Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets
Lean Manufacturing has become, in recent years, one of the most important philosophies for improving production and organizational systems. The literature shows that Hesitant Fuzzy Linguistic Terms Sets (HFLTSs) are highly capable of manipulating the uncertainty that the judgments made by evaluators...
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-02-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/14/4/1475 |
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| author | William Alexander Chitiva-Enciso Luis Asunción Pérez-Domínguez Roberto Romero-López David Luviano-Cruz Iván Juan Carlos Pérez-Olguín Luis Carlos Méndez-González |
| author_facet | William Alexander Chitiva-Enciso Luis Asunción Pérez-Domínguez Roberto Romero-López David Luviano-Cruz Iván Juan Carlos Pérez-Olguín Luis Carlos Méndez-González |
| author_sort | William Alexander Chitiva-Enciso |
| collection | DOAJ |
| description | Lean Manufacturing has become, in recent years, one of the most important philosophies for improving production and organizational systems. The literature shows that Hesitant Fuzzy Linguistic Terms Sets (HFLTSs) are highly capable of manipulating the uncertainty that the judgments made by evaluators carry and that they are subject to their perception, especially when used in combination with multicriteria decision making (MCDM) for the measurement of indicators in this type of system, as well as their general performance. However, it is still of interest to researchers to develop techniques and instruments that facilitate the measurement of the results obtained after applying this philosophy in organizations. This article proposes a model for the evaluation of the Lean Manufacturing performance through the Analytic Hierarchy Process (AHP) and Dimensional Analysis (DA) using HFLTSs. The results obtained show that the proposed model is a solid tool for the evaluation of Lean Manufacturing systems from a different perspective and that it can be integrated into the issuance of evaluations in a better way by considering human subjectivity. At the same time, it offers a strategy to create priorities in the action plans that Lean system managers propose after evaluating. However, it is important to apply the proposed model to multiple organizations and analyze the results obtained to maximize its benefits. |
| first_indexed | 2024-03-07T22:43:12Z |
| format | Article |
| id | doaj.art-04371fd5417b446782d13045b7257fe4 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-07T22:43:12Z |
| publishDate | 2024-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-04371fd5417b446782d13045b7257fe42024-02-23T15:06:06ZengMDPI AGApplied Sciences2076-34172024-02-01144147510.3390/app14041475Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term SetsWilliam Alexander Chitiva-Enciso0Luis Asunción Pérez-Domínguez1Roberto Romero-López2David Luviano-Cruz3Iván Juan Carlos Pérez-Olguín4Luis Carlos Méndez-González5Departamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoDepartamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoDepartamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoDepartamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoDepartamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoDepartamento de Ingeniería Industrial y Manufactura, Universidad Autónoma de Ciudad Juárez, Av. Plutarco Elías Calles 1210 Fovissste Chamizal, Ciudad Juárez 32310, MexicoLean Manufacturing has become, in recent years, one of the most important philosophies for improving production and organizational systems. The literature shows that Hesitant Fuzzy Linguistic Terms Sets (HFLTSs) are highly capable of manipulating the uncertainty that the judgments made by evaluators carry and that they are subject to their perception, especially when used in combination with multicriteria decision making (MCDM) for the measurement of indicators in this type of system, as well as their general performance. However, it is still of interest to researchers to develop techniques and instruments that facilitate the measurement of the results obtained after applying this philosophy in organizations. This article proposes a model for the evaluation of the Lean Manufacturing performance through the Analytic Hierarchy Process (AHP) and Dimensional Analysis (DA) using HFLTSs. The results obtained show that the proposed model is a solid tool for the evaluation of Lean Manufacturing systems from a different perspective and that it can be integrated into the issuance of evaluations in a better way by considering human subjectivity. At the same time, it offers a strategy to create priorities in the action plans that Lean system managers propose after evaluating. However, it is important to apply the proposed model to multiple organizations and analyze the results obtained to maximize its benefits.https://www.mdpi.com/2076-3417/14/4/1475MCDMlean manufacturingdimensional analysisHFLTSAHP |
| spellingShingle | William Alexander Chitiva-Enciso Luis Asunción Pérez-Domínguez Roberto Romero-López David Luviano-Cruz Iván Juan Carlos Pérez-Olguín Luis Carlos Méndez-González Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets Applied Sciences MCDM lean manufacturing dimensional analysis HFLTS AHP |
| title | Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets |
| title_full | Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets |
| title_fullStr | Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets |
| title_full_unstemmed | Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets |
| title_short | Lean Manufacturing Assessment: Dimensional Analysis with Hesitant Fuzzy Linguistic Term Sets |
| title_sort | lean manufacturing assessment dimensional analysis with hesitant fuzzy linguistic term sets |
| topic | MCDM lean manufacturing dimensional analysis HFLTS AHP |
| url | https://www.mdpi.com/2076-3417/14/4/1475 |
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