Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems

Reconfigurable manufacturing system is the new type of manufacturing system which is designed for a part family and it can change its function and capacity by rearranging of software and hardware components whenever required. In a manufacturing system, products and/or product families are needed t...

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Detalles Bibliográficos
Autores principales:	Durga Prasad, S. C. Jayswal
Formato:	article
Lenguaje:	EN
Publicado:	Prince of Songkla University 2021
Materias:	reconfigurable manufacturing system reconfigurable machines scheduling fuzzy logic fuzzy rules Technology T Technology (General) T1-995 Science Q Science (General) Q1-390
Acceso en línea:	https://doaj.org/article/eb7b80b68ecf40e58091c017341ed97f
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id	oai:doaj.org-article:eb7b80b68ecf40e58091c017341ed97f
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spelling	oai:doaj.org-article:eb7b80b68ecf40e58091c017341ed97f2021-11-07T16:46:26ZFuzzy logic based scheduling of the product families in reconfigurable manufacturing systems10.14456/sjst-psu.2021.1410125-3395https://doaj.org/article/eb7b80b68ecf40e58091c017341ed97f2021-08-01T00:00:00Zhttps://rdo.psu.ac.th/sjstweb/journal/43-4/21.pdfhttps://doaj.org/toc/0125-3395Reconfigurable manufacturing system is the new type of manufacturing system which is designed for a part family and it can change its function and capacity by rearranging of software and hardware components whenever required. In a manufacturing system, products and/or product families are needed to be scheduled to get more productivity and profit. In the present work, fuzzy logic based model has been prepared for scheduling of the part families for reconfigurable manufacturing system considering the industrial case. For scheduling of products, three criteria have been considered; reconfiguration effort, profit over cost and due date. Fuzzy rules have been developed according to behavior of these criteria. Fuzzy logic model has been made in MATLAB. This model can be used to predict the schedule for maximum for considering reconfiguration effort and due date. Results of the model have been compared with weighted aggregate sum method.Durga PrasadS. C. JayswalPrince of Songkla Universityarticlereconfigurable manufacturing systemreconfigurable machinesschedulingfuzzy logicfuzzy rulesTechnologyTTechnology (General)T1-995ScienceQScience (General)Q1-390ENSongklanakarin Journal of Science and Technology (SJST), Vol 43, Iss 4, Pp 1071-1077 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	reconfigurable manufacturing system reconfigurable machines scheduling fuzzy logic fuzzy rules Technology T Technology (General) T1-995 Science Q Science (General) Q1-390
spellingShingle	reconfigurable manufacturing system reconfigurable machines scheduling fuzzy logic fuzzy rules Technology T Technology (General) T1-995 Science Q Science (General) Q1-390 Durga Prasad S. C. Jayswal Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
description	Reconfigurable manufacturing system is the new type of manufacturing system which is designed for a part family and it can change its function and capacity by rearranging of software and hardware components whenever required. In a manufacturing system, products and/or product families are needed to be scheduled to get more productivity and profit. In the present work, fuzzy logic based model has been prepared for scheduling of the part families for reconfigurable manufacturing system considering the industrial case. For scheduling of products, three criteria have been considered; reconfiguration effort, profit over cost and due date. Fuzzy rules have been developed according to behavior of these criteria. Fuzzy logic model has been made in MATLAB. This model can be used to predict the schedule for maximum for considering reconfiguration effort and due date. Results of the model have been compared with weighted aggregate sum method.
format	article
author	Durga Prasad S. C. Jayswal
author_facet	Durga Prasad S. C. Jayswal
author_sort	Durga Prasad
title	Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
title_short	Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
title_full	Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
title_fullStr	Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
title_full_unstemmed	Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
title_sort	fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems
publisher	Prince of Songkla University
publishDate	2021
url	https://doaj.org/article/eb7b80b68ecf40e58091c017341ed97f
work_keys_str_mv	AT durgaprasad fuzzylogicbasedschedulingoftheproductfamiliesinreconfigurablemanufacturingsystems AT scjayswal fuzzylogicbasedschedulingoftheproductfamiliesinreconfigurablemanufacturingsystems
_version_	1718443323696349184

Fuzzy logic based scheduling of the product families in reconfigurable manufacturing systems

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