Performance Evaluation of Complex Equipment Considering Resume Information

Author:

Zhou Xiangyi,Zhou Zhijie,Hu Guanyu,Han Xiaoxia,Chen Leiyu

Abstract

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.

Publisher

MDPI AG

Subject

General Physics and Astronomy

Reference39 articles.

1. Intelligent industrial equipment operating system technology and innovation;Cui;Zte Technol.,2017

2. Health management and key function analysis of industrial equipment;Tang;Lift. Transp. Mach.,2022

3. On the Research Requirements of Weapon and Equipment System;You;Mil. Oper. Res. Syst. Eng.,2012

4. Complexity of the demand development of weapons and equipment systems and their solutions;Fan;Syst. Eng. Electron. Technol.,2014

5. Zeng, Z., Li, B., Han, C., Wu, W., Wang, X., Xu, J., Zheng, Z., Ma, B., and Hu, Z. (2022). An exergoeconomic analysis of a gas-type industrial drying system of black tea. Entropy, 24.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multi-class criterion information fusion based on evidential reasoning: Case study on quality evaluation of LIMU with meters redundancy;2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS);2023-09-22

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3