Energy-maximising control of wave energy converters using a moment-domain representation

被引:59
作者
Faedo, Nicolas [1 ]
Scarciotti, Giordano [2 ]
Astolfi, Alessandro [2 ,3 ]
Ringwood, John V. [1 ]
机构
[1] Maynooth Univ, Ctr Ocean Energy Res, Maynooth, Kildare, Ireland
[2] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
[3] Univ Roma Tor Vergata, Dept Civil Engn & Comp Sci Engn, I-00133 Rome, Italy
基金
爱尔兰科学基金会; 欧盟地平线“2020”;
关键词
Optimal control; Wave energy converter; Phasor transform; Energy maximisation; Moment domain; MODEL-REDUCTION; PREDICTION;
D O I
10.1016/j.conengprac.2018.08.010
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wave Energy Converters (WECs) have to be controlled to ensure maximum energy extraction from waves while considering, at the same time, physical constraints on the motion of the real device and actuator characteristics. Since the control objective for WECs deviates significantly from the traditional reference "tracking" problem in classical control, the specification of an optimal control law, that optimises energy absorption under different sea-states, is non-trivial. Different approaches based on optimal control methodologies have been proposed for this energy-maximising objective, with considerable diversity on the optimisation formulation. Recently, a novel mathematical tool to compute the steady-state response of a system has been proposed: the moment-based phasor transform. This mathematical framework is inspired by the theory of model reduction by moment-matching and considers both continuous and discontinuous inputs, depicting an efficient and closed-form method to compute such a steady-state behaviour. This study approaches the design of an energy-maximising optimal controller for a single WEC device by employing the moment-based phasor transform, describing a pioneering application of this novel moment-matching mathematical scheme to an optimal control problem. Under this framework, the energy-maximising optimal control formulation is shown to be a strictly concave quadratic program, allowing the application of well-known efficient real-time algorithms.
引用
收藏
页码:85 / 96
页数:12
相关论文
共 37 条
  • [1] [Anonymous], RENEWABLE ENERGY SOU
  • [2] [Anonymous], ELECT CIRCUITS
  • [3] [Anonymous], 1964, 5 S NAV HYDR
  • [4] [Anonymous], 1962, SCHIFFSTECKNIK
  • [5] [Anonymous], 2002, OCEAN WAVES OSCILLAT, DOI DOI 10.1017/CBO9780511754630
  • [6] ANTOULAS A. C., 2005, ADV DES CONTROL, DOI 10.1137/1.9780898718713
  • [7] Model Reduction by Moment Matching for Linear and Nonlinear Systems
    Astolfi, Alessandro
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (10) : 2321 - 2336
  • [8] Bacelli G., 2011, P IFAC WORLD C MIL, V44, p11387 , DOI DOI 10.3182/20110828-6-IT-1002.03694
  • [9] Numerical Optimal Control of Wave Energy Converters
    Bacelli, Giorgio
    Ringwood, John V.
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (02) : 294 - 302
  • [10] Boyd L., 2004, CONVEX OPTIMIZATION