Implementation of Multi-objective Particle Swarm Optimization in Distribution Network for High-efficiency Allocation and Sizing of SAPFs

Yang, Zebin; Zhuo, Fang; Tao, Ran; Zhang, Ziqian; Hao, Yi; Wang, Meng; Zhu, Chi

doi:10.1109/icems.2019.8922399

Cited by 8 publications

(3 citation statements)

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“…The largest group of articles in the field of APF distribution optimization concerns the use of the PSO (particle swarm optimization) algorithm [116,[143][144][145][146][147]. This algorithm was developed on the basis of herd behavior (e.g., birds, fish).…”

Section: Metaheuristic Methodsmentioning

confidence: 99%

“…Therefore, this is not a typical approach to the placement of APF devices in a power supply system, as these systems typically do not have the possibility of global control over the generated reference currents. In the last article by this group [147], the authors proposed a modification of the PSO algorithm that takes into account many objective functions, called MOPSO (multi objective particle swarm optimization). They also presented exemplary optimization results for an IEEE 18-node system, using both the PSO and MOPSO algorithms.…”

Section: Metaheuristic Methodsmentioning

confidence: 99%

“…The loads, being the source of higher harmonics, are connected to nodes with a voltage of 12.5 kV. This system, with various load configurations, was used in the following works [111,[114][115][116]121,129,131,141,143,147]. The complete list of test systems for individual publications is shown in Table 3.…”

Section: Test Systems and Software Solutionsmentioning

confidence: 99%

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A Review on Optimization of Active Power Filter Placement and Sizing Methods

2022

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Distortions of current and voltage waveforms from a sinusoidal shape are, not only a source of technical problems, but also have serious economic effects. Their occurrence is related to the common use of loads with nonlinear current-voltage characteristics. These are both high-power loads (most often power electronic switching devices supplying high-power drives), but also widely used low-power loads (power supplies, chargers, energy-saving light sources). The best way to eliminate these distortions is to use active power filters. The cost of these devices is relatively high. Therefore, scientists all over the world are conducting research aimed at developing techniques for the proper placement of these devices, in order to minimize their investment costs. The best solution to this problem is to use optimization techniques. This paper compares the methods and criteria used by the authors of publications dealing with this topic. The summary also indicates a possible direction for further work.

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