A stochastic model for the unit commitment problem - Response

被引:345
作者
Takriti, S
Birge, JR
Long, E
机构
[1] University of Michigan, Department of Industrial and Operations Engineering, Ann Arbor
基金
美国国家科学基金会;
关键词
Dynamic programming; Lagrangian relaxation; Stochastic programming; Unit commitment problem;
D O I
10.1109/59.535691
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
We develop a model and a solution technique for the problem of generating electric power when demands are not certain. We also provide techniques for improving the current methods used in solving the traditional unit commitment problem. The solution strategy can be run in parallel due to the separable nature of the relaxation used. Numerical results indicate significant savings in the cost of operating power generating systems "when the stochastic model is used instead of the deterministic model. © 1995 IEEE.
引用
收藏
页码:1507 / 1508
页数:2
相关论文
共 12 条
[1]   OPTIMAL LONG-TERM UNIT COMMITMENT IN LARGE-SCALE SYSTEMS INCLUDING FUEL CONSTRAINED THERMAL AND PUMPED-STORAGE HYDRO [J].
AOKI, K ;
ITOH, M ;
SATOH, T ;
NARA, K ;
KANEZASHI, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1989, 4 (03) :1065-1073
[2]   OPTIMAL SHORT-TERM SCHEDULING OF LARGE-SCALE POWER-SYSTEMS [J].
BERTSEKAS, DP ;
LAUER, GS ;
SANDELL, NR ;
POSBERGH, TA .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1983, 28 (01) :1-11
[3]  
BERTSEKAS DP, 1982, CONSTRAINED OPTIMIZA, P368
[4]  
*E CENTR AR REL GR, 1981, 1 E CENTR AR REL GRO
[5]  
LE KD, 1991, IEEE T POWER SYSTEMS, V5, P213
[6]   A NEW METHOD FOR UNIT COMMITMENT AT ELECTRICITE DE FRANCE [J].
MERLIN, A ;
SANDRIN, P .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (05) :1218-1225
[7]   APPLICATION OF LAGRANGIAN RELAXATION TO SCHEDULING IN POWER-GENERATION SYSTEMS [J].
MUCKSTADT, JA ;
KOENIG, SA .
OPERATIONS RESEARCH, 1977, 25 (03) :387-403
[8]  
POLJAK BT, 1967, SOV MATH DOKL, V8, P593
[9]   SCENARIOS AND POLICY AGGREGATION IN OPTIMIZATION UNDER UNCERTAINTY [J].
ROCKAFELLAR, RT ;
WETS, RJB .
MATHEMATICS OF OPERATIONS RESEARCH, 1991, 16 (01) :119-147
[10]   A NEW APPROACH FOR SOLVING EXTENDED UNIT COMMITMENT PROBLEM [J].
RUZIC, S ;
RAJAKOVIC, N .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1991, 6 (01) :269-277