The application on fuzzy neural control in boiler liquid level control system

被引:0
|
作者
Cheng, Huanxin [1 ]
Zhang, Guoqing [1 ]
Li, Jing [1 ]
Cheng, Li [2 ]
Kong, Lingling [3 ]
机构
[1] Qingdao Univ Sci & Technol, Qingdao, Shandong, Peoples R China
[2] Chinese Acad Sci, Xinjiang Tech Inst Phys & Chem, Urumqi, Xinjiang, Peoples R China
[3] Res Inst Phys & Chem Engn Nucl Ind, Tianjin, Peoples R China
来源
ADVANCES IN ENERGY, ENVIRONMENT AND MATERIALS SCIENCE | 2016年
关键词
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
For the character of nonlinear and the time-varying in industrial boiler liquid level control process, which has been difficult to meet the requirements of control precision of nonlinear system based on the conventional PID cascade control, the paper puts forward the boiler liquid level control based on fuzzy neural network. It aims to put the self-learning ability of neural network into fuzzy control, which does not need to establish specific mathematical model to achieve the level control. Through the MATLAB design and simulation of the boiler liquid level system, the results are compared with the conventional PID control and fuzzy PID control, then it shows that the method is effective.
引用
收藏
页码:451 / 454
页数:4
相关论文
共 50 条
  • [1] Analysis of boiler water level system Based on the fuzzy control
    Zhang, Tianyi
    Dai, Fengzhi
    Lu, Peng
    PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2021), 2021, : 604 - 607
  • [2] Analysis of Boiler Water Level System based on the Fuzzy Control
    Zhang, Tianyi
    Dai, Fengzhi
    Lu, Peng
    PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2021), 2021, : P68 - P68
  • [3] The application of Adaptive fuzzy PID in the liquid level cascade control system
    Song, Lepeng
    Wang, Huabin
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 321 - 324
  • [4] Application of dual closed loop fuzzy control in burning control system of boiler
    Cui, SN
    Xu, XD
    ICEMI'2001: FIFTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT AND INSTRUMENTS, VOL 1, CONFERENCE PROCEEDINGS, 2001, : 879 - 882
  • [5] APPLICATION OF FUZZY LOGIC IN BOILER CONTROL
    Galzina, Vjekoslav
    Saric, Tomislav
    Lujic, Roberto
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2008, 15 (04): : 15 - 21
  • [6] Application of fuzzy logic in boiler control
    University J. J. Strossmayer in Osijek, Mechanical Engineering Faculty in Slavonski Brod, Trg Ivane Brlic Mazuranic 2, HR-35000 Slavonski Brod, Croatia
    Teh. Vjesn., 2008, 4 (15-21):
  • [7] Optimization and Simulation of Boiler Water Level Control Based on the Fuzzy Neural Network
    Yu, Zhimin
    Cheng, Long
    Hao, Zhenyong
    Wang, Renzhong
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2017), 2017, 87 : 47 - 51
  • [8] Boiler temperature control system base on fuzzy control
    Duan, CX
    Shi, LP
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1100 - 1102
  • [9] Application of Fuzzy Control in a Wireless Liquid Level Simulator
    Bayram, Ismail
    Zeybek, Zehra
    Altinten, Ayla
    Alpbaz, Mustafa
    WIRELESS PERSONAL COMMUNICATIONS, 2019, 109 (01) : 211 - 222
  • [10] Application of Fuzzy Control in a Wireless Liquid Level Simulator
    İsmail Bayram
    Zehra Zeybek
    Ayla Altinten
    Mustafa Alpbaz
    Wireless Personal Communications, 2019, 109 : 211 - 222