Title :
Research on the evaluation of equipment maintenance training effectiveness based on cloud models
Author :
Zhang, Wenyu ; Chen, Yan ; He, Jianqiang
Author_Institution :
Dept. of Command & Manage., Ordnance Eng. Coll., Shijiazhuang, China
Abstract :
The evaluation of equipment maintenance training effectiveness is complicated, variable and uncertain. There is no effective way to evaluate the quality of the effectiveness of equipment maintenance training at the present time. In this paper, the evaluation method of equipment maintenance training effectiveness based on cloud models is provided. This method is based on Cloud Model theory, with uncertainty as the starting point, blends together the subjective and objective information. At the same time, the method integrates the fuzzy and random completely, achieves the mutual conversion of qualitative and quantitative evaluation, and deals with the uncertainty of the system evaluation indexes effectively. On the other hand, the final results of the evaluation can provide explicit improvement suggestions to ensure the continuous improvement of the training. Combined with an example, the method is validated finally.
Keywords :
maintenance engineering; production equipment; training; cloud model; equipment maintenance training effectiveness evaluation; qualitative evaluation; quantitative evaluation; Analytical models; Entropy; Indexes; Maintenance engineering; Materials; Training; Uncertainty; cloud models; equipment maintenance; evaluation; training effectiveness;
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2011 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4577-1229-6
DOI :
10.1109/ICQR2MSE.2011.5976717