STOCHASTIC HEAT-STORAGE PROBLEM - SOLVED BY THE PROGRESSIVE HEDGING ALGORITHM

被引:9
作者
PALSSON, OP
RAVN, HF
机构
[1] Department of Mechanical Engineering, University of Iceland, Reykjavik, Hjardarhaga 2-4
[2] Institute of Mathematical Modelling, Technical University of Denmark, DK 2800 Lyngby
关键词
HEAT STORAGE; COMBINED HEAT AND POWER; STOCHASTIC OPTIMIZATION; SCENARIO ANALYSIS; PROGRESSIVE; HEDGING; ALGORITHM;
D O I
10.1016/0196-8904(94)90019-1
中图分类号
O414.1 [热力学];
学科分类号
摘要
In the present study, a problem concerning operation of a heat storage tank in connection with a combined heat and power (CHP) plant is considered. The heat storage is used to supply the district heating system when the CHP plant is producing electric power alone and also to redistribute optimally over time the required heat production. Stochasticity is assumed attached to the future power production, and it is assumed that accurate predictions of the future heat consumption are available. A receding horizon idea is used. The problem is solved by the Progressive Hedging Algorithm (PHA), a recently developed method to deal with multi-period optimization problems under uncertainty. The application of the method is explained in detail.
引用
收藏
页码:1157 / 1171
页数:15
相关论文
共 10 条
[1]  
Horlock, Cogeneration—Combined Heat and Power (CHP), (1987)
[2]  
Lorentzen, Distr. Heat.—FWI, 22, (1993)
[3]  
Mosbech, Operation of energy storage systems, Ph.D. thesis, (1982)
[4]  
Nielsen, Operational optimization of combined heat and power plant with heat storage (in Danish: Driftoptimering for kraftvarmevaerk med akkumulatortank), Master's thesis, (1991)
[5]  
Ravn, Appl. Math. Computation, 24, (1987)
[6]  
Ravn, Rygaard, Optimal scheduling of coproduction with a storage, Technical report, (1992)
[7]  
Rockafellar, Wets, Mathematics of Operations Research, 16, (1991)
[8]  
Sejling, Modelling and prediction of load in district heating systems, Ph.D. thesis, (1993)
[9]  
Helgason, Wallace, Ann. Ops Res., 31, (1991)
[10]  
Palsson, Ravn, Scenario analysis and the Progressive Hedging Algorithm—simple numerical examples, Technical report, (1993)