Agent-based design for fault management system in industrial processes
Al the present time, the necessities of the industry demand procedures for global management, integrating information systems to manipulate and to use the information in the controlled processes. These considerations lead to the development of supports systems for decisions-making, for which fault...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Universidad del Zulia
2010-11-01
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| Series: | Revista Técnica de la Facultad de Ingeniería |
| Subjects: | |
| Online Access: | https://www.produccioncientificaluz.org/index.php/tecnica/article/view/6030 |
| _version_ | 1811188647764951040 |
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| author | Mariela Cerrada José Aguilar Juan Cardillo Raúl Faneite |
| author_facet | Mariela Cerrada José Aguilar Juan Cardillo Raúl Faneite |
| author_sort | Mariela Cerrada |
| collection | DOAJ |
| description | Al the present time, the necessities of the industry demand procedures for global management, integrating information systems to manipulate and to use the information in the controlled processes. These considerations lead to the development of supports systems for decisions-making, for which fault detection and diagnostic system are vital aspects. In this work, a multi-agent-based reference model for fault management in industrial processes is proposed. The fault management problem is viewed like a feedback control process and the actions are related to the decision-making in the scheduling of the preventive maintenance task and the running of preventive and corrective specific maintenance tasks. A particular methodology allowing the conception and analysis of the agent systems is used for the agents design. As a result, a set of models describing the general characteristics of the agents, specific tasks, communications and coordination is obtained.
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| first_indexed | 2024-04-11T14:23:21Z |
| format | Article |
| id | doaj.art-696fed35b5b4425490251e769d6d07e9 |
| institution | Directory Open Access Journal |
| issn | 0254-0770 2477-9377 |
| language | English |
| last_indexed | 2024-04-11T14:23:21Z |
| publishDate | 2010-11-01 |
| publisher | Universidad del Zulia |
| record_format | Article |
| series | Revista Técnica de la Facultad de Ingeniería |
| spelling | doaj.art-696fed35b5b4425490251e769d6d07e92022-12-22T04:18:59ZengUniversidad del ZuliaRevista Técnica de la Facultad de Ingeniería0254-07702477-93772010-11-01293Agent-based design for fault management system in industrial processesMariela Cerrada0José Aguilar1Juan Cardillo2Raúl Faneite3Universidad de Los Andes-VenezuelaUniversidad de Los Andes-VenezuelaUniversidad de Los Andes-VenezuelaUniversidad de Los Andes-Venezuela Al the present time, the necessities of the industry demand procedures for global management, integrating information systems to manipulate and to use the information in the controlled processes. These considerations lead to the development of supports systems for decisions-making, for which fault detection and diagnostic system are vital aspects. In this work, a multi-agent-based reference model for fault management in industrial processes is proposed. The fault management problem is viewed like a feedback control process and the actions are related to the decision-making in the scheduling of the preventive maintenance task and the running of preventive and corrective specific maintenance tasks. A particular methodology allowing the conception and analysis of the agent systems is used for the agents design. As a result, a set of models describing the general characteristics of the agents, specific tasks, communications and coordination is obtained. https://www.produccioncientificaluz.org/index.php/tecnica/article/view/6030fault managementmaintenancemulti-agents systemsautomation |
| spellingShingle | Mariela Cerrada José Aguilar Juan Cardillo Raúl Faneite Agent-based design for fault management system in industrial processes Revista Técnica de la Facultad de Ingeniería fault management maintenance multi-agents systems automation |
| title | Agent-based design for fault management system in industrial processes |
| title_full | Agent-based design for fault management system in industrial processes |
| title_fullStr | Agent-based design for fault management system in industrial processes |
| title_full_unstemmed | Agent-based design for fault management system in industrial processes |
| title_short | Agent-based design for fault management system in industrial processes |
| title_sort | agent based design for fault management system in industrial processes |
| topic | fault management maintenance multi-agents systems automation |
| url | https://www.produccioncientificaluz.org/index.php/tecnica/article/view/6030 |
| work_keys_str_mv | AT marielacerrada agentbaseddesignforfaultmanagementsysteminindustrialprocesses AT joseaguilar agentbaseddesignforfaultmanagementsysteminindustrialprocesses AT juancardillo agentbaseddesignforfaultmanagementsysteminindustrialprocesses AT raulfaneite agentbaseddesignforfaultmanagementsysteminindustrialprocesses |