Optimizing energy production of an Inertial Sea Wave Energy Converter via Model Predictive Control

被引:21
|
作者
Bracco, G. [1 ]
Canale, M. [2 ]
Cerone, V [2 ]
机构
[1] Politecn Torino, Dipartimento Ingn Meccan & Aerospaziale, Turin, Italy
[2] Politecn Torino, Dipartimento Automat & Informat, Turin, Italy
关键词
Wave energy; Inertial Sea Wave Energy Converter; Model Predictive Control; ISWEC;
D O I
10.1016/j.conengprac.2020.104299
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce an original Model Predictive Control (MPC) approach, aimed at optimizing the energy production of an Inertial Sea Wave Energy Converter (ISWEC). The aim of the proposed method is to handle the performance tradeoff among different control objectives such as energy production, control effort and speed limitation through a suitable MPC formulation. Mechanical and electrical physical constraints are taken into account to ensure proper working conditions to the ISWEC system. We employ a linear model of the ISWEC device to cast the underlying MPC optimization problem as a quadratic program, to allow a fast online implementation of the controller by means of an efficient solver. We introduce extensive simulation tests performed on a detailed nonlinear ISWEC model to show the effectiveness of the presented approach.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Energy harvesting optimization of an Inertial Sea Wave Energy Converter through Model Predictive Control
    Braco, G.
    Canale, M.
    Cerone, V
    2019 IEEE 15TH INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2019, : 85 - 90
  • [2] 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
  • [3] 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
  • [4] 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
  • [5] 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,
  • [6] Economic Model Predictive Control of a Point Absorber Wave Energy Converter
    Jia, Yubin
    Meng, Ke
    Dong, Lu
    Liu, Tongming
    Sun, Changyin
    Dong, Zhao Yang
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2021, 12 (01) : 578 - 586
  • [7] Model Predictive Control of Wave Energy Converter With Marine Predators Algorithm
    Fang H.
    Wei X.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2024, 44 (04): : 1468 - 1480
  • [8] DEVELOPMENT OF A MODEL PREDICTIVE CONTROLLER FOR THE WAVE ENERGY CONVERTER CONTROL COMPETITION
    Ling, Bradley A.
    PROCEEDINGS OF THE ASME 38TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, 2019, VOL 10, 2019,
  • [9] Nonlinear Model Predictive Control of a Point Absorber Wave Energy Converter
    Richter, Markus
    Magana, Mario E.
    Sawodny, Oliver
    Brekken, Ted K. A.
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2013, 4 (01) : 118 - 126
  • [10] Model Predictive Control of a Wave Energy Converter Using Duality Techniques
    Kody, Alyssa
    Tom, Nathan
    Scruggs, Jeffrey
    2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, : 5444 - 5451