A reliability optimization method of motion mechanism based on multi-source cost factors

Addressing the overlooked aspect of reliability costs in optimizing motion mechanisms, this paper introduces a multidimensional reliability cost coefficient evaluation system that encompasses machining cost, assembly difficulty, operational load characteristics, and working environment. Utilizing this framework, a comprehensive assessment function for meta-analysis under multiple cost factors is constructed, accompanied by a reliability optimization model. The process begins with the employment of Low-Rank Approximate sensitivity analysis to allocate reliability to specific motion mechanisms. This model is then used to optimize the results of reliability allocation. The findings reveal that the proposed method markedly reduces reliability costs while satisfying the design reliability requirements.

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Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.3432
Primary Topic
Simulation and Modeling Applications
Type
article
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article

A reliability optimization method of motion mechanism based on multi-source cost factors

Yan Ran, Nafis Jawyad Sagor, Peng Zhang, Xu Zhang
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IET conference proceedings.
Simulation and Modeling Applications
article

A reliability optimization method of motion mechanism based on multi-source cost factors

Yan Ran, Nafis Jawyad Sagor, Peng Zhang, Xu Zhang
article en

Abstract

Addressing the overlooked aspect of reliability costs in optimizing motion mechanisms, this paper introduces a multidimensional reliability cost coefficient evaluation system that encompasses machining cost, assembly difficulty, operational load characteristics, and working environment. Utilizing this framework, a comprehensive assessment function for meta-analysis under multiple cost factors is constructed, accompanied by a reliability optimization model. The process begins with the employment of Low-Rank Approximate sensitivity analysis to allocate reliability to specific motion mechanisms. This model is then used to optimize the results of reliability allocation. The findings reveal that the proposed method markedly reduces reliability costs while satisfying the design reliability requirements.

IET conference proceedings.Vol. 2024(12)
Chongqing University (CN)
Openalex Percentile: Top 100%
Simulation and Modeling Applications
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A reliability optimization method of motion mechanism based on multi-source cost factors — Yan Ran, Nafis Jawyad Sagor, et al. · IET conference proceedings. (2025) | TGRS Research Map | TGRS