Title :
Economic load dispatch of thermal power plants using evolution technique including transmission losses
Author :
Visali, N. ; Reddy, M. Sudhakara ; Reddy, Mule Sai Krishna
Author_Institution :
Dept. of Electr. & Electron. Eng., JNTUACEP, Pulivendula, India
Abstract :
In present days with increasing in load demand and with large interconnection of various networks it is essential to operate generating stations optimally within its constraints. Otherwise the price for the cost of generation increases. So it is very much essential to reduce the cost of generation. The cost of generation mainly includes running cost of generation ie., fuel cost with respect to thermal & nuclear power stations. Also the major economic factor in power system planning, operation and control is with the cost of generating real power. In this paper, the main objective is to minimize the cost of real power generation by optimal allocation of generating units to load demand subjected to equality and inequality constraints. The optimum generation scheduling plays an extremely important role in optimal operation of power system. To obtain economic scheduling, a method is proposed based on lambda iterative approach using Differential Evolution programming. The Economic Dispatch (ED) is to minimize the operating fuel cost while satisfying the load demand and operational constraints. The analysis is carried out with inclusion of transmission losses and the results are presented. The proposed method is tested with two sample systems by considering various load demands. The numerical results have shown the performance and applicability of the proposed method. Also the results obtained by the proposed method are compared with the existing methods.
Keywords :
cost reduction; evolutionary computation; iterative methods; losses; power generation dispatch; power generation economics; power generation scheduling; thermal power stations; ED; differential evolution programming; economic load dispatch; economic scheduling; equality constraints; evolution technique; fuel cost; generating stations operation; generation cost reduction; inequality constraints; lambda iterative approach; load demand; networks interconnection; nuclear power stations; operational constraints; optimal allocation; optimum generation scheduling; power generation; power system control; power system operation; power system optimal operation; power system planning; thermal power plants; transmission losses; Economics; Equations; Generators; Mathematical model; Optimal scheduling; Power generation; Propagation losses; DE-Differential Evolution; ED-economic dispatch; EDC-economic dispatch computation; PD-load demand; PG-real power generations; PL-transmission loss; c-cost of real power generations;
Conference_Titel :
Advances in Electrical Engineering (ICAEE), 2014 International Conference on
Conference_Location :
Vellore
DOI :
10.1109/ICAEE.2014.6838514