Efficient Multivariable Generalized Predictive Control for Autonomous Underwater Vehicle in Vertical Plane

被引:3
|
作者
Yao, Xuliang [1 ]
Yang, Guangyi [1 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
关键词
Predictive control systems - Air navigation - Constrained optimization - Compliance control - Longitudinal control - Energy utilization;
D O I
10.1155/2016/4650380
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents the design and simulation validation of a multivariable GPC (generalized predictive control) for AUV (autonomous underwater vehicle) in vertical plane. This control approach has been designed in the case of AUV navigating with low speed near water surface, in order to restrain wave disturbance effectively and improve pitch and heave motion stability. The proposed controller guarantees compliance with rudder manipulation, AUV output constraints, and driving energy consumption. Performance index based on pitch stabilizing performance, energy consumption, and system constraints is used to derive the control action applied for each time step. In order to deal with constrained optimization problems, a Hildreth's QP procedure is adopted. Simulation results of AUV longitudinal control show better stabilizing performance and minimized energy consumption improved by multivariable GPC.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Neural networks modelling and generalised predictive control for an autonomous underwater vehicle
    Xu, Jianan
    Zhang, Mingjun
    Wang, Yujia
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2010, 11 (1-2) : 79 - 86
  • [22] Research on Dynamic Modeling and Predictive Control of Portable Autonomous Underwater Vehicle
    Zeng, Junbao
    Li, Shuo
    Li, Yiping
    Liu, Xinyu
    Wang, Xiaohui
    Liu, Jian
    [J]. OCEANS 2017 - ANCHORAGE, 2017,
  • [23] Autonomous Underwater Vehicle Control
    Prasad, M. P. R.
    [J]. 2019 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2019,
  • [24] Model predictive control of a hybrid autonomous underwater vehicle with experimental verification
    Steenson, Leo V.
    Turnock, Stephen R.
    Phillips, Alexander B.
    Harris, Catherine
    Furlong, Maaten E.
    Rogers, Eric
    Wang, Liuping
    Bodles, Kenneth
    Evans, Derek W.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART M-JOURNAL OF ENGINEERING FOR THE MARITIME ENVIRONMENT, 2014, 228 (02) : 166 - 179
  • [25] Neural Network Predictive Control for Autonomous Underwater Vehicle with Input Delay
    Zhao, Jiemei
    [J]. JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2018, 2018
  • [26] Nonlinear Model Predictive Control for Autonomous Underwater Vehicle Trajectory Tracking
    Fontaine, Anne-Flor
    Zhu, Danjie
    Chen, Nuo
    Pan, Ya-Jun
    [J]. 2023 IEEE 2ND INDUSTRIAL ELECTRONICS SOCIETY ANNUAL ON-LINE CONFERENCE, ONCON, 2023,
  • [27] Enhancing Reduced Order Model Predictive Control for Autonomous Underwater Vehicle
    Bhopale, Prashant
    Bajaria, Pratik
    Singh, Navdeep
    Kazi, Faruk
    [J]. ADVANCED COMPUTATIONAL METHODS FOR KNOWLEDGE ENGINEERING, ICCSAMA 2017, 2018, 629 : 60 - 71
  • [28] Nonlinear Motion Control for an Underwater Vehicle in the Vertical Plane with External Disturbances
    Kayastha, Sharmila
    Fowler, Anthony
    Cameron, Alexander
    [J]. 2022 17TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), 2022, : 919 - 924
  • [29] Efficient Multivariable Generalized Predictive Control for Sensorless Induction Motor Drives
    Alkorta, Patxi
    Barambones, Oscar
    Antonio Cortajarena, Jose
    Zubizarrreta, Asier
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (09) : 5126 - 5134
  • [30] Multivariable Generalized Predictive Control of a Synchronous Motor Drive used in an Electric Vehicle
    Kiselev, Aleksej
    Kuznietsov, Alexander
    Leidhold, Roberto
    [J]. PROCEEDINGS 2015 9TH INTERNATIONAL CONFERENCE ON CAMPATIBILITY AND POWER ELECTRONICS (CPE), 2015, : 566 - 571