Three Dimensional Fuzzy Reliability for System Performance Evaluation
The research proposed a developed methodology for evaluation the system performance in uncertainty associated with traditional modelling methodology is focused on either load L or resistance R variability, but not both. A two-dimensional (2D) fuzzy set (traditional model), represent with the one di...
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| Format: | Article |
| Language: | English |
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Al-Nahrain Journal for Engineering Sciences
2022-07-01
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| Series: | مجلة النهرين للعلوم الهندسية |
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| Online Access: | https://nahje.com/index.php/main/article/view/951 |
| _version_ | 1811218684045164544 |
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| author | Kadhum Ahmed Abed |
| author_facet | Kadhum Ahmed Abed |
| author_sort | Kadhum Ahmed Abed |
| collection | DOAJ |
| description |
The research proposed a developed methodology for evaluation the system performance in uncertainty associated with traditional modelling methodology is focused on either load L or resistance R variability, but not both. A two-dimensional (2D) fuzzy set (traditional model), represent with the one dimension for universe of discourse (in x-direction) and the second dimension of his membership degree (in y-direction), is not full sufficient to handle both, load and resistance variation of system performance. The theoretical principle basis of this research is based on development of the three dimensional (3D) of fuzzy set that includes system performance variability in load and resistance from two dimensional. The proposed methodology (traditional model) extends the acceptance level of partial performance of system concept to a 3D-dimantion representation. This representation allows to capturing the changing of preferences of decision makers in load and resistance. The major objective of the research is to proposed the original methodology for evaluate system performance and management that is capable of; (a) addressing uncertainty caused by load and resistance variability and ambiguity; (b) integrating objective and subjective evaluation; and (c) assisting system performance management decision making based on a more detailed certainty evaluation of load and resistance variability.
The study proposed two models for fuzzy reliability performance indexes: first traditional model included (I) 2D fuzzy reliability-vulnerability Rv index, (II) 2D fuzzy robustness Ro index; the second developed model (i) 3D fuzzy reliability-vulnerability Rv index, (ii) 3D fuzzy robustness Ro index; and comparing between them. These indexes have the capability of evaluating the operational performance of complex systems. Proposed methodology is illustrated by using the Al-Wathba Water Supply System (WWSS) as a case study.
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| first_indexed | 2024-04-12T07:13:31Z |
| format | Article |
| id | doaj.art-1cc6d839e9394e7ab685073f9d2b884e |
| institution | Directory Open Access Journal |
| issn | 2521-9154 2521-9162 |
| language | English |
| last_indexed | 2024-04-12T07:13:31Z |
| publishDate | 2022-07-01 |
| publisher | Al-Nahrain Journal for Engineering Sciences |
| record_format | Article |
| series | مجلة النهرين للعلوم الهندسية |
| spelling | doaj.art-1cc6d839e9394e7ab685073f9d2b884e2022-12-22T03:42:32ZengAl-Nahrain Journal for Engineering Sciencesمجلة النهرين للعلوم الهندسية2521-91542521-91622022-07-0125210.29194/NJES.25020081Three Dimensional Fuzzy Reliability for System Performance EvaluationKadhum Ahmed Abed0University of Anbar The research proposed a developed methodology for evaluation the system performance in uncertainty associated with traditional modelling methodology is focused on either load L or resistance R variability, but not both. A two-dimensional (2D) fuzzy set (traditional model), represent with the one dimension for universe of discourse (in x-direction) and the second dimension of his membership degree (in y-direction), is not full sufficient to handle both, load and resistance variation of system performance. The theoretical principle basis of this research is based on development of the three dimensional (3D) of fuzzy set that includes system performance variability in load and resistance from two dimensional. The proposed methodology (traditional model) extends the acceptance level of partial performance of system concept to a 3D-dimantion representation. This representation allows to capturing the changing of preferences of decision makers in load and resistance. The major objective of the research is to proposed the original methodology for evaluate system performance and management that is capable of; (a) addressing uncertainty caused by load and resistance variability and ambiguity; (b) integrating objective and subjective evaluation; and (c) assisting system performance management decision making based on a more detailed certainty evaluation of load and resistance variability. The study proposed two models for fuzzy reliability performance indexes: first traditional model included (I) 2D fuzzy reliability-vulnerability Rv index, (II) 2D fuzzy robustness Ro index; the second developed model (i) 3D fuzzy reliability-vulnerability Rv index, (ii) 3D fuzzy robustness Ro index; and comparing between them. These indexes have the capability of evaluating the operational performance of complex systems. Proposed methodology is illustrated by using the Al-Wathba Water Supply System (WWSS) as a case study. https://nahje.com/index.php/main/article/view/951ReliabilityFuzzy SetFuzzy ReliabilityPerformance IndexesWater Supply System |
| spellingShingle | Kadhum Ahmed Abed Three Dimensional Fuzzy Reliability for System Performance Evaluation مجلة النهرين للعلوم الهندسية Reliability Fuzzy Set Fuzzy Reliability Performance Indexes Water Supply System |
| title | Three Dimensional Fuzzy Reliability for System Performance Evaluation |
| title_full | Three Dimensional Fuzzy Reliability for System Performance Evaluation |
| title_fullStr | Three Dimensional Fuzzy Reliability for System Performance Evaluation |
| title_full_unstemmed | Three Dimensional Fuzzy Reliability for System Performance Evaluation |
| title_short | Three Dimensional Fuzzy Reliability for System Performance Evaluation |
| title_sort | three dimensional fuzzy reliability for system performance evaluation |
| topic | Reliability Fuzzy Set Fuzzy Reliability Performance Indexes Water Supply System |
| url | https://nahje.com/index.php/main/article/view/951 |
| work_keys_str_mv | AT kadhumahmedabed threedimensionalfuzzyreliabilityforsystemperformanceevaluation |