Improved fuzzy PID controller design using predictive functional control structure

doi:10.1016/j.isatra.2017.09.005

	Improved fuzzy PID controller design using predictive functional control structure
	Wang, Yuzhong 2; Jin, Qibing 1; Zhang, Ridong 2
刊名	ISA TRANSACTIONS
	2017-11-01
卷号	71 页码:354-363
关键词	Predictive Functional Control Fuzzy Control Pid Control Temperature Regulation
ISSN号	0019-0578
DOI	10.1016/j.isatra.2017.09.005
文献子类	Article
英文摘要	In conventional PID scheme, the ensemble control performance may be unsatisfactory due to limited degrees of freedom under various kinds of uncertainty. To overcome this disadvantage, a novel PID control method that inherits the advantages of fuzzy PID control and the predictive functional control (PFC) is presented and further verified on the temperature model of a coke furnace. Based on the framework of PFC, the prediction of the future process behavior is first obtained using the current process input signal. Then, the fuzzy PID control based on the multi-step prediction is introduced to acquire the optimal control law. Finally, the case study on a temperature model of a coke furnace shows the effectiveness of the fuzzy PID control scheme when compared with conventional PID control and fuzzy self adaptive PID control. (C) 2017 ISA. Published by Elsevier Ltd. All rights reserved.
WOS关键词	COKE FURNACE ; MODEL ; TEMPERATURE ; SYSTEMS ; TYPE-2
WOS研究方向	Automation & Control Systems ; Engineering ; Instruments & Instrumentation
语种	英语
出版者	ELSEVIER SCIENCE INC
WOS记录号	WOS:000416189100014
资助机构	Zhejiang Provincial Natural Science Foundation of China(LR16F030004)
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/28219]
专题	中国科学院自动化研究所
通讯作者	Zhang, Ridong
作者单位	1.Beijing Univ Chem Technol, Inst Automat, Beijing 100029, Peoples R China 2.Hangzhou Dianzi Univ, Key Lab IOT & Informat Fus Technol Zhejiang, Informat & Control Inst, Hangzhou 310018, Zhejiang, Peoples R China
推荐引用方式 GB/T 7714	Wang, Yuzhong,Jin, Qibing,Zhang, Ridong. Improved fuzzy PID controller design using predictive functional control structure[J]. ISA TRANSACTIONS,2017,71:354-363.
APA	Wang, Yuzhong,Jin, Qibing,&Zhang, Ridong.(2017).Improved fuzzy PID controller design using predictive functional control structure.ISA TRANSACTIONS,71,354-363.
MLA	Wang, Yuzhong,et al."Improved fuzzy PID controller design using predictive functional control structure".ISA TRANSACTIONS 71(2017):354-363.