaysia

Yusri Yusof, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Md Elias Daud, Department of Mechanical Engineering, Politeknik Sultan Salahuddin Abdul Aziz Shah, Shah Alam, Selangor, Malaysia

Kamran Latif, Faculty of Mechanical and Manufacturing Engineering Technology, Universiti Teknikal Malaysia Melaka, Durian Tunggal, Melaka, Malaysia

Aini Zuhra Abdul Kadir, School of Mechanical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Johor Bahru, Malaysia

Anbia Adam, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Noor Hatem, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Yazid Saif, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Danish Memon, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Zohib Khan, Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia

Branislav Sredanovi

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