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基于博弈论-云模型的园区能源系统3E评价方法*
引用本文:聂帅,蔡国田,高丽萍.基于博弈论-云模型的园区能源系统3E评价方法*[J].新能源进展,2022,10(2):169-177.
作者姓名:聂帅  蔡国田  高丽萍
作者单位:1.中国科学院广州能源研究所,广州 510640; 2.中国科学院可再生能源重点实验室,广州 510640; 3.广东省新能源和可再生能源研究开发与应用重点实验室,广州 510640; 4.中国科学院大学,北京 100049
基金项目:中国工程院院地合作项目(2020-GD-01); 广东省自然科学基金面上项目(2021A1515012599)
摘    要:园区是实现“3060”双碳目标的重要载体,为促进园区建立清洁高效的能源系统,有必要对园区能源系统评价方法进行深入研究。首先从能源、经济、环境层面选取7个有代表性的指标构成评价指标体系,利用博弈论方法组合层次分析法与熵权法得到的主客观权重计算出最优化指标权重;其次运用云模型,输入评分等级数字特征以建立评价云并计算指标隶属度矩阵,结合指标权重得到评价方案的评分等级。最后将该博弈论-云模型法应用于广东省华南中医药园区评选出最优供能方案,并采用博弈论-灰色关联法、博弈论-逼近理想解排序法对评价结果进行验证,结果表明,博弈论-云模型法具有充分的有效性和可靠性。

关 键 词:园区能源评价  熵权法  层次分析  博弈论组合权重  云模型  
收稿时间:2022-01-10

Game Theory-Cloud Model Based 3E Evaluation Method of Park Energy System
NIE Shuai,CAI Guo-tian,GAO Li-ping.Game Theory-Cloud Model Based 3E Evaluation Method of Park Energy System[J].Advances in New and Renewable Energy,2022,10(2):169-177.
Authors:NIE Shuai  CAI Guo-tian  GAO Li-ping
Affiliation:1. Guangzhou Institute of Energy Conversion, Chinese Academy of Sciences, Guangzhou 510640, China;
2. CAS Key Laboratory of Renewable Energy, Guangzhou 510640, China;
3. Guangdong Provincial Key Laboratory of New and Renewable Energy Research and Development, Guangzhou 510640, China;
4. University of Chinese Academy of Sciences, Beijing 100049, China
Abstract:The park is an important vehicle to achieve the dual carbon goals of “3060”. In order to promote the establishment of the clean and efficient energy system in the park, it is necessary to conduct an in-depth study on the evaluation method of the energy system in the park. In this paper, seven representative indicators were selected from energy, economy, and environment levels to form the evaluation index system. The game theory method was adopted to combine the subjective and objective weights obtained by the analytic hierarchy process method and the entropy weight method to get the optimal index weights. Secondly, the cloud model was applied to establish the evaluation cloud by inputting the numerical characteristics of the rating levels and calculating the index affiliation matrix and then combining the index weights to obtain the rating levels of the evaluation scheme. Finally, the game theory-cloud model was applied to South China Chinese Medicine Park to select the optimal energy supply scheme, and the evaluation results were verified by the game theory-grey correlation method and the game theory-TOPSIS method. Therefore, the game theory-cloud model was proved to be effective and reliable.
Keywords:park energy evaluation  entropy weight method  analytic hierarchy process  game theory combination weight  cloud model  
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