Wind Power Accommodation Method for Regional Integrated Heat-Power System Considering Generation and Load Uncertainties

被引:3
作者
Yang, Dongmei [1 ]
Yang, Zhihong [1 ]
He, Guoxin [1 ]
Geng, Jian [1 ]
Ligao, Junjie [2 ]
机构
[1] NARI Technol Co Ltd, Nanjing 211106, Peoples R China
[2] Wuhan Univ, Sch Elect & Automat, Wuhan 430072, Peoples R China
关键词
Wind power generation; Heat pumps; Cogeneration; Resistance heating; Heating systems; Boilers; Uncertainty; Power determined by heat; ground source heat pump; wind power accommodation; robust optimization; uncertainty; DISTRIBUTION NETWORKS; DISPATCH; ELECTRICITY; OPERATION;
D O I
10.1109/ACCESS.2021.3098704
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the anti-peak shaving characteristics of wind power under the operation mode of "power determined by heat", a large number of wind power is abandoned at night. In order to solve the problem, this paper proposes a method of coordinated operation of ground source heat pump (GSHP) and combined heat and power (CHP) units. Through indirectly reducing the generation power of CHP units, the accommodation space of wind power in power grid is improved. A two-stage robust optimal scheduling model of regional integrated heat-power system (RIHPS) considering the uncertainty of wind power generation and power load is established. And a distributed solution method based on Alternating Direction Method of Multipliers (ADMM) method and column-and-constraint generation (C&CG) algorithm is designed. Then, the Locational marginal pricing strategy with the goal of guiding users to participate in wind power accommodation is analyzed. The numerical simulation results show that the wind power accommodation capacity of the integrated system under the operation mode of "power determined by heat" can be improved through installing GSHP at CHP units and using price signal guidance.
引用
收藏
页码:102700 / 102714
页数:15
相关论文
共 49 条
[1]  
[Anonymous], 2020, Emissions Gap Report 2020
[2]  
[Anonymous], 2021, YALMIP
[3]  
[Anonymous], 2021, PJM HOME
[4]  
[Anonymous], 2019, Emissions Gap Report 2019 [Internet]
[5]  
[Anonymous], CPLEX OPT
[6]  
[Anonymous], WIND POWER DENMARK
[7]  
[Anonymous], 2016, ENERGY DEP REPORTS
[8]  
Arcuri N., 2018, P IEEE INT C ENV EL P IEEE INT C ENV EL, P1
[9]   Life-Cycle Assessment of an Innovative Ground-Source Heat Pump System with Upstream Thermal Storage [J].
Bonamente, Emanuele ;
Aquino, Andrea .
ENERGIES, 2017, 10 (11)
[10]   Distributed optimization and statistical learning via the alternating direction method of multipliers [J].
Boyd S. ;
Parikh N. ;
Chu E. ;
Peleato B. ;
Eckstein J. .
Foundations and Trends in Machine Learning, 2010, 3 (01) :1-122