Reliability modeling of demand response considering uncertainty of customer behavior

被引:65
作者
Kwag, Hyung-Geun [1 ]
Kim, Jin-O [1 ]
机构
[1] Hanyang Univ, Dept Elect Engn, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Power market; Demand response; Demand resource; Reliability; Transition rate; Unavailability; RESTRUCTURED POWER-SYSTEMS; PRICES;
D O I
10.1016/j.apenergy.2014.01.068
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
Demand response (DR) has been considered as a generation alternative to improve the reliability indices of the system and load point. However, when the demand resources scheduled in the DR market fail to result in demand reductions, it can potentially bring new problems associated with maintaining a reliable supply. In this paper, a reliability model of the demand resource is constructed considering customers' behaviors in the same form as conventional generation units, where the availability and unavailability are associated with the simple two-state model. The reliability model is generalized by a multi-state model. In the integrated power market with DR, market players provide the demand reduction and generation, which are represented by an equivalent multi-state demand response and generation, respectively. The reliability indices of the system and load point are evaluated using the optimal power flow by minimizing the summation of load curtailments with various constraints. (c) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:24 / 33
页数:10
相关论文
共 23 条
[1]   A summary of demand response in electricity markets [J].
Albadi, M. H. ;
El-Saadany, E. F. .
ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (11) :1989-1996
[2]  
[Anonymous], 2007, LBNL62761
[3]  
Billington R., 1992, RELIABILITY EVALUATI
[4]  
Billington Roy., 1996, Reliability evaluation of power systems
[5]   A RELIABILITY TEST SYSTEM FOR EDUCATIONAL PURPOSES - BASIC DATA [J].
BILLINTON, R ;
KUMAR, S ;
CHOWDHURY, N ;
CHU, K ;
DEBNATH, K ;
GOEL, L ;
KHAN, E ;
KOS, P ;
NOURBAKHSH, G ;
OTENGADJEI, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1989, 4 (03) :1238-1244
[6]   A SECURITY BASED APPROACH TO COMPOSITE POWER-SYSTEM RELIABILITY EVALUATION [J].
BILLINTON, R ;
KHAN, E ;
ENDRENYI, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (01) :65-72
[7]   Reliability and price risk assessment of a restructured power system with hybrid market structure [J].
Ding, Y ;
Wang, P .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) :108-116
[8]   Combining local and optimised power flow remedial measures in bulk reliability assessment [J].
Dornellas, C ;
Schilling, M ;
Melo, A ;
Souza, JCS ;
Do Coutto, MB .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2003, 150 (05) :629-634
[9]   Nodal price volatility reduction and reliability enhancement of restructured power systems considering demand-price elasticity [J].
Goel, L. ;
Wu, Qiuwei ;
Wang, Peng .
ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (10) :1655-1663
[10]   Assessing demand response and smart metering impacts on long-term electricity market prices and system reliability [J].
Joung, Manho ;
Kim, Jinho .
APPLIED ENERGY, 2013, 101 :441-448