Multi Dimensional Portrait Method of Industrial Users’ Comprehensive Energy Consumption Index System Under the Background of Carbon  Neutrality

doi:10.11930/j.issn.1004-9649.202110024

Abstract

Abstract: As an important subject of energy consumption and carbon dioxide emissions, it is of great importance to portray the comprehensive energy efficiency of industrial users reasonably. Meanwhile, they are the key targets for the realization of the “dual carbon goal”. For this purpose, we establish a multidimensional portrait of industrial users based on the comprehensive energy use index system. Firstly, we construct a corresponding evaluation system from five dimensions: reliable energy use, efficient energy use, economic energy use, low-carbon energy use and intelligent energy use and formed a comprehensive evaluation index system with target layer, criterion layer and index layer. Secondly, we obtain index weights and calculate the integrated energy use index based on hierarchical analysis to form a multidimensional energy use portrait of industrial users. Finally, by selecting four industrial users from different industries as examples, the effectiveness of the proposed method is verified.

Key words: carbon neutral, industrial users, energy use index system, hierarchical analysis

SHEN Yan, LI Dongdong, LIN Shunfu. Multi Dimensional Portrait Method of Industrial Users’ Comprehensive Energy Consumption Index System Under the Background of Carbon Neutrality[J]. Electric Power, 2022, 55(11): 91-96.

Add to citation manager EndNote|Ris|BibTeX

URL: https://www.electricpower.com.cn/EN/10.11930/j.issn.1004-9649.202110024

https://www.electricpower.com.cn/EN/Y2022/V55/I11/91

References

[1] 康重庆. 能源互联网促进实现“双碳”目标[J]. 全球能源互联网, 2021, 4(3): 205–206
KANG Chongqing. Energy Internet promotes the achievement of carbon peak and neutrality targets[J]. Journal of Global Energy Interconnection, 2021, 4(3): 205–206
[2] 邹晨露, 崔雪, 周斌, 等. 低碳环境下计及柔性负荷和电锅炉的电热联合系统优化调度[J]. 电测与仪表, 2019, 56(18): 34–40,56
ZOU Chenlu, CUI Xue, ZHOU Bin, et al. Optimal dispatch of combined heat and power system considering flexible load and electric boiler under carbon trading environment[J]. Electrical Measurement & Instrumentation, 2019, 56(18): 34–40,56
[3] CHENG Y H, ZHANG N, ZHANG B S, et al. Low-carbon operation of multiple energy systems based on energy-carbon integrated prices[J]. IEEE Transactions on Smart Grid, 2020, 11(2): 1307–1318.
[4] 余碧莹, 赵光普, 安润颖, 等. 碳中和目标下中国碳排放路径研究[J]. 北京理工大学学报(社会科学版), 2021, 23(2): 17–24
YU Biying, ZHAO Guangpu, AN Runying, et al. Research on China’s CO₂ emission pathway under carbon neutral target[J]. Journal of Beijing Institute of Technology (Social Sciences Edition), 2021, 23(2): 17–24
[5] 胡鞍钢. 中国实现2030年前碳达峰目标及主要途径[J]. 北京工业大学学报(社会科学版), 2021, 21(3): 1–15
HU Angang. China's goal of achieving carbon peak by 2030 and its main approaches[J]. Journal of Beijing University of Technology (Social Sciences Edition), 2021, 21(3): 1–15
[6] 单葆国, 冀星沛, 姚力, 等. 能源高质量发展下中国电力供需格局演变趋势[J]. 中国电力, 2021, 54(11): 1–9,18
SHAN Baoguo, JI Xingpei, YAO Li, et al. Evolving tendency of electric supply and demand pattern under the circumstances of high-quality energy development[J]. Electric Power, 2021, 54(11): 1–9,18
[7] 陈柏森, 廖清芬, 刘涤尘, 等. 区域综合能源系统的综合评估指标与方法[J]. 电力系统自动化, 2018, 42(4): 174–182
CHEN Baisen, LIAO Qingfen, LIU Dichen, et al. Comprehensive evaluation indices and methods for regional integrated energy system[J]. Automation of Electric Power Systems, 2018, 42(4): 174–182
[8] 王鸿伟, 过敏意. 刻画长短期用户兴趣的基于会话的推荐系统[J]. 中国科学:信息科学, 2020, 50(12): 1867–1881
WANG Hongwei, GUO Minyi. Recurrent memory networks: modeling long short-term user preferences for session-based recommendation[J]. Scientia Sinica (Informationis), 2020, 50(12): 1867–1881
[9] 严嘉伦, 林俊光, 楼可炜, 等. 基于AHP-变异系数法的楼宇型综合能源系统评价体系[J]. 热力发电, 2019, 48(12): 25–30
YAN Jialun, LIN Junguang, LOU Kewei, et al. Evaluation system for building integrated energy system based on AHP-CV method[J]. Thermal Power Generation, 2019, 48(12): 25–30
[10] 杨小彬, 李和明, 尹忠东, 等. 基于层次分析法的配电网能效指标体系[J]. 电力系统自动化, 2013, 37(21): 146–150,195
YANG Xiaobin, LI Heming, YIN Zhongdong, et al. Energy efficiency index system for distribution network based on analytic hierarchy process[J]. Automation of Electric Power Systems, 2013, 37(21): 146–150,195
[11] 郭佳. 基于机器学习算法的企业用电预测模型研究[D]. 重庆: 重庆邮电大学, 2019.
GUO Jia. Research on enterprise power consumption forecasting model based on machine learning algorithms[D]. Chongqing: Chongqing University of Posts and Telecommunications, 2019.
[12] 马昭, 赵会茹, 霍慧娟, 等. 基于改进三角模糊VIKOR法的用户储能系统配置方案综合评估[J]. 中国电力, 2022, 55(4): 185–191
MA Zhao, ZHAO Huiru, HUO Huijuan, et al. Comprehensive evaluation of user energy storage system configuration schemes based on the improved triangular fuzzy VIKOR method[J]. Electric Power, 2022, 55(4): 185–191
[13] 周子钰, 张粒子, 涂维党, 等. 售电公司对用户可中断负荷营销策略研究: 基于博弈论刻画售电公司与用户的交互关系[J]. 价格理论与实践, 2020(7): 133–136,179
ZHOU Ziyu, ZHANG Lizi, TU Weidang, et al. Research on the marketing strategy of interruptible load by electricity retailing company-based on game theory to characterize the interactive relationship between the company and users[J]. Price:Theory & Practice, 2020(7): 133–136,179
[14] 康海燕, 王紫豪, 于爱民, 等. 基于网络日志的用户行为刻画与预测研究[J]. 郑州大学学报(理学版), 2019, 51(3): 48–54,60
KANG Haiyan, WANG Zihao, YU Aimin, et al. Analysis and prediction of user behavior based on web log[J]. Journal of Zhengzhou University (Natural Science Edition), 2019, 51(3): 48–54,60
[15] 罗群, 刘春雨, 张家安, 等. 智能电能表状态检验评价指标体系及在线平台开发[J]. 电测与仪表, 2017, 54(17): 94–99,111
LUO Qun, LIU Chunyu, ZHANG Jiaan, et al. State inspection and evaluation index system and online platform development of smart electric energy meters[J]. Electrical Measurement & Instrumentation, 2017, 54(17): 94–99,111
[16] 周辛南, 谢枫, 傅军, 等. 基于德尔菲法的电力大客户综合价值评价模型[J]. 电测与仪表, 2016, 53(增刊1): 174–177
ZHOU Xinnan, XIE Feng, FU Jun, et al. Electric power customer comprehensive value evaluation model based on Delphi method[J]. Electrical Measurement & Instrumentation, 2016, 53(S1): 174–177
[17] 倪新, 王勇, 郭绍. 加油站服务质量综合评价指标设计分析[J]. 质量与认证, 2022(9): 58–60
NI Xin, WANG Yong, GUO Shao. Research on design of comprehensive evaluation index for service quality of gas stations[J]. China Quality Certification, 2022(9): 58–60
[18] 黄鸣俊, 周琦, 叶之航, 等. 基于层次分析法的企业用电脆弱性评估[J]. 机电信息, 2020(2): 107,110
HUANG Mingjun, ZHOU Qi, YE Zhihang, et al. Vulnerability assessment of enterprise electricity consumption based on analytic hierarchy process[J]. Mechanical and Electrical Information, 2020(2): 107,110
[19] 李新宇, 朱昱. 基于层次分析法和差动法的作战部队力量编组方法[J]. 兵工自动化, 2022, 41(9): 1–4,21
LI Xinyu, ZHU Yu. Combat force organization method based on analytic hierarchy process and differential method[J]. Ordnance Industry Automation, 2022, 41(9): 1–4,21
[20] 于海洋, 王继华, 薛聿涵. 基于AHP的民航行业监管模式改革单位评价指标体系构建[J]. 项目管理技术, 2022, 20(9): 32–38
YU Haiyang, WANG Jihua, XUE Yuhan. Construction of unit evaluation index system of civil aviation industry supervision model reform based on AHP[J]. Project Management Technology, 2022, 20(9): 32–38
[21] 李东方, 刘会彩, 张锦. 基于层次分析法的受限空间瓦斯爆炸数值模拟研究[J]. 煤炭技术, 2022, 41(9): 108–111
LI Dongfang, LIU Huicai, ZHANG Jin. Numerical simulation study of confined space gas explosion based on hierarchical analysis[J]. Coal Technology, 2022, 41(9): 108–111
[22] 李荣莲, 吴莹. 基于用户画像大数据的共享内容社区精准知识服务策略[J]. 商业经济研究, 2022(16): 102–105
LI Ronglian, WU Ying. Accurate knowledge service strategy of web content community based on user portrait[J]. Journal of Commercial Economics, 2022(16): 102–105
[23] 苗光尧, 安静, 黄小花, 等. 基于多源数据融合的电力用户画像构建方法研究[J]. 自动化技术与应用, 2022, 41(8): 93–96,125
MIAO Guangyao, AN Jing, HUANG Xiaohua, et al. Research on power user portrait construction method of based on multi-source data fusion[J]. Techniques of Automation and Applications, 2022, 41(8): 93–96,125
[24] 蔡艳婧, 陆健, 曹春梅, 等. 基于综合用电指数的用户画像研究[J]. 河南科技, 2022, 41(12): 21–24
CAI Yanjing, LU Jian, CAO Chunmei, et al. Research on user portrait based on comprehensive power consumption index[J]. Henan Science and Technology, 2022, 41(12): 21–24
[25] 杨雨, 李雁, 蔡秋雷, 等. 基于“客户画像”的供电服务情绪指数构建与应用研究[J]. 科技创新与应用, 2021, 11(19): 1–5,8
YANG Yu, LI Yan, CAI Qiulei, et al. Research on the construction and application of power supply service sentiment index based on “customer portrait”[J]. Technology Innovation and Application, 2021, 11(19): 1–5,8

Multi Dimensional Portrait Method of Industrial Users’ Comprehensive Energy Consumption Index System Under the Background of Carbon Neutrality

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

[1]	LI Keyun, ZHANG Ning, ZHAO Le, ZHAO Cheng, LI Jiayu, TANG Cheng. Carbon Emission Accounting Methods for Key Electric Equipment and Materials in Power Transmission and Transformation Projects [J]. Electric Power, 2025, 58(4): 193-204.
[2]	Guanjun FU, Fuqiang ZHANG, Peng XIA, Junshu FENG, Jinfang ZHANG. Functional Orientation and Development Prospect of Natural Gas Power Generation in New Power System [J]. Electric Power, 2024, 57(8): 67-74.
[3]	Hao PENG, Zhengjing LUO, Xiangyang XIA, Gang ZENG, Yujian OU, Guiquan CHEN, Jijun WANG, Lihong LIU. Health State Equalization Control Strategy for Multi-battery Clusters in Energy Storage Systems [J]. Electric Power, 2024, 57(6): 45-52.
[4]	Shuai WANG, Yuehui HUANG, Yuanhong NIE, Siyang LIU. Research on Development Scenario of Renewable Energy in Receiving-End Power Grid Based on Production Simulation [J]. Electric Power, 2024, 57(5): 240-250.
[5]	Guoguang ZHENG. Problem Identification and Key Measures to Support the Achievement of Carbon Peak and Carbon Neutrality [J]. Electric Power, 2023, 56(11): 1-8.
[6]	SUN Qixing, ZHANG Chao, LI Chengren, YOU Peipei, GAO Xiao, ZHAO Qian, XU Zhao, LIU Sijia, LI Yanlin. Prediction of Power System Cost and Price Level Under the Goal of “Carbon Peak and Carbon Neutralization” [J]. Electric Power, 2023, 56(1): 9-16.
[7]	DONG Jie, QIAO Jianqiang. A Review on Advanced Clean Coal Power Generation Technology Under "Carbon Peaking and Carbon Neutrality" Goal [J]. Electric Power, 2022, 55(8): 202-212.
[8]	HUANG Chang, YAN Yixian, BAI Yao, ZHANG Qi, WANG Weiliang, LI Wenna. Performance Analysis of Solar-Coal Cogeneration System for Wind Power Consumption [J]. Electric Power, 2022, 55(5): 182-188.
[9]	ZHOU Yuanbing, YANG Fang, YU Xiaoxiao, JIANG Han. Realization Pathways and Key Problems of Carbon Neutrality in China's Energy and Power System [J]. Electric Power, 2022, 55(5): 1-11.
[10]	JIN Chen, REN Dawei, XIAO Jinyu, HOU Jinming, DU Ershun, ZHOU Yuanbing. Optimization Planning on Power System Supply-Grid-Storage Flexibility Resource for Supporting the “Carbon Neutrality” Target of China [J]. Electric Power, 2021, 54(8): 164-174.
[11]	WANG Haiyang, RONG Jian. Analysis on China's Nuclear Energy Development Path under the Goal of Peaking Carbon Emissions and Achieving Carbon Neutrality [J]. Electric Power, 2021, 54(6): 86-94.
[12]	TAN Xiandong, LIU Jun, XU Zhicheng, YAO Li, JI Guoqiang, SHAN Baoguo. Power Supply and Demand Balance during the 14th Five-Year Plan Period under the Goal of Carbon Emission Peak and Carbon Neutrality [J]. Electric Power, 2021, 54(5): 1-6.
[13]	ZHU Fahua, XU Yueyang, SUN Zunqiang, SUN Xueli, WANG Sheng. Practice and Enlightenment of Ultra-low Emission and Energy-Saving Retrofit of Coal-Fired Power Plants in China [J]. Electric Power, 2021, 54(4): 1-8.
[14]	ZHANG Yunzhou, ZHANG Ning, DAI Hongcai, ZHANG Siyu, WU Xiaoyu, XUE Meimei. Model Construction and Pathways of Low-Carbon Transition of China's Power System [J]. Electric Power, 2021, 54(3): 1-11.
[15]	ZHANG Yunzhou, DAI Hongcai, WU Xiaoyu, CHEN Rui, ZHANG Ning. Development Trends and Key Issues of China's Integrated Energy Services [J]. Electric Power, 2021, 54(2): 1-10.