高级检索

基于博弈论组合权重和改进TOPSIS方法的电抗器状态评估

Reactor Condition Assessment Based on Game Theory Combined Weighting and Improved TOPSis Method

  • 摘要: 为了提高电抗器运行状态评估的科学性和准确性,提出了一种基于博弈论组合权重和改进TOPSIS方法的电抗器状态评估模型。首先,通过层次分析法和熵权法分别计算各评估指标的主、客观权重,并基于博弈论方法对两者进行优化组合,构建更加合理的权重分配方案;其次,引入云模型理论,结合电抗器运行数据,量化各状态指标的关联度,从而建立决策矩阵;最后,采用改进的TOPSIS方法计算各状态的相对贴近度,综合判断电抗器的运行健康状况。通过实例验证证明,该方法能够有效反映电抗器的实际运行状态,为运行维护提供可靠依据。

     

    Abstract: To enhance the scientific rigor and accuracy of reactor condition assessment, this paper proposes a novel evaluation model based on game theory combined weighting and an improved TOPSlS method. First, the subjective and objective weights of evaluation indicators are calculated using the analytic hierarchy process(AHP) and the entropy weight method, respectively. These weights are then optimized and integrated using game theory to construct a more rational weighting scheme. Then, the cloud model theory is introduced to quantify the correlation of each state indicator based on reactor operation data, thereby establishing a decision matrix. Finally, the improved TOPSlS method is employed to calculate the relative closeness of various states, enabling a comprehensive evaluation of the reactor′s operational health. Through a case study, the proposed method is validated to effectively reflect the actual operating conditions of reactors, providing a reliable basis for operation and maintenance strategies.

     

/

返回文章
返回