This paper proposes a novel tuning approach for robust proportional-integral-derivative (PID) controller based on H∞ loop shaping synthesis in combination with gap metric and Particle Swarm Optimization (PSO) algorithm. Different from the traditional research, the controller is designed through the search region constrained by H∞ loop shaping synthesis and gap metric theorem. PSO algorithm is used for tuning the robust PID controller parameters based on the underlying constrained optimization problems without resolving complex arithmetical calculations. The control technique is applied for the robust controller design so as to get a low order structured controller and achieve robust performance and the ability of restraining disturbance. The simulation shows that the proposed method can character the set of all values of the controller parameters that guarantees the robust stability with any supposed accuracy and achieves favorable control performance for uncertain systems.
목차
Abstract 1. Introduction 2. Problem Setting and Derivation of Constraint 2.1. PID Controller Structure 2.2. Hinf Loop Shaping 3. Gap Measurement and Robust Stability Analysis 3.1. Gap Measurement and Geometry Meanings 3.2. Robust Stability Based on Gap Measurement 4. Control Designer Based on PSO Algorithm 4.1. Introduction to PSO [24] 4.2. Largest ν-gap Metric Based on PSO Algorithm 5. A Numerical Example 6. Conclusions References
키워드
gap metricrobust controllerPSO algorithmmodel uncertaintyloop shaping
저자
Xinghong Qiao [ College of Automation Science and Engineering, South China University of Technology, Guangzhou 510641, China, Guangzhou Institute of Energy Testing, Guangzhou 511447, China ]
Fei Luo [ College of Automation Science and Engineering, South China University of Technology, Guangzhou 510641, China ]
Yuge Xu [ College of Automation Science and Engineering, South China University of Technology, Guangzhou 510641, China ]
보안공학연구지원센터(IJCA) [Science & Engineering Research Support Center, Republic of Korea(IJCA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Control and Automation
간기
월간
pISSN
2005-4297
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Control and Automation Vol.9 No.5