Adaptive Kalman Filter-Based Load Torque Compensator for Improved SI Engine Idle Speed Control

被引:32
作者
Pavkovic, Danijel [1 ]
Deur, Josko [1 ]
Kolmanovsky, Ilya [2 ]
机构
[1] Univ Zagreb, Fac Mech Engn & Naval Architecture, HR-10000 Zagreb, Croatia
[2] Ford Res & Adv Engn, Dearborn, MI 48121 USA
关键词
Adaptive control; adaptive Kalman filtering; SI engine; speed control; torque estimation;
D O I
10.1109/TCST.2008.922556
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 presents design of an SI engine load torque estimator based on an adaptive Kalman filter. The adaptive estimator is characterized by a fast response and good noise suppression ability. The estimator is used to establish a fast load torque compensation path within a proportiona-plus-integral (PI) controller-based idle speed control system. The proposed adaptive controller has been verified by means of experiments, and compared with PI, PID and polynomial controllers. The experimental results point out to favorable performance of the adaptive controller for a wide engine operating range.
引用
收藏
页码:98 / 110
页数:13
相关论文
共 20 条
  • [1] Astrom K. J., 1997, COMPUTER CONTROLLED
  • [2] An electronic throttle control strategy including compensation of friction and limp-home effects
    Deur, J
    Pavkovic, D
    Peric, N
    Jansz, M
    Hrovat, D
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2004, 40 (03) : 821 - 834
  • [3] DEUR J, 2003, P ASME IMECE WASH DC, V2, P8
  • [4] DEUR J, 2000, P 35 IEEE C IND APPL, V2, P1533
  • [5] DEUR J, 2004, P ASME INT MECH ENG, V2
  • [6] DEUR J, 2003, P IEEE CCA IST TURK, P161
  • [7] DEUR J, 2004, P SAE
  • [8] Grewal M., 2001, Kalman Filtering, VSecond
  • [9] Gustafsson F., 2000, Adaptive filtering and change detection
  • [10] HENDRICKS E, 1990, P SAE