Industry 4.0: The Power of Data: Selected Papers from the 15th International Conference on Industrial Engineering and Industrial Management
暫譯: 工業4.0:數據的力量:第15屆國際工業工程與工業管理會議選輯論文
Izquierdo, Luis R., Santos, José Ignacio, Lavios, Juan José
相關主題
商品描述
Industry 4.0: The Power of Data will help academic researchers and practitioners in industrial engineering and industrial management to keep abreast of state-of-the-art developments in these subjects.
商品描述(中文翻譯)
本書是2021年第十五屆國際工業工程與工業管理會議上所呈現的一些最佳論文的彙編。該會議由 ADINGOR(組織工程發展協會)推廣,並由布爾戈斯大學組織,於2021年7月8日和9日在線上舉行。
本書突顯了一些最新的研究進展和針對工業工程與工業管理的真實案例研究的前沿分析,涵蓋了廣泛的國際背景。它還識別了業務應用以及在運營管理和決策科學領域的最新發現和創新。《工業4.0:數據的力量》將幫助學術研究者和工業工程與工業管理的實務工作者掌握這些領域的最新發展。
作者簡介
José I. Santos Martín is an Associate Professor in Industrial Organization, with a background in Computer Modelling, Information Systems, and Economics. His main area of expertise is the modeling of Complex Systems. Most of his research focuses on the application of methods and techniques for the study of complex systems, mainly agent-based modeling, complex network theory, and also, machine learning techniques that facilitate the analysis of simulation models that generate large data sets. He has collaborated in more than 20 papers in journals such as PloS One, Scientific Reports, Royal Society Open Science, and Journal of Artificial Societies and Social Simulation.
Juan J. Lavios is an Associate Professor in Industrial Organisation at the Higher Polytechnic School of Universidad de Burgos. His main research interests include distributed systems, coordination mechanisms, scheduling and multi-agent systems. He has taken part in several research projects regarding social and organizational modelling and production management: Multi-agent systems for the control of distributed job shop manufacturing systems (financed by the Spanish Ministry of Economic Affairs and Competitiveness ) and simulation of human behaviour (SIMULPAST). In the last few years, he has been researching in sustainable production practices, with a focus on the automotive sector. As for educational innovation, he uses a wide range of methodologies to promote creativity and foster entrepreneurship.
Virginia Ahedo is a research fellow and assistant lecturer in Complex Systems and Data Analysis at Universidad de Burgos. Her main research interests include Complex Systems modelling, Network Science, Machine Learning, Operations Research and Management Engineering. She has participated as a modeller and data analyst in several national and international research projects that led to publications in renowned multidisciplinary journals. In particular, she has notable experience in the application of Complex Systems analysis techniques to the Social Sciences. Lastly, she is also an enthusiast of educational innovation, having worked in the development of different educational tools that are already being successfully used in higher education.作者簡介(中文翻譯)
路易斯·R·伊斯基爾多是工業組織的教授,擁有計算建模、經濟學和數學的背景。他的主要專業領域是演化博弈論和複雜系統的分析。他的大部分研究位於經濟學和計算機科學的交界處,並已在《理論經濟學》、《經濟理論期刊》、《博弈與經濟行為》、《社會模擬與社會科學期刊》(JASSS)以及《演化經濟學期刊》等期刊上發表了超過30篇論文。他還是JCR期刊JASSS的副編輯。最後,路易斯是超過30個開源計算程序的作者,這些程序可在網上免費獲得,並附有全面的用戶指南。這些程序被全球許多學者用於研究和教學目的。
荷西·I·聖馬丁是工業組織的副教授,擁有計算建模、資訊系統和經濟學的背景。他的主要專業領域是複雜系統的建模。他的大部分研究集中在複雜系統研究的方法和技術的應用上,主要包括基於代理的建模、複雜網絡理論,以及促進生成大型數據集的模擬模型分析的機器學習技術。他已在《PloS One》、《科學報告》、《皇家學會開放科學》和《人工社會與社會模擬期刊》等期刊上合作發表了超過20篇論文。
胡安·J·拉維奧斯是布爾戈斯大學高等理工學院的工業組織副教授。他的主要研究興趣包括分佈式系統、協調機制、排程和多代理系統。他參與了幾個有關社會和組織建模及生產管理的研究項目:分佈式工作車間製造系統的多代理系統控制(由西班牙經濟事務和競爭力部資助)和人類行為模擬(SIMULPAST)。在過去幾年中,他一直在可持續生產實踐方面進行研究,重點關注汽車行業。至於教育創新,他使用多種方法來促進創造力和培養企業精神。
維吉尼亞·阿赫多是布爾戈斯大學複雜系統與數據分析的研究員和助理講師。她的主要研究興趣包括複雜系統建模、網絡科學、機器學習、運籌學和管理工程。她作為建模者和數據分析師參與了幾個國內和國際研究項目,並在知名的多學科期刊上發表了相關論文。特別是,她在將複雜系統分析技術應用於社會科學方面擁有顯著的經驗。最後,她也是教育創新的熱衷者,曾參與開發不同的教育工具,這些工具已在高等教育中成功使用。