Energy-maximising moment-based constrained optimal control of ocean wave energy farms

被引:13
作者
Faedo, Nicolas [1 ]
Scarciotti, Giordano [2 ]
Astolfi, Alessandro [2 ,3 ]
Ringwood, John V. [4 ]
机构
[1] Politecn Torino, Dept Mech & Aerosp Engn, Marine Offshore Renewable Energy Lab, Turin, Italy
[2] Imperial Coll London, Dept Elect & Elect Engn, London, England
[3] Univ Roma Tor Vergata, Dept Civil Engn & Comp Sci Engn, Rome, Italy
[4] Maynooth Univ, Ctr Ocean Energy Res, Dept Elect Engn, Kildare, Ireland
基金
爱尔兰科学基金会;
关键词
MODEL-PREDICTIVE CONTROL; ARRAYS; CONVERTERS; SYSTEMS; REDUCTION;
D O I
10.1049/rpg2.12284
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Successful commercialisation of wave energy technology inherently incorporates the concept of an array of wave energy converters (WECs). These devices, which constantly interact via hydrodynamic effects, require optimised control that can guarantee maximum energy extraction from incoming ocean waves while ensuring, at the same time, that any physical limitations associated with device and actuator systems are being consistently respected. This paper presents a moment-based energy-maximising optimal control framework for WECs arrays subject to state and input constraints. The authors develop a framework under which the objective function (and system variables) can be mapped to a finite-dimensional tractable quadratic program (QP), which can be efficiently solved using state-of-the-art solvers. Moreover, the authors show that this QP is always concave, i.e. existence and uniqueness of a globally optimal solution is guaranteed under this moment-based framework. The performance of the proposed strategy is demonstrated through a case study, where (state and input constrained) energy-maximisation for a WEC farm composed of CorPower-like WEC devices is considered.
引用
收藏
页码:3395 / 3408
页数:14
相关论文
共 38 条
[1]  
[Anonymous], 2004, Convex Optim, DOI DOI 10.1017/CBO9780511804441
[2]  
[Anonymous], 1996, Noninear Systems
[3]   Model Reduction by Moment Matching for Linear and Nonlinear Systems [J].
Astolfi, Alessandro .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (10) :2321-2336
[4]   Constrained control of arrays of wave energy devices [J].
Bacelli, Giorgio ;
Ringwood, John .
INTERNATIONAL JOURNAL OF MARINE ENERGY, 2013, 3-4 (3-4) :E53-E69
[5]   Coordinated Control of Arrays of Wave Energy Devices-Benefits Over Independent Control [J].
Bacelli, Giorgio ;
Balitsky, Philip ;
Ringwood, John V. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2013, 4 (04) :1091-1099
[6]   KRONECKER PRODUCTS AND MATRIX CALCULUS IN SYSTEM THEORY [J].
BREWER, JW .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1978, 25 (09) :772-781
[7]  
Chakraborty UK, 2008, STUD COMPUT INTELL, V143, P1, DOI 10.1007/978-3-540-68830-3
[8]  
Cummins W., 1962, Research and Development Report, DOI DOI 10.1179/2056711115Y.00000000001
[9]  
Edenhofer O, 2011, RENEWABLE ENERGY SOURCES AND CLIMATE CHANGE MITIGATION: SPECIAL REPORT OF THE INTERGOVERNMENTAL PANEL ON CLIMATE CHANGE, P1
[10]  
Evans D.V., 1979, Proceedings of the first symposium on wave energy utilization, P77