Scheduling heat and power microgrids with storage systems, photovoltaic, wind, geothermal power units and solar heaters

被引:39
作者
Jordehi, A. Rezaee [1 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Rasht Branch, Rasht, Iran
来源
JOURNAL OF ENERGY STORAGE | 2021年 / 41卷
关键词
Microgrids; Energy storage; CHP microgrids; Electric vehicles; Energy management system; Unit commitment; CHP (COMBINED HEAT; ECONOMIC-DISPATCH; ENERGY MANAGEMENT; OPTIMIZATION;
D O I
10.1016/j.est.2021.102996
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
Combined heat and power (CHP) microgrids (MGs) are a set of CHP units, boilers, power-only distributed generation (DG) units and storage systems that simultaneously supply heat and power demand. In this research, the objective is to provide a comprehensive mixed integer linear programming (MILP) model for unit commitment (UC) in CHP MGs including fossil-fueled power-only DGs, boilers, CHP units, photovoltaic, wind and geothermal power units, solar heater, battery charging station (BCS), adjustable thermal loads, battery energy storage (BES) and thermal energy storage (TES) units. In the proposed model, all operational constraints of CHP units, boilers and power-only units such as minimum up/down time and start-up/shut-down ramp rate limits are considered and the commitment history of generation units prior to operation horizon is considered. In the proposed model, type II CHPs with non-convex feasible operating region (FOR) are used and their non-convex FOR is transformed into two convex FORs. The proposed model is solved with CPLEX solver in general algebraic modeling system (GAMS) which guarantees the achievement of the global optimum. The model is solved for different scenarios wherein the effect of BCS, effect of storage systems as well as the effect of adjustability of loads on MG operation is investigated. According to the results, BES and TES respectively decrease MG operation cost by 7.4% and 1.82%.and BCS adds 20.19% to the MG operation cost. The results also show that with replacement of adjustable thermal loads with evenly distributed loads, MG operation cost increases by 0.6%.
引用
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页数:19
相关论文
共 45 条
[1]   Multi-objective self-scheduling of CHP (combined heat and power)-based microgrids considering demand response programs and ESSs (energy storage systems) [J].
Aghaei, Jamshid ;
Alizadeh, Mohammad-Iman .
ENERGY, 2013, 55 :1044-1054
[2]   A multi-follower bilevel stochastic programming approach for energy management of combined heat and power micro-grids [J].
Alipour, Manijeh ;
Zare, Kazem ;
Seyedi, Heresh .
ENERGY, 2018, 149 :135-146
[3]   Stochastic Scheduling of Renewable and CHP-Based Microgrids [J].
Alipour, Manijeh ;
Mohammadi-Ivatloo, Behnam ;
Zare, Kazem .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2015, 11 (05) :1049-1058
[4]   Optimal response of a thermal unit to an electricity spot market [J].
Arroyo, JM ;
Conejo, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1098-1104
[5]   Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies [J].
Chen, Hao ;
Heidari, Ali Asghar ;
Chen, Huiling ;
Wang, Mingjing ;
Pan, Zhifang ;
Gandomi, Amir H. .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 111 (111) :175-198
[6]   Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection [J].
Hu, Jiao ;
Chen, Huiling ;
Heidari, Ali Asghar ;
Wang, Mingjing ;
Zhang, Xiaoqin ;
Chen, Ying ;
Pan, Zhifang .
KNOWLEDGE-BASED SYSTEMS, 2021, 213
[7]  
Javadi M.S., 2020, EVOLUTIONARY COMPUTA, P299
[8]   Optimal Operation of Energy Hubs Considering Uncertainties and Different Time Resolutions [J].
Javadi, Mohammad Sadegh ;
Lotfi, Mohamed ;
Nezhad, Ali Esmaeel ;
Anvari-Moghaddam, Amjad ;
Guerrero, Josep M. ;
Catalao, Joao P. S. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2020, 56 (05) :5543-5552
[9]  
Javadi MS, 2017, 2017 1ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2017 17TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE)
[10]  
Javadi MS, 2017, IEEE IND ELEC, P410, DOI 10.1109/IECON.2017.8216073