An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method

Jinglin Liu; Chao Gong; Zexiu Han; Eryang Zhang

doi:10.1109/IFEEC.2017.7992386

An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method

Jinglin Liu
, Chao Gong
, Zexiu Han
, Eryang Zhang

School of Automation

Northwestern Polytechnical University Xian

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

8 Scopus citations

Abstract

Adaptive fuzzy PID controllers, combining fuzzy controllers which are highly adaptable with conventional PID controllers which have no control error, have been used in vector control systems of permanent synchronous machines(PMSM). In this paper, an adaptive fuzzy PID controller of which membership functions are dramatically improved is designed and applied to a PMSM. Then, simulation in Simulink and practical experiment verify that the controller is well-suited for the system. Finally, a novel stability analysis method for those systems based on adaptive fuzzy PID is proposed and it proves that the PMSM control system in this paper is stable.

Original language	English
Title of host publication	2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2161-2164
Number of pages	4
ISBN (Electronic)	9781509051571
DOIs	https://doi.org/10.1109/IFEEC.2017.7992386
State	Published - 25 Jul 2017
Event	3rd IEEE International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017 - Kaohsiung, Taiwan, Province of China Duration: 3 Jun 2017 → 7 Jun 2017

Publication series

Name	2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017

Conference

Conference	3rd IEEE International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017
Country/Territory	Taiwan, Province of China
City	Kaohsiung
Period	3/06/17 → 7/06/17

Keywords

adaptive fuzzy PID controller
PMSM
stability
vector control system

Access to Document

10.1109/IFEEC.2017.7992386

Cite this

Liu, J., Gong, C., Han, Z., & Zhang, E. (2017). An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method. In 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017 (pp. 2161-2164). Article 7992386 (2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IFEEC.2017.7992386

Liu, Jinglin ; Gong, Chao ; Han, Zexiu et al. / An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method. 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 2161-2164 (2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017).

@inproceedings{d0e639a1dad34504991ad3b276fa6671,

title = "An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method",

abstract = "Adaptive fuzzy PID controllers, combining fuzzy controllers which are highly adaptable with conventional PID controllers which have no control error, have been used in vector control systems of permanent synchronous machines(PMSM). In this paper, an adaptive fuzzy PID controller of which membership functions are dramatically improved is designed and applied to a PMSM. Then, simulation in Simulink and practical experiment verify that the controller is well-suited for the system. Finally, a novel stability analysis method for those systems based on adaptive fuzzy PID is proposed and it proves that the PMSM control system in this paper is stable.",

keywords = "adaptive fuzzy PID controller, PMSM, stability, vector control system",

author = "Jinglin Liu and Chao Gong and Zexiu Han and Eryang Zhang",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 3rd IEEE International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017 ; Conference date: 03-06-2017 Through 07-06-2017",

year = "2017",

month = jul,

day = "25",

doi = "10.1109/IFEEC.2017.7992386",

language = "英语",

series = "2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "2161--2164",

booktitle = "2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017",

}

Liu, J, Gong, C, Han, Z & Zhang, E 2017, An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method. in 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017., 7992386, 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017, Institute of Electrical and Electronics Engineers Inc., pp. 2161-2164, 3rd IEEE International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017, Kaohsiung, Taiwan, Province of China, 3/06/17. https://doi.org/10.1109/IFEEC.2017.7992386

An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method. / Liu, Jinglin; Gong, Chao; Han, Zexiu et al.
2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 2161-2164 7992386 (2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017).

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

TY - GEN

T1 - An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method

AU - Liu, Jinglin

AU - Gong, Chao

AU - Han, Zexiu

AU - Zhang, Eryang

PY - 2017/7/25

Y1 - 2017/7/25

N2 - Adaptive fuzzy PID controllers, combining fuzzy controllers which are highly adaptable with conventional PID controllers which have no control error, have been used in vector control systems of permanent synchronous machines(PMSM). In this paper, an adaptive fuzzy PID controller of which membership functions are dramatically improved is designed and applied to a PMSM. Then, simulation in Simulink and practical experiment verify that the controller is well-suited for the system. Finally, a novel stability analysis method for those systems based on adaptive fuzzy PID is proposed and it proves that the PMSM control system in this paper is stable.

AB - Adaptive fuzzy PID controllers, combining fuzzy controllers which are highly adaptable with conventional PID controllers which have no control error, have been used in vector control systems of permanent synchronous machines(PMSM). In this paper, an adaptive fuzzy PID controller of which membership functions are dramatically improved is designed and applied to a PMSM. Then, simulation in Simulink and practical experiment verify that the controller is well-suited for the system. Finally, a novel stability analysis method for those systems based on adaptive fuzzy PID is proposed and it proves that the PMSM control system in this paper is stable.

KW - adaptive fuzzy PID controller

KW - PMSM

KW - stability

KW - vector control system

UR - https://www.scopus.com/pages/publications/85034071142

U2 - 10.1109/IFEEC.2017.7992386

DO - 10.1109/IFEEC.2017.7992386

M3 - 会议稿件

AN - SCOPUS:85034071142

T3 - 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017

SP - 2161

EP - 2164

BT - 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd IEEE International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017

Y2 - 3 June 2017 through 7 June 2017

ER -

Liu J, Gong C, Han Z, Zhang E. An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method. In 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 2161-2164. 7992386. (2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017). doi: 10.1109/IFEEC.2017.7992386

An improved adaptive fuzzy PID controller for PMSM and a novel stability analysis method

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this