Optimal Dispatch of Integrated Energy System Considering Operational Risks in the Presence of Energy Storage

doi:10.12096/j.2096-4528.pgt.19142

Abstract

Abstract:

In order to solve the risk problem brought by uncertainties of supply and demand in integrated energy system (IES), an optimal dispatch model of IES with energy storage considering operational risk was proposed. In the objective function, the cost of equipment adjustment, penalty for loss of load and penalty for curtailment of wind and solar power was used to quantify the operational risk of the IES. In the constraints, the time-scale differences between electric energy and thermal energy were distinguished, and the multi-period coupling constraints of energy storage were established considering the time coupling of energy storage. Then an algorithm based on Benders decomposition was proposed to solve the problem. Finally, an example was given to analyze the influence of confidence level, energy storage power and capacity on IES operation cost and operational risk.

Key words: integrated energy system (IES), energy storage, uncertainty, risk cost, optimal dispatch

CLC Number:

TM715

Yunhui SHI,Chuangxin GUO. Optimal Dispatch of Integrated Energy System Considering Operational Risks in the Presence of Energy Storage[J]. Power Generation Technology, 2020, 41(1): 56-63.

References

1	Geidl M , Koeppel G , Favreperrod P , et al. Energy hubs for the future[J] Power & Energy Magazine IEEE, 2007, 5 (1): 24- 30.
2	周晓倩, 余志文, 艾芊, 等. 含冷热电联供的微网优化调度策略综述[J]. 电力自动化设备, 2017, 37 (6): 26- 33.
3	李宏仲, 付国, 范明天, 等. 非水可再生能源发电量消纳及指标分配的分析与探讨[J]. 分布式能源, 2019, 4 (5): 50- 57.
4	曹明浩, 于继来. 基于分级定价与梯级考核机制的风电场日发电计划优化申报方法[J]. 分布式能源, 2019, 4 (5): 17- 28.
5	张俊, 贺旭, 陆春良, 等. 基于数值天气预报的光伏功率短期预测分类组合算法[J]. 广东电力, 2019, 32 (6): 55- 60.
6	Ansari O A, Safari N, Chung C Y. Reliability assessment of microgrid with renewable generation and prioritized loads[C]//2016 IEEE Green Energy and Systems Conference (IGSEC). Long Beach, CA, USA: IEEE, 2016.
7	白牧可, 王越, 唐巍, 等. 基于区间线性规划的区域综合能源系统日前优化调度[J]. 电网技术, 2017, (12): 3963- 3970.
8	陈胜, 卫志农, 孙国强, 等. 电-气混联综合能源系统概率能量流分析[J]. 中国电机工程学报, 2015, (24): 6331- 6340.
9	王成山, 郑海峰, 谢莹华, 等. 计及分布式发电的配电系统随机潮流计算[J]. 电力系统自动化, 2005, (24): 39- 44.
10	杨胜春, 等. ,基于态势感知的电网自动智能调度架构及关键技术[J]. 电网技术, 2014, 38 (1): 33- 39.
11	王毅, 张宁, 康重庆. 能源互联网中能量枢纽的优化规划与运行研究综述及展望[J]. 中国电机工程学报, 2015, (22): 5669- 5681.
12	刘方泽, 牟龙华, 张涛, 等. 微能源网多能源耦合枢纽的模型搭建与优化[J]. 电力系统自动化, 2018, 42 (14): 97- 104.
13	Parisio A , Del Vecchio C , Vaccaro A . A robust optimization approach to energy hub management[J] International Journal of Electrical Power & Energy Systems, 2012, 42 (1): 98- 104.
14	Wang J H , Shahidehpour M , Li Z . Security-constrained unit commitment with volatile wind power generation[J] IEEE Transactions on Power Systems, 2008, 23 (3): 1319- 1327.
15	Rockafellar R T , Uryasev S . Optimization of conditional value-at-risk[J] Journal of Risk, 2000, 2 (3): 21- 42.

[1]	Xingyuan XU, Haoyong CHEN, Yuxiang HUANG, Xiaobin WU, Yushen WANG, Junhao LIAN, Jianbin ZHANG. Challenges, Strategies and Key Technologies for Virtual Power Plants in Market Trading [J]. Power Generation Technology, 2023, 44(6): 745-757.
[2]	Xiaoqiang JIA, Yongbiao YANG, Jiao DU, Haiqing GAN, Nan YANG. Study on Uncertainty Operation Optimization of Virtual Power Plant Based on Intelligent Prediction Model Under Climate Change [J]. Power Generation Technology, 2023, 44(6): 790-799.
[3]	Zhihua CHEN, Mengkai YOU, Wei CAI, Jingwei HU, Xing HU, Aifang ZHANG, Kejie ZHANG, Wei WANG. Comprehensive Evaluation Model of Energy Storage Power Station With Full Life Cycle [J]. Power Generation Technology, 2023, 44(6): 883-888.
[4]	Yiwen CHEN, Jinbin ZHAO, Junzhou LI, Ling MAO, Keqing QU, Guoqing WEI. Challenges and Prospects of Hydrogen Energy Storage Under the Background of Low-carbon Transformation of Power Industry [J]. Power Generation Technology, 2023, 44(3): 296-304.
[5]	Junjie KANG, Chunyang ZHAO, Guopeng ZHOU, Liang ZHAO. Research on Development Status and Implementation Path of Wind-Solar-Water-Thermal-Energy Storage Multi-Energy Complementary Demonstration Project [J]. Power Generation Technology, 2023, 44(3): 407-416.
[6]	Xuebo GUO, Liangchi FAN, Zhenjing XU, You LI, Jun LIN, Lin CHEN. Research and Application Progress of Phase Change Thermal Energy Storage Materials for Energy Saving and Carbon Reduction [J]. Power Generation Technology, 2023, 44(2): 201-212.
[7]	Zhenzhen YE, Xinqi CHEN, Shuting ZHANG, Jian WANG, Chaojie CUI, Gang ZHANG, Lei ZHANG, Luming QIAN, Ying JIN, Weizhong QIAN. Long Period Operation of Ionic Liquid Based Electrical Double Layer Capacitor at 45 ℃ and 3 V [J]. Power Generation Technology, 2023, 44(2): 213-220.
[8]	Yibo HAO, Xili DU, Xiaozhu LI, Laijun CHEN. Shared Energy Storage Trading Mode of New Energy Station Group Considering Energy Storage Performance Difference [J]. Power Generation Technology, 2022, 43(5): 687-697.
[9]	Qing GU, Rui LI, Xu CAI, Baochang XIE. Topology and Control Method of Battery Energy Storage System for Application at the Scale of Hundreds of Megawatts [J]. Power Generation Technology, 2022, 43(5): 698-706.
[10]	Long HUO, Yubao ZHANG, Xin CHEN. Artificial Intelligence Applications in Distributed Energy Storage Technologies [J]. Power Generation Technology, 2022, 43(5): 707-717.
[11]	Xiaoguang CHEN, Xiuyuan YANG, Zhenlin WANG, Haoyang WANG. Energy Storage Capacity Allocation Scheme of Wind Farm Considering Multi-Objective Optimization Model [J]. Power Generation Technology, 2022, 43(5): 718-730.
[12]	Shaoxin WEI, Ying JIN, Jin WANG, Zhoufei YANG, Chaojie CUI, Weizhong QIAN. Prospect for Development Trend of Battery-Capacitor Technology [J]. Power Generation Technology, 2022, 43(5): 748-759.
[13]	Zehang LI, Hao ZHOU, Haomiao LI, Kangli WANG, Kai JIANG. Liquid Metal Battery Energy Storage Technology for Power System [J]. Power Generation Technology, 2022, 43(5): 760-774.
[14]	Junsheng ZHENG, Xinrong LÜ, Jim P. ZHENG. Performance Analysis and Application of Lithium Ion Capacitors [J]. Power Generation Technology, 2022, 43(5): 775-783.
[15]	Ning WANG, Zhiqiang CHEN, Mingyi LIU, Peng ZHANG, Xi CAO, Zeyu LU, Haodong LEI, Chuanzhao CAO, Xiao YAN, Guopeng ZHOU. Health Status Assessment of Lithium-ion Battery Based on Fuzzy Comprehensive Evaluation [J]. Power Generation Technology, 2022, 43(5): 784-791.