A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

Xutao Li; Minjie Chen; Yoshihara Tsutomu

doi:10.1109/PEDS.2013.6527021

A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

Xutao Li, Minjie Chen, Yoshihara Tsutomu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

11 Citations (Scopus)

Abstract

This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

Original language	English
Title of host publication	Proceedings of the International Conference on Power Electronics and Drive Systems
Pages	238-243
Number of pages	6
DOIs	https://doi.org/10.1109/PEDS.2013.6527021
Publication status	Published - 2013
Event	2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013 - Kitakyushu Duration: 2013 Apr 22 → 2013 Apr 25

Other

Other	2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013
City	Kitakyushu
Period	13/4/22 → 13/4/25

Keywords

digital control
overshoot
PID
PSO
robustness

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/PEDS.2013.6527021

Cite this

Li, X, Chen, M & Tsutomu, Y 2013, A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. in Proceedings of the International Conference on Power Electronics and Drive Systems., 6527021, pp. 238-243, 2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013, Kitakyushu, 13/4/22. https://doi.org/10.1109/PEDS.2013.6527021

@inproceedings{4ef123bc85b54acf9d34f7c180505553,

title = "A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization",

abstract = "This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.",

keywords = "digital control, overshoot, PID, PSO, robustness",

author = "Xutao Li and Minjie Chen and Yoshihara Tsutomu",

year = "2013",

doi = "10.1109/PEDS.2013.6527021",

language = "English",

isbn = "9781467317900",

pages = "238--243",

booktitle = "Proceedings of the International Conference on Power Electronics and Drive Systems",

note = "2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013 ; Conference date: 22-04-2013 Through 25-04-2013",

}

TY - GEN

T1 - A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

AU - Li, Xutao

AU - Chen, Minjie

AU - Tsutomu, Yoshihara

PY - 2013

Y1 - 2013

N2 - This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

AB - This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

KW - digital control

KW - overshoot

KW - PID

KW - PSO

KW - robustness

UR - http://www.scopus.com/inward/record.url?scp=84880726628&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84880726628&partnerID=8YFLogxK

U2 - 10.1109/PEDS.2013.6527021

DO - 10.1109/PEDS.2013.6527021

M3 - Conference contribution

AN - SCOPUS:84880726628

SN - 9781467317900

SP - 238

EP - 243

BT - Proceedings of the International Conference on Power Electronics and Drive Systems

T2 - 2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013

Y2 - 22 April 2013 through 25 April 2013

ER -

A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

Abstract

Other

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this