Title :
Costs optimization for unit commitment and economic load dispatch in large scale power systems
Author :
Norhamimi ; Ahmed, Musse Mohamed ; Hassan, Ismail
Author_Institution :
Fac. of Electr. Eng., Kolej Univ. Teknikal Kebangsaan Malaysia, Malaysia
Abstract :
Power generation business profit depends on the power systems operational costs. Finding an optimal solution to the unit commitment (UC) and economic load dispatch (ELD) is one of the smart strategies that being practiced by most of power producers. UC and ELD main problems are to find the minimum total fuel cost and fast computation simulation time scheduling of UC and ELD. Obtaining the best solution to these two problems lead to remarkable saving in the power system operational cost Lagrangian relaxation (LR) is one of the best solution methods to UC and ELD problems. The approach is more efficient and easier than other methods in solving large-scale problems. Lately, the emerging of bundling methods (BM) improves the weakness of LR. Through BM, the LR dual functions are updated at the higher level. With the use of interior point method as an initialization method this paper presents LR and BM based solution technique to UC and ELD problems. It is based on application of the said techniques to thermal units consisting of 45 generators. A comparison has been made with a data taken from Tenaga Nasional Berhad (TNB) and the results found from this system have been compared to that of TNB results.
Keywords :
costing; optimisation; power generation dispatch; power generation economics; Lagrangian relaxation; bundling methods; costs optimization; economic load dispatch; initialization method; interior point method; large scale power systems; power generation business profit; power systems operational costs; unit commitment; Computational efficiency; Computational modeling; Cost function; Fuel economy; Large-scale systems; Power generation dispatch; Power generation economics; Power system economics; Power system simulation; Power systems;
Conference_Titel :
Power and Energy Conference, 2004. PECon 2004. Proceedings. National
Print_ISBN :
0-7803-8724-4
DOI :
10.1109/PECON.2004.1461641