Critical Evaluation Of Simulation Studies In Maintenance Systems
The purpose of this paper is to examine how far simulation studies of maintenance systems are neglecting simulation-related statistical issues. This negligence may leave simulation results suspicious and hard to explain. Several simulation factors are used to identify the strength of executed simula...
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
2020
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/1980/1/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf |
| الوسوم: |
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| _version_ | 1864513390213332992 |
|---|---|
| author | Andijani, A. A. |
| author2 | Duffuaa, S. O. unknown |
| author2_role | author author |
| author_facet | Andijani, A. A. Duffuaa, S. O. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Andijani, A. A. Duffuaa, S. O. unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/1980/1/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf Critical Evaluation Of Simulation Studies In Maintenance Systems. PRODUCTION PLANNING CONTROL, 13. pp. 336-341. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | TAYLOR FRANCIS LTD |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/1980/ http://isi.kfupm.edu.sa/journals/pdf/C/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Systems |
| dc.title.none.fl_str_mv | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | The purpose of this paper is to examine how far simulation studies of maintenance systems are neglecting simulation-related statistical issues. This negligence may leave simulation results suspicious and hard to explain. Several simulation factors are used to identify the strength of executed simulation experiments and to evaluate the level of clarity and reliability of the simulation models. The factors includes purpose of simulation, simulation model, model assumptions, distribution and random variables, simulation languages and computers, program verification and model validation, design of experiment, and analysis of the output. For this purpose, the literature is reviewed and subjected to the evaluation. It is observed that most papers define clearly their objectives, simulation languages, and model performance measures. However, verification, validation, experimental design, and output analysis are the most unclear factors. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_2dde89be6646821279e09161b94f31bd |
| identifier_str_mv | Critical Evaluation Of Simulation Studies In Maintenance Systems. PRODUCTION PLANNING CONTROL, 13. pp. 336-341. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::1980 |
| publishDate | 2020 |
| publisher.none.fl_str_mv | TAYLOR FRANCIS LTD |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Critical Evaluation Of Simulation Studies In Maintenance SystemsAndijani, A. A.Duffuaa, S. O.unknownSystemsThe purpose of this paper is to examine how far simulation studies of maintenance systems are neglecting simulation-related statistical issues. This negligence may leave simulation results suspicious and hard to explain. Several simulation factors are used to identify the strength of executed simulation experiments and to evaluate the level of clarity and reliability of the simulation models. The factors includes purpose of simulation, simulation model, model assumptions, distribution and random variables, simulation languages and computers, program verification and model validation, design of experiment, and analysis of the output. For this purpose, the literature is reviewed and subjected to the evaluation. It is observed that most papers define clearly their objectives, simulation languages, and model performance measures. However, verification, validation, experimental design, and output analysis are the most unclear factors.TAYLOR FRANCIS LTDArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/1980/1/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf Critical Evaluation Of Simulation Studies In Maintenance Systems. PRODUCTION PLANNING CONTROL, 13. pp. 336-341. enhttps://eprints.kfupm.edu.sa/id/eprint/1980/http://isi.kfupm.edu.sa/journals/pdf/C/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf2020info:eu-repo/semantics/openAccessoai::19802019-11-01T13:30:03Z |
| spellingShingle | Critical Evaluation Of Simulation Studies In Maintenance Systems Andijani, A. A. Systems |
| status_str | publishedVersion |
| title | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| title_full | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| title_fullStr | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| title_full_unstemmed | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| title_short | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| title_sort | Critical Evaluation Of Simulation Studies In Maintenance Systems |
| topic | Systems |
| url | https://eprints.kfupm.edu.sa/id/eprint/1980/1/critical_evaluation_of_simulation_studie_andijani_isi_000176867500002.pdf |