ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment
Intelligent manufacturing has become a disruptive force in the global industrial landscape in the age of Industry 4.0. In mechanical automation, responsive and flexible control systems are essential as manufacturing lines become increasingly intricate. The purpose of this research is to assess produ...
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| Format: | Article |
| Language: | English |
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University of New Mexico
2025-06-01
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| Series: | Neutrosophic Sets and Systems |
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| Online Access: | https://fs.unm.edu/NSS/14MechanicalAutomation.pdf |
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| _version_ | 1849232876520865792 |
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| author | Li Song Jianyong Liu Han Ding Wenhui Zhang |
| author_facet | Li Song Jianyong Liu Han Ding Wenhui Zhang |
| author_sort | Li Song |
| collection | DOAJ |
| description | Intelligent manufacturing has become a disruptive force in the global industrial landscape in the age of Industry 4.0. In mechanical automation, responsive and flexible control systems are essential as manufacturing lines become increasingly intricate. The purpose of this research is to assess production control systems for mechanical automation in the context of intelligent manufacturing settings. The evaluation of system effectiveness, flexibility, data integration, and real-time responsiveness is prioritized. The study investigates how intelligent settings affect system performance and decision-making quality by examining important operational and technological factors. We use the ForestSoft set to split each main criterion into a TreeSoft set and in each TreeSoft we compute the criteria weights and rank the alternatives. We use the WPM method as an MCDM to rank alternatives. The results highlight how crucial it is to include smart infrastructure and advanced analytics into production systems to improve flexibility and competitiveness in contemporary manufacturing. |
| format | Article |
| id | doaj-art-05fb7c6f2ae145aeaa12a63a6de9473d |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2025-06-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-05fb7c6f2ae145aeaa12a63a6de9473d2025-08-20T16:31:39ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-06-018522925410.5281/zenodo.15265852ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing EnvironmentLi SongJianyong LiuHan DingWenhui ZhangIntelligent manufacturing has become a disruptive force in the global industrial landscape in the age of Industry 4.0. In mechanical automation, responsive and flexible control systems are essential as manufacturing lines become increasingly intricate. The purpose of this research is to assess production control systems for mechanical automation in the context of intelligent manufacturing settings. The evaluation of system effectiveness, flexibility, data integration, and real-time responsiveness is prioritized. The study investigates how intelligent settings affect system performance and decision-making quality by examining important operational and technological factors. We use the ForestSoft set to split each main criterion into a TreeSoft set and in each TreeSoft we compute the criteria weights and rank the alternatives. We use the WPM method as an MCDM to rank alternatives. The results highlight how crucial it is to include smart infrastructure and advanced analytics into production systems to improve flexibility and competitiveness in contemporary manufacturing. https://fs.unm.edu/NSS/14MechanicalAutomation.pdfforestsoft setmechanical automation productioncontrol systemsintelligent manufacturing environment |
| spellingShingle | Li Song Jianyong Liu Han Ding Wenhui Zhang ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment Neutrosophic Sets and Systems forestsoft set mechanical automation production control systems intelligent manufacturing environment |
| title | ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment |
| title_full | ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment |
| title_fullStr | ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment |
| title_full_unstemmed | ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment |
| title_short | ForestSoft Set for Mechanical Automation Production Control Systems Analysis Based on an Intelligent Manufacturing Environment |
| title_sort | forestsoft set for mechanical automation production control systems analysis based on an intelligent manufacturing environment |
| topic | forestsoft set mechanical automation production control systems intelligent manufacturing environment |
| url | https://fs.unm.edu/NSS/14MechanicalAutomation.pdf |
| work_keys_str_mv | AT lisong forestsoftsetformechanicalautomationproductioncontrolsystemsanalysisbasedonanintelligentmanufacturingenvironment AT jianyongliu forestsoftsetformechanicalautomationproductioncontrolsystemsanalysisbasedonanintelligentmanufacturingenvironment AT handing forestsoftsetformechanicalautomationproductioncontrolsystemsanalysisbasedonanintelligentmanufacturingenvironment AT wenhuizhang forestsoftsetformechanicalautomationproductioncontrolsystemsanalysisbasedonanintelligentmanufacturingenvironment |