Performance Evaluation of Complex Equipment Considering Resume Information
It is of great significance to obtain the performance state of complex equipment to protect equipment and maintain its normal operation. The majority of the performance evaluation methods are based on test data, but resume information is not considered. With its wide applicability and completeness,...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-12-01
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| Series: | Entropy |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1099-4300/24/12/1811 |
| _version_ | 1797459183452291072 |
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| author | Xiangyi Zhou Zhijie Zhou Guanyu Hu Xiaoxia Han Leiyu Chen |
| author_facet | Xiangyi Zhou Zhijie Zhou Guanyu Hu Xiaoxia Han Leiyu Chen |
| author_sort | Xiangyi Zhou |
| collection | DOAJ |
| description | It is of great significance to obtain the performance state of complex equipment to protect equipment and maintain its normal operation. The majority of the performance evaluation methods are based on test data, but resume information is not considered. With its wide applicability and completeness, the resume information can be used in the comprehensive evaluation of equipment in various non-testing situations. By incorporating resume information into the performance evaluation of complex equipment, the flexible use of test data and resume information can result in a more comprehensive and accurate evaluation. Therefore, this paper focuses on the evaluation method of complex equipment performance based on evidential reasoning (ER) considering resume information. In order to unify the test data and resume information in the same framework, a novel method is proposed to transform them into the ER-based performance evaluation. On this basis, according to the index types, different reliability calculation methods are put forward, with one being based on the first-order fitting coefficient of variation, and the other being based on average time to failure; the index weight is analyzed based on the method of expert weight construction. Then, the transformed information with reliability and weight are fused by the ER rule. Finally, a performance evaluation case of a certain inertial measurement unit (IMU) is conducted to verify the effectiveness of the proposed method. |
| first_indexed | 2024-03-09T16:48:46Z |
| format | Article |
| id | doaj.art-4c3bf05b10fd45ce969b86389b9aed1b |
| institution | Directory Open Access Journal |
| issn | 1099-4300 |
| language | English |
| last_indexed | 2024-03-09T16:48:46Z |
| publishDate | 2022-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Entropy |
| spelling | doaj.art-4c3bf05b10fd45ce969b86389b9aed1b2023-11-24T14:43:23ZengMDPI AGEntropy1099-43002022-12-012412181110.3390/e24121811Performance Evaluation of Complex Equipment Considering Resume InformationXiangyi Zhou0Zhijie Zhou1Guanyu Hu2Xiaoxia Han3Leiyu Chen4Missile Engineering Institute, PLA Rocket Force University of Engineering, Xi’an 710025, ChinaMissile Engineering Institute, PLA Rocket Force University of Engineering, Xi’an 710025, ChinaInstitute of Computer and Information Security, Guilin University of Electronic Technology, Guilin 541000, ChinaCombat support college, PLA Rocket Force University of Engineering, Xi’an 710025, ChinaMissile Engineering Institute, PLA Rocket Force University of Engineering, Xi’an 710025, ChinaIt is of great significance to obtain the performance state of complex equipment to protect equipment and maintain its normal operation. The majority of the performance evaluation methods are based on test data, but resume information is not considered. With its wide applicability and completeness, the resume information can be used in the comprehensive evaluation of equipment in various non-testing situations. By incorporating resume information into the performance evaluation of complex equipment, the flexible use of test data and resume information can result in a more comprehensive and accurate evaluation. Therefore, this paper focuses on the evaluation method of complex equipment performance based on evidential reasoning (ER) considering resume information. In order to unify the test data and resume information in the same framework, a novel method is proposed to transform them into the ER-based performance evaluation. On this basis, according to the index types, different reliability calculation methods are put forward, with one being based on the first-order fitting coefficient of variation, and the other being based on average time to failure; the index weight is analyzed based on the method of expert weight construction. Then, the transformed information with reliability and weight are fused by the ER rule. Finally, a performance evaluation case of a certain inertial measurement unit (IMU) is conducted to verify the effectiveness of the proposed method.https://www.mdpi.com/1099-4300/24/12/1811performance evaluationresume informationevidential reasoningparameter calculation |
| spellingShingle | Xiangyi Zhou Zhijie Zhou Guanyu Hu Xiaoxia Han Leiyu Chen Performance Evaluation of Complex Equipment Considering Resume Information Entropy performance evaluation resume information evidential reasoning parameter calculation |
| title | Performance Evaluation of Complex Equipment Considering Resume Information |
| title_full | Performance Evaluation of Complex Equipment Considering Resume Information |
| title_fullStr | Performance Evaluation of Complex Equipment Considering Resume Information |
| title_full_unstemmed | Performance Evaluation of Complex Equipment Considering Resume Information |
| title_short | Performance Evaluation of Complex Equipment Considering Resume Information |
| title_sort | performance evaluation of complex equipment considering resume information |
| topic | performance evaluation resume information evidential reasoning parameter calculation |
| url | https://www.mdpi.com/1099-4300/24/12/1811 |
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