Advanced Fireworks Algorithm and Its Application Research in PID Parameters Tuning
Joint Authors
Xue, Jun-jie
Wang, Ying
Li, Hao
Meng, Xiang-fei
Xiao, Ji-yang
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-06-20
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Proportional-Integral-Derivative (PID) controller is one of the most widely used controllers for its property of simplicity and practicability.
In order to design high-quality performances PID controllers, an Advanced Fireworks (AFW) algorithm based on self-adaption principle and bimodal Gaussian function is proposed, which is built to optimize the PID controller by parameters tuning.
Firstly, a compound index of optimization performance is formulated, and then the extremal optimization method of PID control system is proposed.
Secondly, a PID parameters tuning model combined with AFW is built.
At last, 5 typical transfer functions are simulated to obtain optimal parameters by AFW and contrast tuning method, such as Ziegler-Nichols method, Enhanced Fireworks (EFW) algorithm, and Particle Swarm Optimization (PSO).
Simulation results show that AFW are effective and are easily implemented methods to solve PID control problems of different transfer functions.
American Psychological Association (APA)
Xue, Jun-jie& Wang, Ying& Li, Hao& Meng, Xiang-fei& Xiao, Ji-yang. 2016. Advanced Fireworks Algorithm and Its Application Research in PID Parameters Tuning. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111883
Modern Language Association (MLA)
Xue, Jun-jie…[et al.]. Advanced Fireworks Algorithm and Its Application Research in PID Parameters Tuning. Mathematical Problems in Engineering No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1111883
American Medical Association (AMA)
Xue, Jun-jie& Wang, Ying& Li, Hao& Meng, Xiang-fei& Xiao, Ji-yang. Advanced Fireworks Algorithm and Its Application Research in PID Parameters Tuning. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111883
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111883