Allocation Scheme of Carbon Emission Rights for Power Industry Considering Multiple Correlated Factors

Xianxian PAN; Mengze YU; Yu SUI; Jiajia HUAN; Haifeng HONG; Li LIN

doi:10.7500/AEPS20190606001

您当前的位置：

首页 >

文章列表页 >

Allocation Scheme of Carbon Emission Rights for Power Industry Considering Multiple Correlated Factors

Energy Transition and Power Support | 更新时间：2020-07-14

- Allocation Scheme of Carbon Emission Rights for Power Industry Considering Multiple Correlated Factors
- Automation of Electric Power Systems Vol. 44, Issue 1, Pages: 35-42(2020)
- 作者机构：
  
  1. 广东电网有限责任公司电网规划研究中心，广东省广州市 510080
  2. 新能源电力系统国家重点实验室（华北电力大学），北京市 102206
- 作者简介：
- 基金信息：
- DOI：10.7500/AEPS20190606001
  CLC：
- Received：06 June 2019，
  
  Revised：2019-09-12，
  
  Published Online：19 November 2019，
  
  Published：10 January 2020
- 稿件说明：
移动端阅览
潘险险,余梦泽,隋宇等.计及多关联因素的电力行业碳排放权分配方案[J].电力系统自动化,2020,44(01):35-42.

PAN Xianxian,YU Mengze,SUI Yu,et al.Allocation Scheme of Carbon Emission Rights for Power Industry Considering Multiple Correlated Factors[J].Automation of Electric Power Systems,2020,44(01):35-42.
潘险险,余梦泽,隋宇等.计及多关联因素的电力行业碳排放权分配方案[J].电力系统自动化,2020,44(01):35-42. DOI： 10.7500/AEPS20190606001.

PAN Xianxian,YU Mengze,SUI Yu,et al.Allocation Scheme of Carbon Emission Rights for Power Industry Considering Multiple Correlated Factors[J].Automation of Electric Power Systems,2020,44(01):35-42. DOI： 10.7500/AEPS20190606001.

摘要

电力行业碳排放权的初始分配是保证碳交易市场有效运作的基础和关键。通过对电力行业碳排放过程的特征挖掘，进行指标分解，提取影响碳排放分配结构体系的多关联影响因素；其次，结合专家的知识和经验，基于改进的层次分析法确定各指标的主观权重；接着，采用改进的熵权系数法进行指标映射，构建新的识别参数体系，自适应确定各指标的客观权重；然后，通过主客观权重的优化组合，确定各指标的综合权重，建立电力行业碳排放权的分配模型。最后，以某省区为算例进行对比仿真分析，仿真结果表明：与传统考虑单个因素的分配方案相比，文中方案计及了多关联因素的影响，得到的理论测算结果能更客观地反映地区碳减排权责的实际状况，避免了过于主观或过于客观的片面评估结果。

Abstract

The initial allocation of carbon emission rights for the electric power industry is the basis and key to ensure the effective operation of the carbon trading market. Through the mining of the characteristics of the carbon emissions in the electric power industry

the index decomposition is carried out to extract the multiple correlated factors that affect the carbon emission allocation system. Secondly

based on the knowledge and experience of experts

the subjective weight of each indicator is determined based on the improved analytic hierarchy process. Then

the improved entropy weight method is used to map the indicators

and a new identification parameter system is constructed. The objective weights of each indicator are determined adaptively. Finally

through the optimized combination of subjective and objective weights

the comprehensive weights of each indicator are determined. A case study of a province using comparative simulation analysis is performed to examine the effectiveness of the proposed method. Compared with traditional schemes that consider single factor

the proposed model that considers multiple correlated factors can reflect the actual responsibilities of regional carbon emission reduction more objectively. It can avoid excessively subjective or excessively objective one-sided evaluation results.

关键词

Keywords

references

陈中 , 陆舆 , 邢强 , 等 . 考虑电动汽车碳配额的电力系统调度分析 [J]. 电力系统自动化 , 2019 , 43 ( 16 ): 44 - 51 . DOI: 10.7500/AEPS20180914002 http://dx.doi.org/10.7500/AEPS20180914002 .

CHEN Zhong , LU Yu , XING Qiang , et al . Dispatch analysis of power system considering carbon quota for electric vehicle [J]. Automation of Electric Power Systems , 2019 , 43 ( 16 ): 44 - 51 . DOI: 10.7500/AEPS20180914002 http://dx.doi.org/10.7500/AEPS20180914002 .

DONALD M . Making things the same: gases, emission rights and the politics of carbon markets [J]. Accounting , Organizations and Society , 2009 , 34 ( 3 / 4 ): 440 - 455 .

李晓露 , 单福州 , 宋燕敏 , 等 . 考虑热网约束和碳交易的多区域综合能源系统优化调度 [J]. 电力系统自动化 , 2019 , 43 ( 19 ): 52 - 59 . DOI: 10.7500/AEPS20180429004 http://dx.doi.org/10.7500/AEPS20180429004 .

LI Xiaolu , SHAN Fuzhou , SONG Yanmin , et al . Optimal dispatch of multi-district integrated energy systems considering heating network constraints and carbon trading [J]. Automation of Electric Power Systems , 2019 , 43 ( 19 ): 52 - 59 . DOI: 10.7500/AEPS20180429004 http://dx.doi.org/10.7500/AEPS20180429004 .

梅天华 , 汤优敏 , 甘德强 . 考虑历史排放赤字的电力初始碳排放权公理化公平分配方法 [J]. 电力系统自动化 , 2016 , 40 ( 3 ): 52 - 58 .

MEI Tianhua , TANG Youmin , GAN Deqiang . Axiomatic equity allocation method of initial emission allowances in power systems considering historical emission deficits [J]. Automation of Electric Power Systems , 2016 , 40 ( 3 ): 52 - 58 .

陈丽霞 , 孙弢 , 周云 , 等 . 电力系统发电侧和负荷侧共同碳责任分摊方法 [J]. 电力系统自动化 , 2018 , 42 ( 19 ): 106 - 111 . DOI: 10.7500/AEPS20171113004 http://dx.doi.org/10.7500/AEPS20171113004 .

CHEN Lixia , SUN Tao , ZHOU Yun , et al . Method of carbon obligation allocation between generation side and demand side in power system [J]. Automation of Electric Power Systems , 2018 , 42 ( 19 ): 106 - 111 . DOI: 10.7500/AEPS20171113004 http://dx.doi.org/10.7500/AEPS20171113004 .

曾鸣 , 马向春 , 杨玲玲 . 电力市场碳排放权可调分配机制设计与分析 [J]. 电网技术 , 2010 , 34 ( 5 ): 141 - 145 .

ZENG Ming , MA Xiangchun , YANG Lingling . Design and analysis of adjustable carbon emissions allocation mechanism [J]. Power System Technology , 2010 , 34 ( 5 ): 141 - 145 .

庄青 , 刘传玉 . 基于熵权法和TOPSIS法的电力行业碳排放初始权分配模型研究——以江苏省为例 [J]. 环境科技 , 2015 , 28 ( 6 ): 25 - 29 .

ZHUANG Qing , LIU Chuanyu . The initial right distribution model of the electric power industry research based on entropy weight and TOPSIS method of carbon emissions—taking Jiangsu Province as an example [J]. Environmental Science and Technology , 2015 , 28 ( 6 ): 25 - 29 .

WANG T , WANG X , GONG Y , et al . Initial allocation of carbon emission permits in power systems [J]. Journal of Modern Power Systems and Clean Energy , 2017 , 5 ( 2 ): 239 - 247 .

HARRISON D , RADOV D B . Evaluation of alternative initial allocation mechanisms in a European Union greenhouse gas emissions allowance trading scheme [J]. Environmental Policy Collection , 2010 , 35 ( 1 ): 155 - 168 .

赵文会 , 李阮 , 李鑫明 , 等 . 中国电力行业碳排放的责任分摊 [J]. 科技管理研究 , 2017 , 37 ( 1 ): 227 - 232 .

ZHAO Wenhui , LI Yuan , LI Xinming , et al . Carbon emissions allocation responsibility for China’s electric power industry [J]. Science and Technology Management Research , 2017 , 37 ( 1 ): 227 - 232 .

李保卫 , 胡泽春 , 宋永华 , 等 . 电力碳排放区域分摊的原则与模型 [J]. 电网技术 , 2012 , 36 ( 7 ): 12 - 18 .

LI Baowei , HU Zechun , SONG Yonghua , et al . Principle and model for regional allocation of carbon emission from electricity sector [J]. Power System Technology , 2012 , 36 ( 7 ): 12 - 18 .

王敬敏 , 薛雨田 . 基于数据包络模型的电力行业碳排放权配额初始分配效率研究 [J]. 中国电力 , 2013 , 46 ( 10 ): 146 - 150 .

WANG Jingmin , XUE Yutian . Efficiency of power industry carbon emission quotas based on data envelopment [J]. Electric Power , 2013 , 46 ( 10 ): 146 - 150 .

谢传胜 , 董达鹏 , 贾晓希 , 等 . 中国电力行业碳排放配额分配——基于排放绩效 [J]. 技术经济 , 2011 , 30 ( 11 ): 57 - 62 .

XIE Chuansheng , DONG Dapeng , JIA Xiaoxi , et al . Carbon emission quota allocation of electric power sector in China: based on emission performance [J]. Technology Economics , 2011 , 30 ( 11 ): 57 - 62 .

张宁 , 贺姝峒 , 王军锋 , 等 . 碳交易背景下天津市电力行业碳排放强度与基准线 [J]. 环境科学研究 , 2018 , 31 ( 1 ): 187 - 193 .

ZHANG Ning , HE Shutong , WANG Junfeng , et al . Carbon intensity and benchmarking analysis of power industry in Tianjin under the context of cap-and-trade [J]. Research of Environmental Sciences , 2018 , 31 ( 1 ): 187 - 193 .

赵文会 , 高姣倩 , 宋亚君 . 基于Cournot模型的电力行业初始碳排放权分配策略研究 [J]. 软科学 , 2017 , 31 ( 1 ): 76 - 80 .

ZHAO Wenhui , GAO Jiaoqian , SONG Yajun . Research on initial allocation strategy of carbon emission permit in electric power industry based on Cournot model [J]. Soft Science , 2017 , 31 ( 1 ): 76 - 80 .

陈俐 , 张翔宇 , 鞠立伟 , 等 . 南方电网西电东送碳排放权初始配额分配新方法 [J]. 中国电力 , 2016 , 49 ( 4 ): 170 - 173 .

CHEN Li , ZHANG Xiangyu , JU Liwei , et al . Clean energy generation oriented initial quota allocation method for carbon emissions trading of west-east power transmission [J]. Electric Power , 2016 , 49 ( 4 ): 170 - 173 .

宋旭东 , 莫娟 , 向铁元 . 电力行业碳排放权的初始分配机制 [J]. 电力自动化设备 , 2013 , 33 ( 1 ): 44 - 49 .

SONG Xudong , MO Juan , XIANG Tieyuan . Initial allocation mechanism of carbon emission permit in electric power industry [J]. Electric Power Automation Equipment , 2013 , 33 ( 1 ): 44 - 49 .

齐绍洲 , 王班班 . 碳交易初始配额分配:模式与方法的比较 [J]. 武汉大学学报 , 2013 , 66 ( 5 ): 19 - 28 .

QI Shaozhou , WANG Banban . Initial allowances allocation in carbon trading comparison of modes and methods [J]. Journal of Wuhan University , 2013 , 66 ( 5 ): 19 - 28 .

国务院发展研究中心课题组 . 全球温室气体减排:理论框架和解决方案 [J]. 经济研究 , 2009 ( 3 ): 4 - 13 .

Project Team of Development Research Center of the State Council of China . Greenhouse gas emissions reduction: a theoretical framework and global solution [J]. Economic Research Journal , 2009 ( 3 ): 4 - 13 .

吴鸿亮 , 刘羽霄 , 张宁 , 等 . 南方电网西电东送中的碳交易模型及其效益分析 [J]. 电网技术 , 2017 , 41 ( 3 ): 745 - 751 .

WU Hongliang , LIU Yuxiao , ZHANG Ning , et al . Carbon trading models and benefit analysis in CSG west-to-east power transmission [J]. Power System Technology , 2017 , 41 ( 3 ): 745 - 751 .

袁溥 , 李宽强 . 碳排放交易制度下我国初始排放权分配方式研究 [J]. 国际经贸探索 , 2011 , 27 ( 3 ): 78 - 82 .

YUAN Pu , LI Kuanqiang . Study on Chinese initial distribution modes of emission rights in the trading system of carbon emissions [J]. International Economics and Trade Research , 2011 , 27 ( 3 ): 78 - 82 .

修晓青 , 唐巍 , 李建林 , 等 . 基于层次分析法的储能配置综合评估技术 [J]. 电力系统自动化 , 2018 , 42 ( 11 ): 72 - 77 . DOI: 10.7500/AEPS20171227003 http://dx.doi.org/10.7500/AEPS20171227003 .

XIU Xiaoqing , TANG Wei , LI Jianlin , et al . Comprehensive evaluation technology of energy storage configuration based on analytic hierarchy process [J]. Automation of Electric Power Systems , 2018 , 42 ( 11 ): 72 - 77 . DOI: 10.7500/AEPS 20171227003 http://dx.doi.org/10.7500/AEPS 20171227003 .

赵书强 , 汤善发 . 基于改进层次分析法、CRITIC法与逼近理想解排序法的输电网规划方案综合评价 [J]. 电力自动化设备 , 2019 , 39 ( 3 ): 143 - 148 .

ZHAO Shuqiang , TANG Shanfa . Comprehensive evaluation of transmission network planning scheme based on improved analytic hierarchy process, CRITIC method and TOPSIS [J]. Electric Power Automation Equipment , 2019 , 39 ( 3 ): 143 - 148 .

SHANNON C E , WEAVER W . The mathematical theory of communication [M]. Urbana , USA: University of Illinois Press , 1949 .

刘通 , 张聪 , 吴鸣远 . 在线评论中基于边界平均信息熵的产品特征提取算法 [J]. 系统工程理论与实践 , 2016 , 36 ( 9 ): 2416 - 2423 .

LIU Tong , ZHANG Cong , WU Mingyuan . An algorithm of online product feature extraction based on boundary average entropy [J]. Systems Engineering—Theory & Practice , 2016 , 36 ( 9 ): 2416 - 2423 .

FASSINUT M B , CHOQUEL J B . A new probabilistic and entropy fusion approach for management of information sources [J]. Information Fusion , 2004 , 5 ( 1 ): 35 - 47 .

欧阳森 , 石怡理 . 改进熵权法及其在电能质量评估中的应用 [J]. 电力系统自动化 , 2013 , 37 ( 21 ): 156 - 164 .

OUYANG Sen , SHI Yili . A new improved entropy method and its application in power quality evaluation [J]. Automation of Electric Power Systems , 2013 , 37 ( 21 ): 156 - 164 .

程崯 , 王宇 , 余轩 , 等 . 电力变压器运行状态综合评判指标的权重确定 [J]. 中国电力 , 2011 , 44 ( 4 ): 26 - 30 .

CHENG Yin , WANG Yu , YU Xuan , et al . Study on index weighting methods for transformer condition evaluation [J]. Electric Power , 2011 , 44 ( 4 ): 26 - 30 .

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Comprehensive Evaluation Index System and Method for Fast Charging Network of Electric Vehicles

Multi-party Co-governance Decision-making Method for Coordinated Transactions Among Multiple Microgrids

Fast Confidence Evaluation of Operation Mode of Power Grid Based on Gaussian Process Regression

Load Curve Clustering Method Based on Euclidean Dynamic Time Warping Distance and Entropy Weight

Related Author

Zheng XU

Qiqi NAN

Yunfei MU

Xiaohong DONG

Hongjie JIA

Yu ZHOU

Cheng WANG

Mingyang HU

Related Institution

Key Laboratory of the Ministry of Education on Smart Power Grids(Tianjin University)

Yancheng Power Supply Company of State Grid Jiangsu Electric Power Co., Ltd.

College of Electrical Engineering, Sichuan University

State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources (North China Electric Power University)

Northwest Branch of Sated Grid Corporation of China

⁰