Commenced in January 2007
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Edition: International
Paper Count: 1

Sigmoid decreasing Inertia Weight Related Publications

1 Hybrid Optimization of Emission and Economic Dispatch by the Sigmoid Decreasing Inertia Weight Particle Swarm Optimization

Authors: Adi Soeprijanto, Takashi Hiyama, Joko Pitono

Abstract:

This paper present an efficient and reliable technique of optimization which combined fuel cost economic optimization and emission dispatch using the Sigmoid Decreasing Inertia Weight Particle Swarm Optimization algorithm (PSO) to reduce the cost of fuel and pollutants resulting from fuel combustion by keeping the output of generators, bus voltages, shunt capacitors and transformer tap settings within the security boundary. The performance of the proposed algorithm has been demonstrated on IEEE 30-bus system with six generating units. The results clearly show that the proposed algorithm gives better and faster speed convergence then linearly decreasing inertia weight.

Keywords: Particle Swarm Optimization, optimal power flow, Combined Economic Emission Dispatch, Sigmoid decreasing Inertia Weight

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