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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...
Autores principales: | , , |
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Lenguaje: | eng |
Publicado: |
Springer
2020
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-981-15-4462-0 http://cds.cern.ch/record/2720422 |
_version_ | 1780965787714977792 |
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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. |
id | cern-2720422 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2020 |
publisher | Springer |
record_format | invenio |
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 |