考虑综合需求响应和多能储能装置的综合能源系统优化调度Optimal dispatching of integrated energy system considering integrated demand response and multi-energy storage devices
姚艳,康家乐,汪雅静,江涵,任娇蓉
YAO Yan,KANG Jiale,WANG Yajing,JIANG Han,REN Jiaorong
摘要(Abstract):
综合能源系统是能源互联网的物理载体,可以提升能源利用效率,因此其优化调度受到了各国学者的广泛关注。对综合需求响应和多能储能装置的运行模型进行建模;以综合能源系统总运行成本最小为目标函数,构建考虑综合需求响应和多能储能装置的综合能源系统优化调度模型;运用条件风险价值方法处理可再生能源出力的不确定性。以某电-热-冷综合能源系统为例进行算例分析,结果表明所提模型可以降低综合能源系统运行成本,有效衡量可再生能源出力不确定性带来的运行风险。
As a physical carrier of energy Internet,integrated energy system can improve energy utilization efficiency. Therefore,its optimal dispatching has attracted extensive attention of scholars all over the world. Firstly,the comprehensive demand response and the operation model of multi-energy storage device are modeled;Then,the minimum total operation cost of the integrated energy system is taken as the objective function to construct the optimal dispatching model of the integrated energy system considering the comprehensive demand response and multienergy storage devices;Then,the CVaR(conditional value at risk)is used to deal with the output uncertainty of renewable energy;Finally,an example of an electric-heat-cold integrated energy system is analyzed. The results show that the model proposed in this paper can reduce the operation cost of the integrated energy system and measure the operational risk caused by output uncertainty of renewable energy.
关键词(KeyWords):
综合能源系统;综合需求响应;多能储能装置;优化调度;条件风险价值
integrated energy system;comprehensive demand response;multi-energy storage device;optimize dispatching;CVaR
基金项目(Foundation): 宁波市电力设计院有限公司科技项目(KJCX007)
作者(Author):
姚艳,康家乐,汪雅静,江涵,任娇蓉
YAO Yan,KANG Jiale,WANG Yajing,JIANG Han,REN Jiaorong
参考文献(References):
- [1]陈昌铭,张群,黄亦昕,等.考虑最优建设时序和云储能的园区综合能源系统优化配置方法[J].电力系统自动化,2022,46(2):24-32.
- [2]李卓然,南君培,王超,等.区域电热综合能源系统稳态潮流建模与算法研究[J].能源工程,2021(4):66-70.
- [3]刘洪,陈星屹,李吉峰,等.基于改进CPSO算法的区域电热综合能源系统经济调度[J].电力自动化设备,2017,37(6):193-200.
- [4]李正茂,张峰,梁军,等.含电热联合系统的微电网运行优化[J].中国电机工程学报,2015,35(14):3569-3576.
- [5]吕泉,陈天佑,王海霞,等.含储热的电力系统电热综合调度模型[J].电力自动化设备,2014,34(5):79-85.
- [6]王皓,艾芊,甘霖,等.基于多场景随机规划和MPC的冷热电联合系统协同优化[J].电力系统自动化,2018,42(13):51-58.
- [7]邓佳乐,胡林献,邵世圻,等.电热联合系统多时间尺度滚动调度策略[J].电网技术,2016,40(12):3796-3803.
- [8] SHAO C,DING Y,PIERLUIGI S,et al. A framework for incorporating demand response of smart buildings into the integrated heat and electricity energy system[J].IEEE Transactions on Industrial Electronics,2019,66(2):1465-1475.
- [9]郭尊,李庚银,周明,等.计及综合需求响应的商业园区能量枢纽优化运行[J].电网技术,2018,42(8):2440-2447.
- [10] JIANG Z,AI Q,RAN H. Integrated demand response mechanism for industrial energy system based on multienergy interaction[J]. IEEE Access,2019,7:66336-66346.
- [11] SHAHAB B,ARAS S. From demand response in smart grid toward integrated demand response in smart energy hub[J].IEEE Transactions on Smart Grid,2016,7(2):650-658.
- [12] GUO Z,LI G,ZHOU M,et al. Resilient configuration approach of integrated community energy system considering integrated demand response under uncertainty[J]. IEEE Access,2019,7:87513-87533.
- [13]高滢.记及综合需求响应的电-气互联能源系统协同规划[D].杭州:浙江大学,2019.
- [14]徐航.综合能源系统中的综合需求响应策略研究[D].杭州:浙江大学,2019.
- [15] CHEN C,DENG X,ZHANG Z,et al.Optimal day-ahead scheduling of multiple integrated energy systems considering integrated demand response,cooperative game and virtual energy storage[J].IET Generation,Transmission&Distribution.2021,15(11):1657-1673.
- [16] CHEN C,LIU S,LIN Z,et al.Optimal coordinative operation strategy of the electric-thermal-gas integrated energy system considering CSP plant[J].IET Energy systems integration,2020,2(3):187-195.
- [17] CHEN C,WU X,MA J,et al.Optimal low-carbon scheduling of integrated local energy system considering oxygenenriched combustion plant and generalized energy storages[J].IET Renewable Power Generation,2021,online version. https://doi.org/10.1049/rpg2.12342.
- [18]高强,刘畅,金道杰,等.考虑综合需求响应的园区综合能源系统优化配置[J].高压电器,2021,57(8):159-168.
- [19]赵磊,杨莉.计及复杂场景运行的主动配电网多阶段规划[J].能源工程,2020(4):74-81.
- [20] ROCKAFELLAR R,STANISLAV U.Conditional valueat-risk for general loss distributions[J].Journal of Banking and Finance,2002,26(7):1443-1471.
- [21]王英瑞.基于条件风险价值的电-热-气综合能源系统经济调度[D].北京:华北电力大学,2017.
- 综合能源系统
- 综合需求响应
- 多能储能装置
- 优化调度
- 条件风险价值
integrated energy system - comprehensive demand response
- multi-energy storage device
- optimize dispatching
- CVaR