An ANFIS Solution for Real-Time Control of the EGR & VGT in a Diesel Engine

被引：2
|
作者：
Peng, Zhijun [1 ]
Cheng, Li [1 ]
Wang, Weiji [1 ]
Gao, Bo [2 ]
Aitouche, Abdel [3 ]
机构：
[1] Univ Sussex, Sch Engn & Informat, Brighton BN1 9RH, E Sussex, England
[2] AVL Powertrain UK, Dunton, Esses, England
[3] LAGIS, France & Automat Control Lab, Villeneuve Dascq, France
来源：
THERMAL, POWER AND ELECTRICAL ENGINEERING, PTS 1 AND 2 | 2013年 / 732-733卷
关键词：
ANFIS controller; fuzzy logic controller; EGR control; VGT control; diesel engine; SYSTEM; AIR;
D O I：
10.4028/www.scientific.net/AMR.732-733.1222
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
An ANFIS (Adaptive neuro-fuzzy inference system) controller which bases on Takagi-Sugeno's method and combines the advantages of neural controller and fuzzy multi-variable controller has been studied and developed for the real-time control of EGR and VGT in a diesel engine. In the AVL-BOOST and Matlab/Simulink co-simulation environment, the control performance of ANFIS controller has been compared with those optimal control strategies based on a fuzzy logic controller. Results show the new controller can have more active control to EGR position and the optimal emission levels can be maintained.
引用
收藏
页码：1222 / +
页数：2
相关论文
共 50 条
  • [1] Robustness evaluation of real-time fuzzy logic control of the VGT and EGR on a diesel engine
    Cheng, Li
    Wang, William
    Aitouche, Abdel
    Peng, Zhijun
    [J]. 2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2015, : 211 - 217
  • [2] Decentralized and multivariable designs for EGR-VGT control of a diesel engine
    van Nieuwstadt, M
    Moraal, PE
    Kolmanovsky, IV
    Stefanopoulou, A
    Wood, P
    Criddle, M
    [J]. ADVANCES IN AUTOMOTIVE CONTROL 1998, 1998, : 189 - 194
  • [3] Composed Adaptive Control of a Bio-Diesel Engine with EGR & VGT
    Wang, Haoping
    Tian, Yang
    Aitouche, Abdel
    Bosche, Jerome
    El Hajjaji, Ahmed
    Christov, Nicolai
    [J]. 2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,
  • [4] A polytopic system approach for the hybrid control of a diesel engine using VGT/EGR
    Bengea, S
    DeCarlo, R
    Corless, M
    Rizzoni, G
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2005, 127 (01): : 13 - 21
  • [5] Supervisory Lyapunov-based control of a diesel engine using VGT/EGR
    Mirheidari, R.
    Barkhordary, M.
    Motlagh, M. K. Jahed
    [J]. 2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, : 324 - 329
  • [6] Study of strategy for model-based cooperative control of EGR and VGT in a diesel engine
    Shirakawa, T
    Itoyama, H
    Miwa, H
    [J]. JSAE REVIEW, 2001, 22 (01): : 3 - 8
  • [7] Two Loop based Dynamical Feedback Stabilization Control of a Diesel Engine with EGR & VGT
    Wang, H. P.
    Bosche, J.
    Tian, Y.
    El Hajjaji, A.
    [J]. 2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 1596 - 1601
  • [8] Iterative Learning Control Algorithm for Feedforward Controller of EGR and VGT Systems in a CRDI Diesel Engine
    Min, Kyunghan
    Sunwoo, Myoungho
    Han, Manbae
    [J]. INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2018, 19 (03) : 433 - 442
  • [9] EGR-VGT control schemes: Experimental comparison for a high-speed diesel engine
    van Nieuwstadt, MJ
    Kolmanovsky, IV
    Moraal, PE
    Stefanopoulou, A
    Jankovic, M
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 2000, 20 (03): : 63 - 79
  • [10] Iterative Learning Control Algorithm for Feedforward Controller of EGR and VGT Systems in a CRDI Diesel Engine
    Kyunghan Min
    Myoungho Sunwoo
    Manbae Han
    [J]. International Journal of Automotive Technology, 2018, 19 : 433 - 442
12345