Real-Time Solution to Quadratically Constrained Quadratic Programs for Predictive Converter Control

被引:0
|
作者
Chen, Zhe [1 ]
Verschueren, Robin
Almeer, Stefan [2 ]
Banjac, Goran [3 ]
机构
[1] Ecole Polytech Fed Lausanne, Lausanne, Switzerland
[2] ABB Corp Res, Baden, Switzerland
[3] Swiss Fed Inst Technol, Zurich, Switzerland
来源
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
关键词
Predictive control; Embedded systems; Inverters; Efficient algorithms; Operator splitting method; Riccati-based interior-point method;
D O I
10.1016/j.ifacol.2020.12.252
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 considers the real-time implementation of MPC tailored to voltage source converters with inductive-capacitive filter. Previous work has shown that the nonlinear and non-convex MPC problem can be equivalently formulated as a convex quadratically constrained quadratic program (QCQP). We develop two tailored algorithms based on the OSQP and HPIPM solvers to efficiently solve this QCQP. As the aforementioned solvers do not support quadratic constraints, we extend them so that they can solve QCQPs. We provide numerical comparison between the proposed methods and state-of-the-art solvers and show that our solvers are suitable for embedded applications. Copyright (C) 2020 The Authors.
引用
收藏
页码:13436 / 13441
页数:6
相关论文
共 50 条
  • [31] AN ITERATIVE RANK PENALTY METHOD FOR NONCONVEX QUADRATICALLY CONSTRAINED QUADRATIC PROGRAMS
    Sun, Chuangchuang
    Dai, Ran
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 57 (06) : 3749 - 3766
  • [32] Maximizing perturbation radii for robust convex quadratically constrained quadratic programs
    Yu, Pengfei
    Gao, Ruotian
    Xing, Wenxun
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 293 (01) : 50 - 64
  • [33] Exact SDP relaxations of quadratically constrained quadratic programs with forest structures
    Godai Azuma
    Mituhiro Fukuda
    Sunyoung Kim
    Makoto Yamashita
    Journal of Global Optimization, 2022, 82 : 243 - 262
  • [34] Quadratically Constrained Quadratic Programs on Acyclic Graphs With Application to Power Flow
    Bose, Subhonmesh
    Gayme, Dennice F.
    Chandy, K. Mani
    Low, Steven H.
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2015, 2 (03): : 278 - 287
  • [35] A Complementary Cutting Plane Approach for Nonconvex Quadratically Constrained Quadratic Programs
    You, Sixiong
    Wan, Changhuang
    Dai, Ran
    2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2018, : 1 - 7
  • [36] Exact SDP relaxations of quadratically constrained quadratic programs with forest structures
    Azuma, Godai
    Fukuda, Mituhiro
    Kim, Sunyoung
    Yamashita, Makoto
    JOURNAL OF GLOBAL OPTIMIZATION, 2022, 82 (02) : 243 - 262
  • [37] An active set quadratic programming algorithm for real-time model predictive control
    Das, Indraneel
    OPTIMIZATION METHODS & SOFTWARE, 2006, 21 (05): : 833 - 849
  • [38] Real-Time Control Allocation for Autonomous Surface Vehicle Using Constrained Quadratic Programming
    Xiaocheng Liu
    Zhihuan Hu
    Ziheng Yang
    Weidong Zhang
    Guidance,Navigation and Control, 2021, (04) : 65 - 82
  • [39] Mismatched Filter Optimization for Radar Applications Using Quadratically Constrained Quadratic Programs
    Rabaste, Olivier
    Savy, Laurent
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2015, 51 (04) : 3107 - 3122
  • [40] A distributed algorithm for high-dimension convex quadratically constrained quadratic programs
    Chen, Run
    Liu, Andrew L.
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 80 (03) : 781 - 830