电厂建设项目安全管理评价的模糊神经网络模型

D. Niu, Yongli Wang, Xiaoyong Ma
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引用次数: 4

摘要

安全管理是项目管理的重要组成部分之一。对于电厂建设而言,安全管理评价有助于建设单位发现潜在危险源,采取切实可行的防范措施,为今后的建设总结经验教训。本文的目的是建立安全管理评价的评价模型。本文采用主成分分析法对原有指标进行处理,通过对所有影响因素进行预处理,筛选出对电厂建设评价有重要意义的因素。在预处理方法的基础上,采用模糊神经网络建立评价模型,并对评价结果进行分类。这为模糊神经网络应用于电厂建设项目安全管理评价提供了新的思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power plant construction project safety management evaluation with fuzzy neural network model
Safety management is one of the main components of project management. Regarding to power plant construction, safety management evaluation is useful for the construction unit to find the potential hazard source, do practical precautions and generalize lessons for the future. The purpose of this paper is to establish an evaluation model for safety management evaluation. In this paper, the method of principle component analysis were used to deal with the original indexes, it selects the factors which are important for power plant construction evaluation through the method to pre-process all the influenced factors. Based on the pre-processed method, the fuzzy neural network was adopted to establish an evaluation model and classify the evaluation result. This was a new thought for the fuzzy neural network to be used in safety management evaluation for power plant construction project.
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