| 光谱学与光谱分析 |
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| Health State Evaluation of Power-Shift Steering Transmission Using PCA-AHP Methodology Based on Spectrometric Oil Analysis |
| ZHANG Ying-feng1, 2，MA Biao1，ZHENG Chang-song1，ZHANG Jin-le1，FAN Yu-heng3 |
| 1. School of Mechanical Engineering and Car, Beijing Institute of Technology, Beijing 100081, China2. Department of Automobile Engineering, Academy of Military Transportation, Tianjin 300161, China3. Weapons Institute of Science and Technology of China, Beijing 100089，China |
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Abstract Spectrometric oil analysis is an important method to study the running state of power-shift steering transmission (PSST). An evaluation model of PSST health state was developed on the basis of the theories of principal component analysis (PCA) and analytic hierarchy process (AHP) using spectrometric oil analysis data. Considering the concept of mechanical equipment and wear elements in spectrometric oil analysis data, the health value was employed to quantitatively describe the running state degree of PSST, and the grades of health state were classified based on the health values. The oil analysis data were studied during the process of choosing principal components. The weight vectors of principal components were obtained by using the AHP method. In the course, the conformation of judgement matrix and the consistency check were also studied. The evaluation model was developed by combining the PCA and AHP methods. This model has been proved to have better accuracy in evaluating the running state of PSST. This work is important for developing state evaluation of PSST.
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Received: 2009-05-05
Accepted: 2009-08-06
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Corresponding Authors:
ZHANG Ying-feng
E-mail: zyfimportant@163.com
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