Transient Air-Fuel Ratio Control in a CNG Engine Using Fuzzy Neural Networks

被引：2
|
作者：
李国岫
张欣
机构：
[1] Beijing 100044
[2] Beijing Jiaotong University
[3] China
[4] Electronic and Control Engineering
[5] School of Mechanical
来源：
Journal of Beijing Institute of Technology(English Edition) | 2005年 / 01期
关键词：
air-fuel (A/F) ratio; fuzzy neural network; hybrid controller;
D O I：
10.15918/j.jbit1004-0579.2005.01.024
中图分类号：
TK43 [气体燃料内燃机];
学科分类号：
摘要：
The fuzzy neural networks has been used as means of precisely controlling the air-fuel ratio of a lean-burn compressed natural gas (CNG) engine. A control algorithm, without based on engine model, has been (utilized) to construct a feedforward/feedback control scheme to regulate the air-fuel ratio. Using fuzzy neural networks, a fuzzy neural hybrid controller is obtained based on PI controller. The new controller, which can adjust parameters online, has been tested in transient air-fuel ratio control of a CNG engine.
引用
收藏
页码：100 / 103
页数：4
相关论文
共 50 条
  • [1] CNG engine air-fuel ratio control using fuzzy neural networks
    Zhang, WG
    Jiang, JC
    Xia, Y
    Zhou, XD
    IWADS: 2ND INTERNATIONAL WORKSHOP ON AUTONOMOUS DECENTRALIZED SYSTEM, PROCEEDINGS, 2002, : 156 - 161
  • [2] Transient air-fuel ratio estimation in spark ignition engine using recurrent neural networks
    Zhang, Yanhong
    Xi, Lifeng
    Liu, James
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT II, PROCEEDINGS, 2007, 4693 : 240 - 246
  • [3] Design and simulation of air-fuel ratio control system for distributorless CNG engine
    Moe, Ei Ei
    Aung, Zaw Min
    Khin, Kyawt
    World Academy of Science, Engineering and Technology, 2010, 46 : 775 - 778
  • [4] Control of the air-fuel ratio in vehicle motors using neural networks
    Carotenuto, R.
    Franchina, L.
    Informacion Tecnologica, 10 (01): : 307 - 312
  • [5] Fuzzy control for air-fuel ratio of gasoline engine and experiment research
    Wang, Gang
    Liu, Shao-Jun
    Yao, Ya-Fu
    Yang, Ying
    Zhongnan Gongye Daxue Xuebao/Journal of Central South University of Technology, 2003, 34 (05):
  • [6] Air-fuel ratio control for an IC engine
    Lauber, J.
    Khiar, D.
    Guerra, T. M.
    2007 IEEE VEHICLE POWER AND PROPULSION CONFERENCE, VOLS 1 AND 2, 2007, : 718 - 723
  • [7] Air-fuel ratio control in a gasoline engine
    Lauber, J.
    Guerra, T. M.
    Dambrine, M.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2011, 42 (02) : 277 - 286
  • [8] Hydrogen doping control method for gasoline engine acceleration transient air-fuel ratio
    Hu, Zuolei
    Zhang, Yingjie
    Ai, Zhaoyang
    Li, Ming
    Zhang, Ying
    HELIYON, 2024, 10 (10)
  • [9] Optimization of air-fuel ratio control of fuel-powered UAV engine using adaptive fuzzy-PID
    Wang, Yixuan
    Shi, Yan
    Cai, Maolin
    Xu, Weiqing
    Yu, Qihui
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (17): : 8554 - 8575
  • [10] Neural Network Data-Driven Engine Torque and Air-Fuel Ratio Control
    Gerasimov, Dmitry N.
    Pshenichnikova, Evgenia I.
    2012 16TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (MELECON), 2012, : 524 - 527
12345