A Method to Study the Effect of Renewable Resource Variability on Power System Dynamics

被引:53
作者
Chen, Yu Christine [1 ]
Dominguez-Garcia, Alejandro D. [1 ]
机构
[1] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA
基金
加拿大自然科学与工程研究理事会; 美国国家科学基金会;
关键词
Power system dynamic performance assessment; reachability; solar energy; uncertainty; variability; wind energy; REACHABILITY; SENSITIVITY; UNCERTAINTY;
D O I
10.1109/TPWRS.2012.2194168
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a set-theoretic method to assess the effect of variability associated with renewable-based electricity generation on power system dynamics, with a focus on time-scales involving electromechanical phenomena. Performance requirements define a set within which the values of certain system variables, e. g., synchronous generator speeds, system frequency, or bus voltages, must remain at all times. To address this problem, reachability analysis techniques are used; for a given timeframe, if the reach set, i.e., the set that contains all possible system trajectories, is within the set defined by performance requirements, then it may be concluded that variability arising from in renewable-based electricity generation does not have a significant impact on system dynamics. The proposed method is illustrated through several case studies, including the 39-bus New England system model.
引用
收藏
页码:1978 / 1989
页数:12
相关论文
共 33 条
[21]   Ellipsoidal techniques for reachability analysis of discrete-time linear systems [J].
Kurzhanskiy, Alex A. ;
Varaiya, Pravin .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 52 (01) :26-38
[22]  
Kvasnica M, 2004, LECT NOTES COMPUT SC, V2993, P448
[23]  
Milano F, 2010, POWER SYST, P1, DOI 10.1007/978-3-642-13669-6
[24]  
Pulgar-Painemal H., 2010, Wind farm model for power system stability analysis
[25]   Towards a wind farm reduced-order model [J].
Pulgar-Painemal, Hector A. ;
Sauer, Peter W. .
ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (08) :1688-1695
[26]   Reduced-order model of Type-C wind turbine generators [J].
Pulgar-Painemal, Hector A. ;
Sauer, Peter W. .
ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (04) :840-845
[27]   Applications of ellipsoidal approximations to polyhedral sets in power system optimization [J].
Saric, Andrija T. ;
Stankovic, Aleksandar M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :956-965
[28]   An application of interval analysis and optimization to electric energy markets [J].
Saric, AT ;
Stankovic, AM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) :515-523
[29]   Model uncertainty in security assessment of power systems [J].
Saric, AT ;
Stankovic, AM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (03) :1398-1407
[30]  
Sauer P.W., 1998, Power system dynamics and stability