李贞涛, 李媛, 刘守恒. 基于改进博弈论组合赋权−逼近理想解排序法的综合能源系统评价[J]. 现代电力. DOI: 10.19725/j.cnki.1007-2322.2022.0342
引用本文: 李贞涛, 李媛, 刘守恒. 基于改进博弈论组合赋权−逼近理想解排序法的综合能源系统评价[J]. 现代电力. DOI: 10.19725/j.cnki.1007-2322.2022.0342
LI Zhentao, LI Yuan, LIU Shouheng. Evaluation of Integrated Energy System Based on Improved Game Theory Combination and Weighted TOPSIS Method[J]. Modern Electric Power. DOI: 10.19725/j.cnki.1007-2322.2022.0342
Citation: LI Zhentao, LI Yuan, LIU Shouheng. Evaluation of Integrated Energy System Based on Improved Game Theory Combination and Weighted TOPSIS Method[J]. Modern Electric Power. DOI: 10.19725/j.cnki.1007-2322.2022.0342

基于改进博弈论组合赋权−逼近理想解排序法的综合能源系统评价

Evaluation of Integrated Energy System Based on Improved Game Theory Combination and Weighted TOPSIS Method

  • 摘要: 针对综合能源系统运行方案选优结果区分度低、指标权重确定不合理的问题,提出了一种基于改进博弈论组合赋权-逼近理想解排序法(technique for order preference by similarity to an ideal solution,TOPSIS)的综合能源系统运行方案评价方法。首先,建立一种新的博弈论组合赋权模型,解决了组合赋权过程误差较大的问题。其次,引入虚拟正、负理想解对TOPSIS法进行改进,解决了传统TOPSIS法评价结果区分度低的问题。最后,以上海某酒店综合能源系统数据为例进行仿真。结果表明:所提方法减少了组合赋权过程产生的误差,提高了综合能源系统运行方案评价结果的区分度。

     

    Abstract: To address the issue of insufficient discrimination in the optimization results and arbitrary determination of index weight in the integrated energy system operation plan, an evaluation method for integrated energy systems is proposed based on improved game theory combination and the weighted TOPSIS method. Firstly, a new game theory combination weighting model is established, aiming to handle the issues of large error encountered during combination weighting process. Secondly, the introduction of the virtual positive and negative ideal solution is beneficial to improving the TOPSIS method, thereby solving the problem of limited discrimination in traditional TOPSIS method. Finally, taking the integrated energy system data of a hotel in Shanghai as an example, the simulation results demonstrate that the proposed method reduces the error caused by the combination weighting process and enhances the distinction degree of the integrated energy system operation scheme as well.

     

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