OPTIMAL ECONOMIC DISPATCH OF THERMAL POWER GENERATION CONSIDERING LOSSES USING PARTICLE SWARM OPTIMIZATION (PSO)

To set the daily schedule for thermal units under rising industrial loads in Vietnam, we calculate the economic dispatch (ED) on a 26-bus grid using a modified version of Particle Swarm Optimization (PSO). Active power losses are calculated from the B-coefficients of Kron. Instead of scattering initial particles at random across the operating limits, we only modify the starting equation to weight each position by the fuel cost of that unit at half capacity. Early iterations are reduced because the swarm starts near cheaper units. On the 26-bus test grid, we reduce the total fuel cost to $15,689.411per hour, which is lower than the costs from random PSO and from the method of Lagrange multipliers. Transmission losses across the network are cut to 26.091 MW.

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Publication Details

Journal
Tạp chí Khoa học Đại học Công Thương.
Published
2026-10-28
DOI
https://doi.org/10.62985/j.huit_ojs.vol26.no5.698
Primary Topic
Electric Power System Optimization
Type
article
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article

OPTIMAL ECONOMIC DISPATCH OF THERMAL POWER GENERATION CONSIDERING LOSSES USING PARTICLE SWARM OPTIMIZATION (PSO)

Van Hoang Huy, Nguyen Ngoc Phuc Diem
Tạp chí Khoa học Đại học Công Thương.
Electric Power System Optimization
article

OPTIMAL ECONOMIC DISPATCH OF THERMAL POWER GENERATION CONSIDERING LOSSES USING PARTICLE SWARM OPTIMIZATION (PSO)

Van Hoang Huy, Nguyen Ngoc Phuc Diem
article en

Abstract

To set the daily schedule for thermal units under rising industrial loads in Vietnam, we calculate the economic dispatch (ED) on a 26-bus grid using a modified version of Particle Swarm Optimization (PSO). Active power losses are calculated from the B-coefficients of Kron. Instead of scattering initial particles at random across the operating limits, we only modify the starting equation to weight each position by the fuel cost of that unit at half capacity. Early iterations are reduced because the swarm starts near cheaper units. On the 26-bus test grid, we reduce the total fuel cost to $15,689.411per hour, which is lower than the costs from random PSO and from the method of Lagrange multipliers. Transmission losses across the network are cut to 26.091 MW.

Tạp chí Khoa học Đại học Công Thương.Vol. 26(5)
Vietnam National University Ho Chi Minh City (VN), Ho Chi Minh City University of Technology (VN)
Affordable and clean energy, Industry, innovation and infrastructure
Openalex Percentile: Top 24%
Electric Power System Optimization
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