Research on the development path of integrated energy service platforms for power generation enterprises in value chain reconstruction

doi:10.3969/j.issn.2097-0706.2022.12.011

Abstract

Abstract:

Building integrated energy service platforms that integrate internet and advanced information technologies with energy production，transmission，storage，consumption and marketing is a new development form of "Internet + "smart energy industry.Firstly，based on the summary on the current situation of integrated energy service platforms，the importance of the platform for the development of integrated energy services is expounded.Then，a development path for integrated energy service platforms of power generation enterprises is proposed which includes energy supply，market transaction and services into its value chain.The path improves the core competitiveness of the platform by matching supply and demand and providing diversified services，common services and energy management.Finally，the overall architecture and core business functions of the platform are described in detail，and the supports of data mining analysis technology and service package recommendation technology are studied.The path provides a feasible scheme for the design，development and application of an integrated energy service platform for power generation enterprises.

Key words: integrated energy service platform, power generation enterprises, value chain reconstruction, platform architecture, data mining, Internet+, Intelligent Energy

CLC Number:

TK01：F424

HUANG Baole, LI Peng, XING Zheng, GAO Bo, ZHAO Jing. Research on the development path of integrated energy service platforms for power generation enterprises in value chain reconstruction[J]. Integrated Intelligent Energy, 2022, 44(12): 75-80.

Figures/Tables 4

References 24

[1]	买亚宗, 石书德, 张勇, 等. 关于以平台模式推进综合能源服务产业发展的建议[J]. 国有资产管理, 2020(10):59-62.
	MAI Yazong, SHI Shude, ZHANG Yong, et al. Suggestions on promoting the development of comprehensive energy service industry in platform mode[J]. State Owned Assets Management, 2020 (10):59-62.
[2]	吴潇雨, 代红才, 刘林, 等. 综合能源服务平台化发展解析[J]. 能源, 2021(3):45-49.
	WU Xiaoyu, DAI Hongcai, LIU Lin, et al. Analysis on the development of integrated energy service platform[J]Energy, 2021(3):45-49.
[3]	徐仁武, 徐锴. 东京电力公司竞争环境下的价格策略[J]. 电力需求侧管理, 2007(5):74-76.
	XU Renwu, XU Kai. Price strategy of Tokyo Electric Power Company under competitive environment[J]. Power Demand Side Management, 2007(5):74-76.
[4]	王晓辉, 刘鹏, 季知祥, 等. 能源互联网共享运营平台关键技术及应用[J]. 电力信息与通信技术, 2020, 18(1):46-53.
	WANG Xiaohui, LIU Peng, JI Zhixiang, et al. Key technologies and applications of energy Internet sharing operation platform[J]. Power Information and Communication Technology, 2020, 18(1):46-53.
[5]	汪振, 何斌, 杨彪, 等. 综合能源服务生态平台构建方法及架构[J]. 电力需求侧管理, 2019, 21(4):77-82.
	WANG Zhen, HE Bin, YANG Biao, et al. Construction method and framework of integrated energy service ecological platform[J]. Power Demand Side Management, 2019, 21(4):77-82.
[6]	曾鸣, 王雨晴, 李明珠, 等. 泛在电力物联网体系架构及实施方案初探[J]. 智慧电力, 2019, 47(4):1-7,58.
	ZENG Ming, WANG Yuqing, LI Mingzhu, et al. Preliminary study on the architecture and implementation scheme of ubiquitous power internet of things[J]. Smart Power, 2019, 47(4):1-7,58.
[7]	王晓海, 徐静静, 胡永锋, 等. 新形势下发电企业在综合能源服务领域的业务分析[J]. 综合智慧能源, 2022, 44(3): 9-16. doi: 10.3969/j.issn.2097-0706.2022.03.002
	WANG Xiaohai, XU Jingjing, HU Yongfeng, et al. Business analysis on integrated energy services of power generation enterprises under the new circumstances[J]. Integrated Intelligent Energy, 2022, 44(3):9-16. doi: 10.3969/j.issn.2097-0706.2022.03.002
[8]	吴垠, 薛贵元, 陈卓彦, 等. 省级电网公司打造综合能源服务平台的探讨[J]. 电力需求侧管理, 2020, 22(5):93-96.
	WU Yin, XUE Guiyuan, CHEN Zhuoyan, et al. Discussion on building a comprehensive energy service platform for provincial power grid companies[J]. Power Demand Side Management, 2020, 22(5):93-96.
[9]	封红丽. 综合能源服务市场开发战略研究与建议[J]. 电器工业, 2019(7):33-45.
	FENG Hongli. Research and suggestions on the development strategy of integrated energy service market[J]. Electrical Industry, 2019(7):33-45.
[10]	杨柔坚. 基于价值链重构的传统企业商业模式创新和价值创造研究[D]. 南京: 南京师范大学, 2018.
[11]	赵竟, 邢政, 黄保乐, 等. 发电企业综合能源服务创新商业模式及发展策略研究[J]. 综合智慧能源, 2022, 44(3):17-22. doi: 10.3969/j.issn.2097-0706.2022.03.003
	ZHAO Jing, XING Zheng, HUANG Baole, et al. Research on innovative business model and development strategy of comprehensive energy services for power generation enterprises[J]. Integrated Intelligent Energy, 2022, 44(3):17-22. doi: 10.3969/j.issn.2097-0706.2022.03.003
[12]	汤芳. 综合能源服务市场竞争:结构、策略及趋势[J]. 能源, 2019(1):68-71.
	TANG Fang. Competition in the comprehensive energy service market:Structure,strategy and trend[J]. Energy, 2019(1):68-71.
[13]	王小彦. 电网企业综合能源服务平台发展研究[D]. 南京: 东南大学, 2020.
[14]	刘永辉, 张显, 谢开, 等. 能源互联网背景下的新一代电力交易平台设计探讨[J]. 电力系统自动化, 2021, 45(7):104-115.
	LIU Yonghui, ZHANG Xian, XIE Kai, et al. Discussion on the design of a new generation of power trading platform under the background of Energy Internet[J]. Power System Automation, 2021, 45(7):104-115.
[15]	李华强, 李旭翔, 阚力丰. 能源互联网背景下综合能源服务市场运营模式及关键技术[J]. 工程科学与技术, 2020, 52(4):13-24.
	LI Huaqiang, LI Xuxiang, KAN Lifeng. Operation mode and key technologies of integrated energy service market under the background of Energy Internet[J]. Engineering Science and Technology, 2020, 52(4):13-24.
[16]	何维国, 潘博, 潘智俊, 等. 基于数据挖掘的能源企业数字化转型探索[J]. 电力与能源, 2019, 40(6):688-690.
	HE Weiguo, PAN Bo, PAN Zhijun, et al. Exploration on digital transformation of energy enterprises based on data mining[J]. Electricity and Energy, 2019, 40(6):688-690.
[17]	刘世成, 张东霞, 朱朝阳, 等. 能源互联网中大数据技术思考[J]. 电力系统自动化, 2016, 40(8):14-21,56.
	LIU Shicheng, ZHANG Dongxia, ZHU Chaoyang, et al. Technical thinking on big data in Energy Internet[J]. Power System Automation, 2016, 40(8):14-21,56.
[18]	李扬, 宋天立, 王子健. 基于用户数据深度挖掘的综合能源服务关键问题探析[J]. 电力需求侧管理, 2018, 20(3):1-5.
	LI Yang, SONG Tianli, WANG Zijian. Analysis on key problems of integrated energy service based on user data deep mining[J]. Power Demand Side Management, 2018, 20(3):1-5.
[19]	杨晟, 孙跃, 龚钢军, 等. 基于能源区块链的综合能源服务研究[J]. 华电技术, 2020, 42(8):11-16.
	YANG Sheng, SUN Yue, GONG Gangjun, et al. Research on integrated energy services based on energy blockchain[J]. Huadian Technology, 2020, 42(8):11-16.
[20]	王利猛, 刘久成, 田春光, 等. 基于统计学方法的微网混合储能容量优化配置[J]. 电网技术, 2018, 42(1):187-194.
	WANG Limeng, LIU Jiucheng, TIAN Chunguang, et al. Optimal allocation of microgrid hybrid energy storage capacity based on statistical method[J]. Power Grid Technology, 2018, 42(1):187-194.
[21]	闫志刚, 胡海涛. 基于语义的Web服务动态组合框架的研究[J]. 微电子学与计算机, 2010, 27(8):197-200.
	YAN Zhigang, HU Haitao. Research on semantic based dynamic composition framework of Web services[J]. Microelectronics and Computer, 2010, 27(8):197-200.
[22]	XIANG C, SU S, XU S, et al. DP-Apriori:A differentially private frequent itemset mining algorithm based on transaction splitting[J]. Computers & Security, 2015, 50:74-90. doi: 10.1016/j.cose.2014.12.005
[23]	BALABANOVIC M, SHOHAM Y. Content-based,collaborative recommendation[J]. Communications of the ACM, 1997, 40(3):66-72.
[24]	麻天, 余本国, 张静, 等. 基于混合聚类与融合用户兴趣的协同过滤推荐算法[J]. 电子技术应用, 2022, 48(4):29-33.
	MA Tian, YU Benguo, ZHANG Jing, et al. Collaborative filtering recommendation algorithm based on hybrid clustering and user interest fusion[J]. Application of Electronic Technology, 2022, 48(4):29-33.