Title :
Modified invasive weed optimization with dual mutation technique for dynamic economic dispatch
Author :
Sharma, R. ; Nayak, Niranjan ; Krishnanand, K.R. ; Rout, P.K.
Author_Institution :
Dept. of ICE, Siksha `O´´ Anusandhan Univ., Bhubaneswar, India
Abstract :
Dynamic economic dispatch (DED) is one of the main functions of power system operation and control. It determines the optimal operation of units with predicted load demands over a certain period of time with an objective to minimize total production cost while the system is operating within its ramp rate limits. This paper presents DED based on Invasive Weed Optimization (IWO) technique for the determination of the global or near global optimum dispatch solution. In the present case, load balance constraints, operating limits, valve-point loading, ramp constraints, and network losses using loss coefficients are incorporated. Numerical results for a sample test system (10-unit) have been presented to demonstrate the performance and applicability of the proposed method.
Keywords :
load dispatching; optimisation; power system control; power system economics; DED; dual mutation technique; dynamic economic dispatch; global optimum dispatch solution; load balance constraint; load demand prediction; modified IWO technique; modified invasive weed optimization technique; network loss coefficient; operating limit; power system control; power system operation; ramp constraint; ramp rate limit; sample test system; valve-point loading; Gaussian distribution; Generators; Optimization; Power generation; Production; Schedules; Vectors; dynamic economic dispatch; invasive weed optimization algorithm; non-smooth cost function; valve-point effect;
Conference_Titel :
Energy, Automation, and Signal (ICEAS), 2011 International Conference on
Conference_Location :
Bhubaneswar, Odisha
Print_ISBN :
978-1-4673-0137-4
DOI :
10.1109/ICEAS.2011.6147185