Robust optimisation framework for SCED problem in mixed AC-HVDC power systems with wind uncertainty

被引:11
作者
Dehghani Filabadi, Milad [1 ]
Pirooz Azad, Sahar [2 ]
机构
[1] Univ Waterloo, Dept Management Sci, Waterloo, ON, Canada
[2] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON, Canada
关键词
power system security; optimisation; power generation dispatch; HVDC power convertors; wind power plants; power generation economics; HVDC power transmission; power grids; renewable energy sources; power generation scheduling; power transmission economics; RO model; actual wind power; wind power admissibility; mixed AC-HVDC power systems; uncertain wind power generation; wind power uncertainties; high voltage direct current transmission lines; controllable power transfer capability; HVDC transmission lines; mixed AC-HVDC multiarea power systems; conventional alternating current networks; modified robust optimisation model; security-constrained economic dispatch problem; modified uncertainty set; renewable energy resources; CONSTRAINED UNIT COMMITMENT;
D O I
10.1049/iet-rpg.2019.1127
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind power uncertainties have made the large integration of wind power generating units in the power system highly challenging. One promising solution to overcome the challenges associated with the intermittency of the renewable energy resources (RESs) is to connect areas with diverse renewable energy portfolios via high voltage direct current (HVDC) transmission lines with controllable power transfer capability. The installation of HVDC transmission lines in the power system has resulted in the evolution of conventional alternating current (AC) networks to mixed AC-HVDC power systems. In this study, to address wind power uncertainties in mixed AC-HVDC multi-area power systems, a modified robust optimisation (RO) model for the security-constrained economic dispatch (SCED) problem is proposed. The proposed RO model is used to minimise the generation cost and wind power curtailment under the worst-case scenario of actual wind power. Unlike the existing RO models, the proposed RO model considers a modified uncertainty set based on the wind power admissibility and addresses the budget of uncertainty more accurately to adjust the solution's level of conservatism. Extensive numerical studies demonstrate the economic and operational advantages of the proposed RO model for solving the SCED problem in mixed AC-HVDC power systems with high penetration of RESs.
引用
收藏
页码:2563 / 2572
页数:10
相关论文
共 40 条
[1]   Multi-Area Energy and Reserve Dispatch Under Wind Uncertainty and Equipment Failures [J].
Ahmadi-Khatir, Ali ;
Conejo, Antonio J. ;
Cherkaoui, Rachid .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) :4373-4383
[2]  
[Anonymous], 2015, DET INV SPEC TEST PR
[3]  
[Anonymous], 2018, J DIABETES RES, DOI DOI 10.1016/j.patrec.2018.02.001
[4]  
[Anonymous], 1994, POWER SYSTEM STABILI
[5]  
[Anonymous], 2008, TECH REP
[6]   Robust convex optimization [J].
Ben-Tal, A ;
Nemirovski, A .
MATHEMATICS OF OPERATIONS RESEARCH, 1998, 23 (04) :769-805
[7]   A robust optimization approach to inventory theory [J].
Bertsimas, D ;
Thiele, A .
OPERATIONS RESEARCH, 2006, 54 (01) :150-168
[8]   The price of robustness [J].
Bertsimas, D ;
Sim, M .
OPERATIONS RESEARCH, 2004, 52 (01) :35-53
[9]   Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem [J].
Bertsimas, Dimitris ;
Litvinov, Eugene ;
Sun, Xu Andy ;
Zhao, Jinye ;
Zheng, Tongxin .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) :52-63
[10]  
Carvalho PN, 2018, ANAL METHODS-UK, V10, P3791, DOI [10.1039/C8AY00393A, 10.1039/c8ay00393a]