Two-stage stochastic approach for spinning reserve allocation in dynamic economic dispatch

被引:0
作者
杨明 [1 ]
张利 [1 ]
韩学山 [1 ]
程凤璐 [1 ]
机构
[1] Key Laboratory of Power System Intelligent Dispatch and Control of Ministry of Education (Shandong University)
基金
中国国家自然科学基金;
关键词
power system; dynamic economic dispatch; spinning reserve; response risk; two-stage stochastic programming; Benders; decomposition;
D O I
暂无
中图分类号
TP301.6 [算法理论];
学科分类号
081202 ;
摘要
A novel approach was proposed to allocate spinning reserve for dynamic economic dispatch.The proposed approach set up a two-stage stochastic programming model to allocate reserve.The model was solved using a decomposed algorithm based on Benders’ decomposition.The model and the algorithm were applied to a simple 3-node system and an actual 445-node system for verification,respectively.Test results show that the model can save 84.5 US $ cost for the testing three-node system,and the algorithm can solve the model for 445-node system within 5 min.The test results also illustrate that the proposed approach is efficient and suitable for large system calculation.
引用
收藏
页码:577 / 586
页数:10
相关论文
共 50 条
[41]   Design of distributed energy systems under uncertainty: A two-stage stochastic programming approach [J].
Mavromatidis, Georgios ;
Orehounig, Kristina ;
Carmeliet, Jan .
APPLIED ENERGY, 2018, 222 :932-950
[42]   A TWO-STAGE STOCHASTIC PROGRAM WITH ELLIPTIC PDE CONSTRAINTS [J].
Cajanek, Michal ;
Popela, Pavel .
16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, 2010, :447-452
[43]   Multiplier Stabilization Applied to Two-Stage Stochastic Programs [J].
Lage, Clara ;
Sagastizabal, Claudia ;
Solodov, Mikhail .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2019, 183 (01) :158-178
[44]   Multiplier Stabilization Applied to Two-Stage Stochastic Programs [J].
Clara Lage ;
Claudia Sagastizábal ;
Mikhail Solodov .
Journal of Optimization Theory and Applications, 2019, 183 :158-178
[45]   Configuring, two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems [J].
Zaman, Forhad ;
Elsayed, Saber M. ;
Ray, Tapabrata ;
Sarker, Ruhul A. .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2016, 53 :105-125
[46]   A two-stage stochastic nonlinear integer-programming model for slot allocation of a liner container shipping service [J].
Wang, Tingsong ;
Meng, Qiang ;
Wang, Shuaian ;
Qu, Xiaobo .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2021, 150 :143-160
[47]   Coupling Two-Stage Stochastic Robust Programming with Improved Export Coefficient for Water Allocation among Industrial Sectors [J].
Zhao, Hang ;
Tan, Qian ;
Zhang, Shan ;
Zhang, Tong ;
Zhang, Tianyuan ;
Hu, Kejia .
WATER, 2022, 14 (12)
[49]   A two-stage stochastic programming approach for reserving and allocating of emission trading permits under uncertainties [J].
Zhao, Shuqin ;
Liu, Linzhong ;
Zhao, Ping ;
Wang, Xiaorong ;
Zhang, Chunsheng ;
Wang, Shijuan .
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2023, 45 (04) :11224-11241
[50]   A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management [J].
Kim, Kibaek ;
Mehrotra, Sanjay .
OPERATIONS RESEARCH, 2015, 63 (06) :1431-1451