An improved model predictive control method for wave energy converter with sliding mode control

被引:5
|
作者
Wang, Zhenchun [1 ,2 ]
Luan, Feng [1 ,2 ]
Wang, Nianguo [1 ,2 ]
机构
[1] Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
[2] Yanshan Univ, Engn Res Ctr, Minist Educ Intelligent Control Syst & Intelligen, Qinhuangdao 066004, Hebei, Peoples R China
关键词
Viscous force; Wave energy converters; Model predictive control; Sliding mode control; POWER;
D O I
10.1016/j.oceaneng.2021.109881
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
The model accuracy and computational burden are key issues that remain in the realization of model predictive control (MPC) of wave energy converters (WECs). In this study, the viscous force is considered in a WEC model, and the accuracy of the model is improved. To solve the problems existing in the practical application of MPC in WECs, an improved model predictive control (IMPC) method with sliding mode control (SMC) is proposed that can reduce the quadratic programming (QP) performance requirements of the processor while maintaining a high energy conversion efficiency. The IMPC method includes two parts: 1) an advance prediction and calculation mechanism is used to provide the optimal control sequence and prediction trajectory, and 2) the SMC is used to compensate the model mismatch to improve the control accuracy. The effectiveness of the IMPC method with SMC was verified through numerical simulations.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Sliding Mode Control of a Nonlinear Wave Energy Converter Model
    Demonte Gonzalez, Tania
    Parker, Gordon G.
    Anderlini, Enrico
    Weaver, Wayne W.
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (09)
  • [2] Model Predictive and Sliding Mode Control of a Boost Converter
    Plaza, D.
    De Keyser, R.
    Bonilla, J.
    2008 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION, VOLS 1-3, 2008, : 37 - +
  • [3] Sliding Mode Control for Heaving Wave Energy Converter
    Wahyudie, Addy
    Jama, Muhammad Abdi
    Assi, Ali
    Noura, Hassan
    2013 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), 2013, : 989 - 994
  • [4] Model Predictive Control of a Wave Energy Converter
    Andersen, Palle
    Pedersen, Tom S.
    Nielsen, Kirsten M.
    Vidal, Enrique
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 1540 - 1545
  • [5] An improved model predictive control method for wave energy converters
    Wang, Zhenchun
    Luan, Feng
    Wang, Nianguo
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 5911 - 5916
  • [6] Wave energy converter control using observed model predictive control
    Triki, Houssem E. M.
    Lagoun, Mouna S.
    Bdirina, El Khansa
    2018 6TH INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING & INFORMATION TECHNOLOGY (CEIT), 2018,
  • [7] Model Predictive Control Combined with Sliding Mode Control for Interleaving DC/DC Converter
    Zheng, Lijing
    Huang, Jingjing
    Li, Geng
    Wang, Jinyu
    Zou, Jian
    6TH IEEE INTERNATIONAL CONFERENCE ON PREDICTIVE CONTROL OF ELECTRICAL DRIVES AND POWER ELECTRONICS (PRECEDE 2021), 2021, : 109 - 114
  • [8] Sliding Mode and Fuzzy Logic Control for Heaving Wave Energy Converter
    Wahyudie, Addy
    Jama, Muhammad Abdi
    Assi, Ali
    Noura, Hassan
    2013 IEEE 52ND ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2013, : 1671 - 1677
  • [9] Decentralized Model Predictive Control for Wave Energy Converter Arrays
    Oetinger, Daniela
    Magana, Mario E.
    Sawodny, Oliver
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (04) : 1099 - 1107
  • [10] Cooperative model predictive control for Wave Energy Converter arrays
    Zhang, Zhenquan
    Qin, Jian
    Zhang, Yuchen
    Huang, Shuting
    Liu, Yanjun
    Xue, Gang
    RENEWABLE ENERGY, 2023, 219