An economy and reliability co-optimization planning method of adiabatic compressed air energy storage for urban integrated energy system

被引:31
作者
Yin, Binxin [1 ]
Li, Yaowang [1 ,2 ]
Miao, Shihong [1 ]
Lin, Yujun [1 ]
Zhao, Haipeng [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, State Key Lab Adv Electromagnet Engn & Technol, Hubei Elect Power Secur & High Efficiency Key Lab, Wuhan 430074, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Urban integrated energy system (UIES); Adiabatic compressed air energy storage (A-CAES); Optimal planning; Economic analysis; Reliability assessment; THERMAL POWER-PLANTS; CAES SYSTEM; HEAT; MODEL; IMPACT; WIND;
D O I
10.1016/j.est.2021.102691
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The improving energy supply reliability requirements pose significant challenges to the energy storage planning in the urban integrated energy system (UIES). Traditional energy storage planning methods usually only take the economy optimization as the objective. These methods have difficulty meeting the requirement of reliability. The co-optimization of economy and reliability has been regarded as a new target. However, this new target is difficult to be achieved because of the complexity of energy storage resources in UIES and the nonlinearity of mathematical formulation to express the reliability. Therefore, how to achieve the maximum comprehensive improvement of economy and reliability within the limited scope of planning resources is a key issue that needs to be resolved. Adiabatic compressed air energy storage (A-CAES) has the capability of combined cooling, heating and power supply. The incorporation of A-CAES in UIES can improve the system economy and reliability effectively. To this end, a reasonable bi-level optimal planning method for A-CAES combined with heat/cold energy storage is proposed considering the economy and reliability co-optimization. Firstly, the mathematical formulations of economy and reliability objectives are presented separately. To unify the two planning objects, the reliability object is transformed from the minimum outage capacity into the minimum outage penalty cost, which is regarded as the reliability cost. The reliability cost and economy cost are integrated as the objective function of the planning level. Then, based on the rated power and capacity of A-CAES obtained from the planning level, the optimal scheduling model of UIES is established for evaluating the annual system operation cost and reliability cost. Finally, a UIES containing an A-CAES is used for simulation analysis. The simulation results show that the proposed model can achieve the comprehensive optimization of economy and reliability.
引用
收藏
页数:14
相关论文
共 59 条
[1]   Unit commitment considering dual-mode combined heat and power generating units using integrated optimization technique [J].
Anand, Himanshu ;
Narang, Nitin ;
Dhillon, J. S. .
ENERGY CONVERSION AND MANAGEMENT, 2018, 171 :984-1001
[2]  
[Anonymous], SOHU NEWS
[3]   Preliminary investigation on the feasibility of a clean CAES system coupled with wind and solar energy in China [J].
Chen, Jie ;
Liu, Wei ;
Jiang, Deyi ;
Zhang, Junwei ;
Ren, Song ;
Li, Lin ;
Li, Xiaokang ;
Shi, Xilin .
ENERGY, 2017, 127 :462-478
[4]  
[丁逸行 Ding Yixing], 2019, [电网技术, Power System Technology], V43, P1179
[5]  
Du KL., 2016, SEARCH OPTIMIZATION, P153, DOI [DOI 10.1007/978-3-319-41192-7, 10.1007/978-3-319-41192-7_9, DOI 10.1007/978-3-319-41192-7_9]
[6]  
Du Lin, 2017, Electric Power Automation Equipment, V37, P110, DOI 10.16081/j.issn.1006-6047.2017.06.015
[7]   Battery cost modeling: A review and directions for future research [J].
Duffner, F. ;
Wentker, M. ;
Greenwood, M. ;
Leker, J. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2020, 127
[8]  
Flueckiger S.M, 2013, ASME 2013 7 INT C EN
[9]   Impacts of compressed air energy storage plant on an electricity market with a large renewable energy portfolio [J].
Foley, A. ;
Lobera, I. Diaz .
ENERGY, 2013, 57 :85-94
[10]   Estimating the failure probability in an integrated energy system considering correlations among failure patterns [J].
Fu, Xueqian ;
Zhang, Xiurong ;
Qiao, Zheng ;
Li, Gengyin .
ENERGY, 2019, 178 :656-666