Stabilization of power output and platform motion of a floating offshore wind turbine-generator system using model predictive control based on previewed disturbances

Abstract Model predictive control of a floating offshore wind turbine-generator system, in which wave height as well as inflow wind speed is regarded as the previewed disturbances, is developed to stabilize power output and platform motion and reduce dynamic loads at mechanical and supporting components at high wind speeds. First, the internal model to predict dynamic control behaviors to previewed disturbances is identified from an aero-elastic-hydro-control coupled simulation result, in which pseudorandom binary sequence signals are added to the manipulated variables calculated in a gain-scheduling feedback controller of the generator speed to satisfy a persistently exciting condition. Second, an aero-elastic-hydro-control coupled simulation using the developed model predictive control is performed for a 5-MW floating offshore wind turbine-generator system. The identified internal model has a high prediction accuracy of the system outputs by regarding the spatial mean wind speed in the swept area of the wind turbine as a rotor effective wind speed. The simulation results under turbulent wind fields and irregular wave height variations reveal that the stabilization of the power output and platform motion and the dynamic load reduction are achieved by employing the developed model predictive control with a perfect preview of the wind speed and wave height.

[1]  Boris Fischer,et al.  Reducing rotor speed variations of floating wind turbines by compensation of non-minimum phase zeros , 2013 .

[2]  Keiji Konishi,et al.  Blade Pitch Angle Control for Floating Offshore Wind Turbines by Model Predictive Control , 2015 .

[3]  Ryohei Yokoyama,et al.  Novel parameter settings for gain-scheduled feedback control of rotational speed in a floating offshore wind turbine–generator system , 2017 .

[4]  Karl Stol,et al.  Performance analysis of individual blade pitch control of offshore wind turbines on two floating platforms , 2011 .

[5]  Maurizio Collu,et al.  Preliminary design of a floating support structure for a 5 MW offshore wind turbine , 2012 .

[6]  Taeseong Kim,et al.  Experimental analysis of the scaled DTU10MW TLP floating wind turbine with different control strategies , 2020 .

[7]  Harald G. Svendsen,et al.  Floating offshore turbines , 2015 .

[8]  Michel Verhaegen,et al.  Identification of the deterministic part of MIMO state space models given in innovations form from input-output data , 1994, Autom..

[9]  Jan M. Maciejowski,et al.  Predictive control : with constraints , 2002 .

[10]  C. Guérin,et al.  Experimental and numerical assessment of deterministic nonlinear ocean waves prediction algorithms using non-uniformly sampled wave gauges , 2020, Ocean Engineering.

[11]  Ryohei Yokoyama,et al.  Multiple-feedback control of power output and platform pitching motion for a floating offshore wind turbine-generator system , 2017 .

[12]  N. D. Hatziargyriou,et al.  Offshore floating wind parks in the deep waters of Mediterranean Sea , 2015 .

[13]  David Schlipf,et al.  Nonlinear model predictive control of wind turbines using LIDAR , 2013 .

[14]  S. Yoshida,et al.  Proposal for a lower limit control of a generator’s torque based on the nacelle wind speed and demonstration results using a full-scale spar-type floating offshore wind turbine , 2020, Wind Engineering.

[15]  X. Costoya,et al.  Europe, China and the United States: Three different approaches to the development of offshore wind energy , 2019, Renewable and Sustainable Energy Reviews.

[16]  Carlo L. Bottasso,et al.  LiDAR-enabled model predictive control of wind turbines with real-time capabilities , 2014 .

[17]  Jianzhong Xu,et al.  Smart control of fatigue loads on a floating wind turbine with a tension-leg-platform , 2019, Renewable Energy.

[18]  J. W. van Wingerden,et al.  Predictive control of an experimental wind turbine using preview wind speed measurements , 2015 .

[19]  Torben J. Larsen,et al.  A method to avoid negative damped low frequent tower vibrations for a floating, pitch controlled wind turbine , 2007 .

[20]  Tomoaki Utsunomiya,et al.  Experimental results of floating platform vibration control with mode change function using full-scale spar-type floating offshore wind turbine , 2017 .

[21]  J. Jonkman,et al.  Definition of a 5-MW Reference Wind Turbine for Offshore System Development , 2009 .

[22]  Matthew A. Lackner,et al.  Controlling Platform Motions and Reducing Blade Loads for Floating Wind Turbines , 2009 .

[23]  Hamid Reza Karimi,et al.  Linear parameter-varying modelling and control of an offshore wind turbine with constrained information , 2014 .

[24]  Yu Ma,et al.  Wave forecast and its application to the optimal control of offshore floating wind turbine for load mitigation , 2018, Renewable Energy.

[25]  Iker Elorza,et al.  An Advanced Control Technique for Floating Offshore Wind Turbines Based on More Compact Barge Platforms , 2018 .

[26]  Jason Jonkman,et al.  Definition of the Floating System for Phase IV of OC3 , 2010 .

[27]  Santiago Alonso-Quesada,et al.  Alternative linearisation methodology for aero-elastic Floating Offshore Wind Turbine non-linear models , 2018, Journal of Physics: Conference Series.

[28]  S. Yoshida,et al.  A study on the platform-pitching vibration of floating offshore wind turbines based on classical control theory , 2020, Wind Engineering.

[29]  Ryozo Nagamune,et al.  Gain-scheduling control of a floating offshore wind turbine above rated wind speed , 2015 .

[30]  J. A. Rossiter,et al.  Preview predictive control layer design based upon known wind turbine blade-pitch controllers: MPC layer design based upon known blade-pitch controllers , 2017 .

[31]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[32]  B. Jonkman Turbsim User's Guide: Version 1.50 , 2009 .

[33]  Karl Stol,et al.  Individual blade pitch control of floating offshore wind turbines , 2010 .

[34]  M. H. Kim,et al.  The effects of blade-pitch control on the performance of semi-submersible-type floating offshore wind turbines , 2018 .

[35]  Iker Elorza,et al.  A Feedback Control Loop Optimisation Methodology for Floating Offshore Wind Turbines , 2019 .

[36]  Xin Li,et al.  Load control of floating wind turbine on a Tension-Leg-Platform subject to extreme wind condition , 2020 .

[37]  David Schlipf,et al.  Robust gain scheduling baseline controller for floating offshore wind turbines , 2019, Wind Energy.

[38]  Hazim Namik,et al.  Individual Blade Pitch Control of a Spar-Buoy Floating Wind Turbine , 2014, IEEE Transactions on Control Systems Technology.

[39]  Lucy Y. Pao,et al.  Collective pitch feedforward control of floating wind turbines using lidar , 2015 .

[40]  Kazuhiro Iijima,et al.  Experimental validation of model‐based blade pitch controller design for floating wind turbines: system identification approach , 2017 .

[41]  Jason Jonkman,et al.  Dynamics Modeling and Loads Analysis of an Offshore Floating Wind Turbine , 2007 .