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Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system

This book provides energy efficiency quantitative analysis and optimal methods for discrete manufacturing systems from the perspective of global optimization. In order to analyze and optimize energy efficiency for discrete manufacturing systems, it uses real-time access to energy consumption informa...

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Detalles Bibliográficos
Autores principales: Wang, Yan, Liu, Cheng-Lin, Ji, Zhi-Cheng
Lenguaje:eng
Publicado: Springer 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-15-4462-0
http://cds.cern.ch/record/2720422
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author Wang, Yan
Liu, Cheng-Lin
Ji, Zhi-Cheng
author_facet Wang, Yan
Liu, Cheng-Lin
Ji, Zhi-Cheng
author_sort Wang, Yan
collection CERN
description This book provides energy efficiency quantitative analysis and optimal methods for discrete manufacturing systems from the perspective of global optimization. In order to analyze and optimize energy efficiency for discrete manufacturing systems, it uses real-time access to energy consumption information and models of the energy consumption, and constructs an energy efficiency quantitative index system. Based on the rough set and analytic hierarchy process, it also proposes a principal component quantitative analysis and a combined energy efficiency quantitative analysis. In turn, the book addresses the design and development of quantitative analysis systems. To save energy consumption on the basis of energy efficiency analysis, it presents several optimal control strategies, including one for single-machine equipment, an integrated approach based on RWA-MOPSO, and one for production energy efficiency based on a teaching and learning optimal algorithm. Given its scope, the book offers a valuable guide for students, teachers, engineers and researchers in the field of discrete manufacturing systems.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2020
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spelling cern-27204222021-04-21T18:07:46Zdoi:10.1007/978-981-15-4462-0http://cds.cern.ch/record/2720422engWang, YanLiu, Cheng-LinJi, Zhi-ChengQuantitative analysis and optimal control of energy efficiency in discrete manufacturing systemMathematical Physics and MathematicsThis book provides energy efficiency quantitative analysis and optimal methods for discrete manufacturing systems from the perspective of global optimization. In order to analyze and optimize energy efficiency for discrete manufacturing systems, it uses real-time access to energy consumption information and models of the energy consumption, and constructs an energy efficiency quantitative index system. Based on the rough set and analytic hierarchy process, it also proposes a principal component quantitative analysis and a combined energy efficiency quantitative analysis. In turn, the book addresses the design and development of quantitative analysis systems. To save energy consumption on the basis of energy efficiency analysis, it presents several optimal control strategies, including one for single-machine equipment, an integrated approach based on RWA-MOPSO, and one for production energy efficiency based on a teaching and learning optimal algorithm. Given its scope, the book offers a valuable guide for students, teachers, engineers and researchers in the field of discrete manufacturing systems.Springeroai:cds.cern.ch:27204222020
spellingShingle Mathematical Physics and Mathematics
Wang, Yan
Liu, Cheng-Lin
Ji, Zhi-Cheng
Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title_full Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title_fullStr Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title_full_unstemmed Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title_short Quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
title_sort quantitative analysis and optimal control of energy efficiency in discrete manufacturing system
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-981-15-4462-0
http://cds.cern.ch/record/2720422
work_keys_str_mv AT wangyan quantitativeanalysisandoptimalcontrolofenergyefficiencyindiscretemanufacturingsystem
AT liuchenglin quantitativeanalysisandoptimalcontrolofenergyefficiencyindiscretemanufacturingsystem
AT jizhicheng quantitativeanalysisandoptimalcontrolofenergyefficiencyindiscretemanufacturingsystem