The simulation and analysis of PID structure generalized predictive control algorithm

被引:0
|
作者
Qin, Gang [1 ]
Hu, Ling [1 ]
Song, Le [1 ]
机构
[1] Electronic-Information Engineering College of Xi'an Technological University, China
关键词
MATLAB - Model predictive control - Predictive control systems - Control theory - Engines - Intelligent vehicle highway systems - Automobile steering equipment - Closed loop control systems - Steering;
D O I
10.4156/jcit.vol7.issue23.81
中图分类号
学科分类号
摘要
In order to make intelligent vehicle turn smoothly, this paper puts up forward PID structure generalized predictive control algorithm. Combining the similarities between PID control and generalized predictive control law, this algorithm has changed the objective function of generalized predicative control, effectively combined PID control and generalized predicative control and has drawn support from recurrence relation in generalized predicative control algorithm. Finally, it automatically adjusts and optimizes PID parameter[5-7]. This paper has made an analysis on MATLAB simulation example in intelligent vehicle steering engine closed loop control system. The simulation results show that steering engine can make the best of current path information collected by path detection sensor and then make a turn response. In addition, the steering engine can predicate and estimate steering control information in the next moment. Even under the condition of interference signals, it can realize its smooth bending in different path information, thus realize the real-time trajectory tracking on estimated output with a given input signal.
引用
收藏
页码:700 / 707
相关论文
共 50 条
  • [31] Research on generalized predictive control algorithm of networked control system
    Mu, Dejun
    Fu, Lei
    Dai, Guanzhong
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 220 - +
  • [32] Generalized PID Algorithm For Batch Reactor's Temperature Control
    Zhao, Xiaodong
    Zheng, Weihong
    PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL I, 2009, : 426 - +
  • [33] Dynamic matrix control and generalized predictive control, comparison study with IMC-PID
    Ramdani, Ammar
    Grouni, Said
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (28) : 17561 - 17570
  • [34] Nonlinear Multiple Models Adaptive Decoupling PID Control Based on Generalized Predictive control
    Wang, Yonggang
    Chai, Tianyou
    Zhai, Lianfei
    ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 1079 - 1084
  • [35] Optimal Generalized Predictive Functional Control with Applications to Extended PID Control for Quadruple Tank
    Alotaibi, Sultan
    Grimble, Michael
    2019 25TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC), 2019, : 423 - 428
  • [36] Structure and algorithm for a type of predictive control
    Zhang, SY
    Pang, ZF
    FIFTH INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND CONTROL TECHNOLOGY, 2003, 5253 : 728 - 731
  • [37] Analysis and Comparison of Variable Structure Fuzzy Neural Network Control and the PID Algorithm
    Sun, Lei
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 3347 - 3350
  • [38] A generalized predictive control algorithm based on pole placement
    Liu Hao
    Liu Xia-hua
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 487 - +
  • [39] Feasibility of generalized predictive control algorithm with constrained input
    Yang, Jianjun
    Wang, Wei
    Kongzhi Lilun Yu Yinyong/Control Theory and Applications, 2000, 17 (01): : 113 - 116
  • [40] Fast algorithm for adaptive multivariable generalized predictive control
    Li, Qi-An
    IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, 2006, : 565 - 570