Integrated Intelligent Energy ›› 2022, Vol. 44 ›› Issue (2): 80-88.doi: 10.3969/j.issn.2097-0706.2022.02.011
• Load Scheduling and Market Mechanism • Previous Articles
JI Bin1,2(), SUN Hui1,2,*(
), CHANG Li1,2, ZHANG Dandan1,2
Received:
2021-11-01
Revised:
2022-01-02
Published:
2022-02-25
Contact:
SUN Hui
E-mail:1498206259@qq.com;sunhui@88.com
CLC Number:
JI Bin, SUN Hui, CHANG Li, ZHANG Dandan. Modeling and analysis on decision making behavior of loyal users participating in demand-side response[J]. Integrated Intelligent Energy, 2022, 44(2): 80-88.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.hdpower.net/EN/10.3969/j.issn.2097-0706.2022.02.011
Table 1
Data about response time
响应周期 | 响应电量/(kW·h) | 弹性电价/[元·(kW·h)-1] | 实际电价/[元·(kW·h)-1] | 不平衡电量/(kW·h) | 系统电量/(kW·h) |
---|---|---|---|---|---|
T1 | 0 | 0 | 0.600 0 | 200.000 | 1 000.000 |
T2 | 45.000 | 0.600 00 | 0.900 0 | 155.000 | 955.000 |
T3 | 51.500 | 0.730 00 | 1.030 0 | 103.500 | 903.500 |
T4 | 44.500 | 0.590 00 | 0.890 0 | 59.000 | 859.000 |
T5 | 30.000 | 0.305 00 | 0.605 0 | 29.000 | 829.000 |
T6 | 20.000 | 0.105 00 | 0.405 0 | 9.000 | 809.000 |
T7 | 16.130 | -0.022 50 | 0.277 5 | -7.130 | 792.870 |
T8 | 14.380 | 0.012 48 | 0.290 0 | 7.250 | 807.250 |
T9 | 16.283 | 0.025 70 | 0.315 7 | -9.033 | 790.970 |
T10 | 14.250 | 0.015 90 | 0.315 9 | 5.750 | 805.750 |
T11 | 15.560 | 0.001 13 | 0.298 9 | -9.814 | 790.186 |
T12 | 14.070 | 0.018 60 | 0.318 6 | 4.256 | 804.256 |
T13 | 15.421 | 0.008 40 | 0.291 6 | -11.165 | 788.835 |
[1] | 吉斌, 昌力, 朱丽叶, 等. 区块链系统节点私钥泄露的电力数据防篡改方法与验证机制设计[J]. 电力自动化设备, 2021,41(12):87-94. |
JI Bin, CHANG Li, ZHU Liye, et al. Anti-tampering method and verification mechanism design of power data for private key leakage of node in blockchain system[J]. Electric Power Automation Equipment, 2021,41(12):87-94. | |
[2] | 吉斌, 昌力, 陈振寰, 等. 基于区块链技术的电力碳排放权交易市场机制设计与应用[J]. 电力系统自动化, 2021,45(12):1-10. |
JI Bin, CHANG Li, CHEN Zhenhuan, et al. Blockchain technology based design and application of market mechanism for power carbon emission allowance trading[J]. Automation of Electric Power Systems, 2021,45(12):1-10. | |
[3] | 王云泽, 王秋瑾, 马欣欣. 基于区块链技术的能源互联网交易方案设计[J]. 华电技术, 2020,42(8):83-89. |
WANG Yunze, WANG Qiujin, MA Xinxin. Design of energy internet trading system based on blockchain technology[J]. Huadian Technology, 2020,42(8):83-89. | |
[4] | 张粒子, 刘方, 王帮灿, 等. 巴西电力市场研究:市场机制内在逻辑分析与对我国电力市场建设的启示[J]. 中国电机工程学报, 2020,40(10):3201-3214. |
ZHANG Lizi, LIU Fang, WANG Bangcan, et al. Brazil's electricity market research: The internal logic analysis of market mechanism and its enlightenment to China's power market construction[J]. Proceedings of the CSEE, 2020,40(10):3201-3214. | |
[5] | 王晛, 王留晖, 张少华. 风电商与DR聚合商联营对电力市场竞争的影响[J]. 电网技术, 2018,42(1):110-116. |
WANG Xian, WANG Liuhui, ZHANG Shaohua. Impacts of cooperation between wind power producer and DR aggregator on electricity market equilibrium[J]. Power System Technology, 2018,42(1):110-116. | |
[6] | 杨斌, 杜文娟, 王海风. 数据驱动下的虚拟同步发电机等效建模[J]. 电网技术, 2020,44(1):35-43. |
YANG Bin, DU Wenjuan, WANG Haifeng. Equivalent modeling of virtual synchronous generator based on data-driven method[J]. Power System Technology, 2020,44(1):35-43. | |
[7] | 刘妍, 谭建成. 基于区块链技术的大用户直购电模式实现研究[J]. 电力信息与通信技术, 2018,16(7):94-100. |
LIU Yan, TAN Jiancheng. Application of blockchain technology in large consumers' direct purchase[J]. Electric Power Information and Communication Technology, 2018,16(7):94-100. | |
[8] | 吉斌, 莫峻, 谭建成. 高比例光伏电能产消群电力需求响应机制设计[J]. 电网技术, 2018,42(10):3315-3323. |
JI Bin, MO Jun, TAN Jiancheng. Design of power demand response mechanism for high proportion of photovoltaic prosumer[J]. Power System Technology, 2018,42(10):3315-3323. | |
[9] | 平健, 严正, 陈思捷, 等. 基于区块链的分布式能源交易市场信用风险管理方法[J]. 中国电机工程学报, 2019,39(24):7137-7145,7487. |
PING Jian, YAN Zheng, CHEN Sijie, et al. Credit risk management in distributed energy resource transactions based on blockchain[J]. Proceedings of the CSEE, 2019,39(24):7137-7145,7487. | |
[10] | 冯志颖, 唐文虎, 吴青华, 等. 考虑负荷纵向随机性的用户用电行为聚类方法[J]. 电力自动化设备, 2018,38(9):39-44,53. |
FENG Zhiying, TANG Wenhu, WU Qinghua, et al. Users' consumption behavior clustering method considering longitudinal randomness of load[J]. Electric Power Automation Equipment, 2018,38(9):39-44,53. | |
[11] | 邱起瑞, 李更丰, 潘雨晴. 基于用电行为综合指标的用户负荷分类研究[J]. 智慧电力, 2018,46(10):26-31. |
QIU Qirui, LI Gengfeng, PAN Yuqing. Research on user load classification based on synthetic index of electricity consumption behavior[J]. Smart Power, 2018,46(10):26-31. | |
[12] |
CHARTRAND T L, BARGH J A. The chameleon effect: The perception-behavior link and social interaction[J]. Journal of Personality and Social Psychology, 1999,76(6):893-910.
doi: 10.1037/0022-3514.76.6.893 |
[13] | 肖白, 张小娜, 姜卓, 等. 考虑本位元胞接受能力和相邻元胞负荷影响的空间负荷预测[J]. 电力系统自动化, 2021,45(12):57-64. |
XIAO Bai, ZHANG Xiaona, JIANG Zhuo, et al. Spatial load forecasting considering the acceptance capacity of standard cells and the load of adjacent cells[J]. Automation of Electric Power Systems, 2021,45(12):57-64. | |
[14] | 汪寅, 臧寅垠, 陈巍. 从“变色龙效应”到“镜像神经元”再到“模仿过多症”——作为社会交流产物的人类无意识模仿[J]. 心理科学进展, 2011,19(6):916-924. |
WANG Yin, ZANG Yinyin, CHEN Wei. From "chameleon effect" to "mirror neurons" and to "Echopraxia":Human mimicry comes from social interaction[J]. Advances in Psychological Science, 2011,19(6):916-924. | |
[15] | 陈巍. 情绪对无意识模仿的影响:来自中国人“变色龙效应”的证据[C]//中国心理学会.心理学与创新能力提升——第十六届全国心理学学术会议论文集.中国心理学会, 2013. |
[16] |
LAKIN J L, JEFFERIS V E, CHENG C M, et al. The chameleon effect as social glue: Evidence for the evolutionary significance of nonconscious mimicry[J]. Journal of Nonverbal Behavior, 2003,27(3):145-162.
doi: 10.1023/A:1025389814290 |
[17] | 徐磊, 杨秀, 张美霞. 基于数据挖掘的工业用户用电行为分析[J]. 电测与仪表, 2017,54(16):68-74. |
XU Lei, YANG Xiu, ZHANG Meixia. Industrial users of electricity behavior analysis based on data mining[J]. Electrical Measurement & Instrumentation, 2017,54(16):68-74. | |
[18] | 吉斌, 刘妍, 朱丽叶, 等. 基于联盟区块链的电力碳权交易机制设计[J]. 华电技术, 2020,42(8):32-40. |
JI Bin, LIU Yan, ZHU Liye, et al. Design of carbon emission permit trading mechanism in power industry based on consortium blockchain[J]. Huadian Technology, 2020,42(8):32-40. | |
[19] | 吉斌, 孙绘, 梁肖, 等. 面向“双碳”目标的碳电市场融合交易探讨[J]. 华电技术, 2021,43(6):33-40. |
JI Bin, SUN Hui, LIANG Xiao, et al. Discussion on convergent trading of the carbon and electricity market on the path to carbon peak and carbon neutrality[J]. Huadian Technology, 2021,43(6):33-40. | |
[20] | 高亚静, 吕孟扩, 梁海峰, 等. 基于离散吸引力模型的用电需求价格弹性矩阵[J]. 电力系统自动化, 2014,38(13):103-107,144. |
GAO Yajing, LYU Mengkuo, LIANG Haifeng, et al. Electricity demand price elasticity matrix based on discrete attractive model[J]. Automation of Electric Power Systems, 2014,38(13):103-107,144. | |
[21] | 周玲芳. 智能电网条件下的用户侧实时电价机制研究[D]. 北京:华北电力大学, 2015. |
[1] | ZOU Fenghua, ZHU Xingyang, YIN Junping, MENG Shiyu, JIANG Haiyan, CHEN Aikang, LIU Lan. Development trend analysis on building energy systems under "dual carbon" target [J]. Integrated Intelligent Energy, 2024, 46(8): 36-40. |
[2] | WANG Zening, LI Wenzhong, LI Donghui, XU Taishan, YU Jun. Construction of the hierarchical autonomous power balance model for software-defined new power systems [J]. Integrated Intelligent Energy, 2024, 46(7): 1-11. |
[3] | HE Fangbo, PEI Ligeng, ZHENG Rui, FAN Kangjian, ZHANG Xiaoman, LI Gengfeng. Construction of new power system in Shaanxi Province with the collaboration of source-network-load-storage [J]. Integrated Intelligent Energy, 2024, 46(7): 40-46. |
[4] | YU Haibin, LU Wenzhou, TANG Liang, ZHANG Yuchen, ZOU Xiangyu, JIANG Yuliang, LIU Jiabao. Economic dispatch and profit distribution strategy for multi-agent virtual power plants considering risk preferences [J]. Integrated Intelligent Energy, 2024, 46(6): 66-77. |
[5] | WANG Liang, DENG Song. Anomalous data detection methods for new power systems [J]. Integrated Intelligent Energy, 2024, 46(5): 12-19. |
[6] | WANG Yongli, WANG Yanan, MA Ziben, QIN Yumeng, CHEN Xichang, TENG Yue. Effectiveness evaluation on energy trading systems taking blockchain technology [J]. Integrated Intelligent Energy, 2024, 46(4): 78-84. |
[7] | DING Leyan, KE Song, YANG Jun, SHI Xingye. Control strategy of virtual synchronous generators based on adaptive control parameter setting [J]. Integrated Intelligent Energy, 2024, 46(3): 35-44. |
[8] | YUAN Shuguang, ZHANG Yuting, WANG Feng, YUAN Guangzhen. Business operation modes and risk analysis of large-scale energy storage in western Inner Mongolia [J]. Integrated Intelligent Energy, 2024, 46(3): 63-71. |
[9] | LI Chengyun, YANG Dongsheng, ZHOU Bowen, YANG Bo, LI Guangdi. Digitization of new-type electric power systems based on digital twin technology [J]. Integrated Intelligent Energy, 2024, 46(2): 1-11. |
[10] | ZHANG Xinyi, YANG Bo. Stability analysis on islanded microgrids with grid-forming and grid-following converters [J]. Integrated Intelligent Energy, 2024, 46(2): 12-18. |
[11] | SUN Na, DONG Haiying, CHEN Wei, MA Hulin. Secondary frequency modulation control strategy for large-scale grid-side energy storage devices in new power systems [J]. Integrated Intelligent Energy, 2024, 46(2): 59-67. |
[12] | KONG Huichao, WANG Wenzhong, LEI Yi, PENG Jing, LI Haibo. Electric power and energy rebalancing method for new power systems at receiving ends of industrial parks [J]. Integrated Intelligent Energy, 2024, 46(2): 68-74. |
[13] | BAO Haibo, LIANG Junjie, LI Xiang. Modeling and analysis on demand response for generalized load of power supply systems in industrial parks [J]. Integrated Intelligent Energy, 2024, 46(1): 11-17. |
[14] | LIN Jiajun, YAN Weidan, HU Junhua, ZHENG Yiming, SHAO Xianjun, GUO Bingyan. Application and prospect of multimodal knowledge graph in electric power operation inspection [J]. Integrated Intelligent Energy, 2024, 46(1): 65-74. |
[15] | YU Haibin, DONG Ye, WENG Jinde, HU Xinchen, YAN Wei, WU Difan. Research on the application and economic benefits of 5G slice in the urban distribution network [J]. Integrated Intelligent Energy, 2024, 46(1): 75-83. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||