A simplified fuzzy multivariable structure in a manufacturing environment
Applications of fuzzy control to industrial processes are mainly of multivariable structure. Using the traditional Zadeh principle would require a multidimensional relation to be developed representing a fuzzy model of the system. Such a multidimensional relation would result in memory overload to m...
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| Format: | article |
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1994
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| Online Access: | http://hdl.handle.net/10725/3693 http://dx.doi.org/10.1007/BF00123657 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/profile/Issam_Kouatli/publication/226024175_A_simplified_fuzzy_multivariable_structure_in_a_manufacturing_environment/links/0912f5108bcad93031000000.pdf |
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| _version_ | 1864513461737750528 |
|---|---|
| author | Kouatli, Issam M. |
| author_facet | Kouatli, Issam M. |
| author_role | author |
| dc.creator.none.fl_str_mv | Kouatli, Issam M. |
| dc.date.none.fl_str_mv | 1994 2016-05-06T11:17:52Z 2016-05-06T11:17:52Z 2016-05-06 |
| dc.identifier.none.fl_str_mv | 0956-5515 http://hdl.handle.net/10725/3693 http://dx.doi.org/10.1007/BF00123657 Kouatli, I. M. (1994). A simplified fuzzy multivariable structure in a manufacturing environment. Journal of intelligent Manufacturing, 5(6), 365-387. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/profile/Issam_Kouatli/publication/226024175_A_simplified_fuzzy_multivariable_structure_in_a_manufacturing_environment/links/0912f5108bcad93031000000.pdf |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | Journal of Intelligent Manufacturing |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | A simplified fuzzy multivariable structure in a manufacturing environment |
| dc.type.none.fl_str_mv | Article info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | Applications of fuzzy control to industrial processes are mainly of multivariable structure. Using the traditional Zadeh principle would require a multidimensional relation to be developed representing a fuzzy model of the system. Such a multidimensional relation would result in memory overload to most industrial computers. Moreover, it would result in a highly complex compositional rule of inference to achieve the final output(s) of the system. This paper proposes a new simplified technique that avoids such complexity as well as memory overload for multivariable structure. Section 2 describes the proposed simplified multivariable technique to avoid memory overload. Section 3 demonstrates these techniques in the form of a robotic welding example where the objective is to control the speed of a robotic arm following an irregular path of weld. The speed value is dependent on the cavity size and determined by the cavity width and cavity depth as inputs. Section 4 describes an experimental application of the technique applied to an industrial process in the manufacture of force transducers termed as the ‘cornering process’. This application is composed of a two-inputs-two-outputs system. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | LAURepo_1d5c1fdef0b62bdfd671d40c88fa59c4 |
| identifier_str_mv | 0956-5515 Kouatli, I. M. (1994). A simplified fuzzy multivariable structure in a manufacturing environment. Journal of intelligent Manufacturing, 5(6), 365-387. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/3693 |
| publishDate | 1994 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A simplified fuzzy multivariable structure in a manufacturing environmentKouatli, Issam M.Applications of fuzzy control to industrial processes are mainly of multivariable structure. Using the traditional Zadeh principle would require a multidimensional relation to be developed representing a fuzzy model of the system. Such a multidimensional relation would result in memory overload to most industrial computers. Moreover, it would result in a highly complex compositional rule of inference to achieve the final output(s) of the system. This paper proposes a new simplified technique that avoids such complexity as well as memory overload for multivariable structure. Section 2 describes the proposed simplified multivariable technique to avoid memory overload. Section 3 demonstrates these techniques in the form of a robotic welding example where the objective is to control the speed of a robotic arm following an irregular path of weld. The speed value is dependent on the cavity size and determined by the cavity width and cavity depth as inputs. Section 4 describes an experimental application of the technique applied to an industrial process in the manufacture of force transducers termed as the ‘cornering process’. This application is composed of a two-inputs-two-outputs system.PublishedN/A2016-05-06T11:17:52Z2016-05-06T11:17:52Z19942016-05-06Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article0956-5515http://hdl.handle.net/10725/3693http://dx.doi.org/10.1007/BF00123657Kouatli, I. M. (1994). A simplified fuzzy multivariable structure in a manufacturing environment. Journal of intelligent Manufacturing, 5(6), 365-387.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://www.researchgate.net/profile/Issam_Kouatli/publication/226024175_A_simplified_fuzzy_multivariable_structure_in_a_manufacturing_environment/links/0912f5108bcad93031000000.pdfenJournal of Intelligent Manufacturinginfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/36932021-03-19T09:10:04Z |
| spellingShingle | A simplified fuzzy multivariable structure in a manufacturing environment Kouatli, Issam M. |
| status_str | publishedVersion |
| title | A simplified fuzzy multivariable structure in a manufacturing environment |
| title_full | A simplified fuzzy multivariable structure in a manufacturing environment |
| title_fullStr | A simplified fuzzy multivariable structure in a manufacturing environment |
| title_full_unstemmed | A simplified fuzzy multivariable structure in a manufacturing environment |
| title_short | A simplified fuzzy multivariable structure in a manufacturing environment |
| title_sort | A simplified fuzzy multivariable structure in a manufacturing environment |
| url | http://hdl.handle.net/10725/3693 http://dx.doi.org/10.1007/BF00123657 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/profile/Issam_Kouatli/publication/226024175_A_simplified_fuzzy_multivariable_structure_in_a_manufacturing_environment/links/0912f5108bcad93031000000.pdf |