首页 | 本学科首页   官方微博 | 高级检索  
     

基于模型预测的波能转换装置阵列的控制策略(英文)
引用本文:Qian Zhong,Ronald W.Yeung. 基于模型预测的波能转换装置阵列的控制策略(英文)[J]. 船舶与海洋工程学报, 2019, 0(1): 26-37
作者姓名:Qian Zhong  Ronald W.Yeung
作者单位:Department of Mechanical Engineering
摘    要:To facilitate the commercialization of wave energy in an array or farm environment, effective control strategies for improving energy extraction efficiency of the system are important. In this paper, we develop and apply model-predictive control(MPC) to a heaving point-absorber array, where the optimization problem is cast into a convex quadratic programming(QP)formulation,which can be efficiently solved by a standard QP solver. We introduced a term for penalizing large slew rates in the cost function to ensure the convexity of this function. Constraints on both range of the states and the input capacity can be accommodated. The convex formulation reduces the computational hurdles imposed on conventional nonlinear MPC. For illustration of the control principles,a point-absorber approximation is adopted to simplify the representation of the hydrodynamic coefficients among the array by exploiting the small devices to wavelength assumption. The energycapturing capabilities of a two-cylinder array in regular and irregular waves are investigated. The performance of the MPC for this two-WEC array is compared to that for a single WEC, and the behavior of the individual devices in head or beam wave configuration is explained. Also shown is the reactive power required by the power takeoff system to achieve the performance.

关 键 词:Wave-energy  conversion  Wave-energy  ARRAYS  Point-absorber  approximation  Model  PREDICTIVE  control  CONVEX  formulation

Model-Predictive Control Strategy for an Array of Wave-Energy Converters
Qian Zhong,Ronald W.Yeung. Model-Predictive Control Strategy for an Array of Wave-Energy Converters[J]. Journal of Marine Science and Application, 2019, 0(1): 26-37
Authors:Qian Zhong  Ronald W.Yeung
Abstract:To facilitate the commercialization of wave energy in an array or farm environment, effective control strategies for improving energy extraction efficiency of the system are important. In this paper, we develop and apply model-predictive control(MPC) to a heaving point-absorber array, where the optimization problem is cast into a convex quadratic programming(QP)formulation,which can be efficiently solved by a standard QP solver. We introduced a term for penalizing large slew rates in the cost function to ensure the convexity of this function. Constraints on both range of the states and the input capacity can be accommodated. The convex formulation reduces the computational hurdles imposed on conventional nonlinear MPC. For illustration of the control principles,a point-absorber approximation is adopted to simplify the representation of the hydrodynamic coefficients among the array by exploiting the small devices to wavelength assumption. The energycapturing capabilities of a two-cylinder array in regular and irregular waves are investigated. The performance of the MPC for this two-WEC array is compared to that for a single WEC, and the behavior of the individual devices in head or beam wave configuration is explained. Also shown is the reactive power required by the power takeoff system to achieve the performance.
Keywords:Wave-energy conversion  Wave-energyarrays  Point-absorber approximation  Model predictive control  Convex formulation
本文献已被 CNKI 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号