DocumentCode :
135037
Title :
Short-term hydrothermal scheduling using particle swarm optimization with constriction Factor and Inertia Weight Approach
Author :
Dasgupta, Kankar ; Banerjee, Sean
Author_Institution :
Electr. Eng. Dept., Santiniketan Inst. of Polytech., Bolpur, India
fYear :
2014
fDate :
1-2 Feb. 2014
Firstpage :
1
Lastpage :
6
Abstract :
The paper presents Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach which is applied to determine the optimal hourly schedule of power generation in a hydrothermal power system. The objective of the hydrothermal scheduling problem is to find out the discharge of hydro plants and power generation of thermal plants to minimize the total fuel cost at a schedule horizon while satisfying various constraints. In the present work, the effects of valve point loading in the fuel cost function of the thermal plants are also considered. The developed algorithm is illustrated for a test system consisting of four hydro plants and three thermal plants. It is found that proposed particle swarm optimization with constriction factor and inertia weight factor approach (PSOCFIWA) appears to be the powerful to minimize fuel cost.
Keywords :
hydrothermal power systems; particle swarm optimisation; power generation scheduling; PSOCFIWA; constriction factor; fuel cost function; hydro plants; hydrothermal power system; inertia weight approach; particle swarm optimization; power generation scheduling; schedule horizon; short-term hydrothermal scheduling; thermal plants; valve point loading; Fuels; Optimal scheduling; Particle swarm optimization; Power generation; Power systems; Reservoirs; Cascaded reservoirs; Hydrothermal scheduling; particle swarm optimization with constriction factor and inertia weight approach; valve point effect;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation, Control, Energy and Systems (ACES), 2014 First International Conference on
Conference_Location :
Hooghy
Print_ISBN :
978-1-4799-3893-3
Type :
conf
DOI :
10.1109/ACES.2014.6808021
Filename :
6808021
Link To Document :
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