Expert Self-tuning Using Fuzzy Reasoning for PID Controller

被引:0
|
作者
Geng, Tao [1 ]
Lv, Yunfei [2 ]
Liu, Yang [3 ]
机构
[1] Henan Univ, Acad Phys & Elect, Kaifeng 47500, Peoples R China
[2] Second Ship Design Inst, Wuhan 430074, Peoples R China
[3] Huazhong Univ Sci & Technol, Sch Automat, Wuhan 430074, Peoples R China
关键词
PID controller; Expert system; Fuzzy reasoning; Eigne values; Self-tuning;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a expert PID system utilizing fuzzy inference mechanism by defining TDR (rules degree of trigging) and TDS (targets degree of satisfaction), whose inference rulers are brief. The rules can be trigged simultaneously and even in the case of the failure of reasoning, can also alternate the suboptimal parameters to overcome the general PID expert systems short coming that be fail to settle the optimal parameter. The article makes simulation on a typical plant to verify the effectiveness of this method.
引用
收藏
页码:138 / 141
页数:4
相关论文
共 50 条
  • [1] Expert Self-Tuning Using Fuzzy Reasoning For PID Controller
    Geng, Tao
    Lv, Yunfei
    Liu, Yang
    Communications in Computer and Information Science, 2014, 472 : 138 - 141
  • [2] Fuzzy reasoning-based expert self-tuning PID controller
    Geng, Tao
    Zhao, Jin
    Liu, Yang
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2010, 38 (06): : 4 - 7
  • [3] Self-Tuning Fuzzy PID Controller
    Paulusova, Jana
    Orlicky, Lukas
    Dubravska, Mria
    2013 INTERNATIONAL CONFERENCE ON PROCESS CONTROL (PC), 2013, : 304 - 308
  • [4] Expert Self-Tuning Using Fuzzy Reasoning for Proportional-Integral-Derivative Controller
    Geng, Tao
    Lv, Yunfei
    Wang, Menglu
    Liu, Yang
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015, 12 (07) : 1287 - 1291
  • [5] Fuzzy Self-tuning PID Controller in SENS
    Lan, Sun
    GREEN POWER, MATERIALS AND MANUFACTURING TECHNOLOGY AND APPLICATIONS II, 2012, 214 : 765 - 770
  • [6] A self-tuning PID controller based on expert system
    Xing, JC
    Wang, P
    Wang, L
    NEW TECHNOLOGIES FOR COMPUTER CONTROL 2001, 2002, : 479 - 483
  • [7] Speed control of Hydraulic elevator by using PID controller and self-tuning fuzzy PID controller
    Xu, Xian
    Wang, Qingling
    2017 32ND YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2017, : 812 - 817
  • [8] Self-tuning Fuzzy PID Controller for Integrating Processes
    Simhachalam, Dharmana
    Mudi, Rajani K.
    2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2014, : 51 - 55
  • [9] Self-tuning fuzzy PID controller and its application
    Wu, Zhen-Shun
    Yao, Jian-Jun
    Yue, Dong-Hai
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2004, 36 (11): : 1578 - 1580
  • [10] Research on the parameters self-tuning fuzzy PID controller
    Zhang, Yanhong
    Zheng, Zhongqiao
    Zhang, Jiansheng
    2009 SECOND INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING: KAM 2009, VOL 3, 2009, : 77 - 80