Generalized Predictive Control of Standalone Wind Energy Generation System

The irregularity of the generated power from wind turbines is caused by the stochastic nature of the wind. It can affect the quality of power and plan of the power supply system. The purpose of control is to adjust the inverter voltage's amplitude and frequency at a variable speed of the wind. This article presents a Generalized Predictive Control application to a wind power converting system with emphasis on the Maximum Power Point Tracking (MPPT). The controller developed consists RST regulator obtained GPC. This equivalent polynomial structure is needed to convert the GPC parameters to be monitored to its RST equivalent parameters. The obtained results have shown that the Generalized Predictive Controller performances were largely better than the PI ones.

[1]  Michael Negnevitsky,et al.  Voltage and frequency stabilisation of wind-diesel hybrid remote area power systems , 2009, 2009 Australasian Universities Power Engineering Conference.

[2]  Jay H. Lee,et al.  Model predictive control: Review of the three decades of development , 2011 .

[3]  Didier Dumur,et al.  A new RST cascaded predictive control scheme for induction machines , 1999, Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328).

[4]  Hui Li,et al.  Neural-network-based sensorless maximum wind energy capture with compensated power coefficient , 2004, IEEE Transactions on Industry Applications.

[5]  Michael J. Grimble,et al.  A generalized predictive control benchmark index for MIMO systems , 2002, Proceedings of the International Conference on Control Applications.

[6]  Dennis Y.C. Leung,et al.  Wind energy development and its environmental impact: A review , 2012 .

[7]  Vaughn Nelson Wind Energy: Renewable Energy and the Environment , 2009 .

[8]  David W. Clarke,et al.  Generalized Predictive Control - Part II Extensions and interpretations , 1987, Autom..

[9]  Hee-Sang Ko,et al.  Modeling and control of PMSG-based variable-speed wind turbine , 2010 .

[10]  Mehrdad Kazerani,et al.  An analytical literature review of stand-alone wind energy conversion systems from generator viewpoint , 2013 .

[11]  Yongdong Li,et al.  A modified vector control strategy for DFIG based wind turbines to Ride-Through voltage dips , 2009, 2009 13th European Conference on Power Electronics and Applications.

[12]  E. Camacho,et al.  Generalized Predictive Control , 2007 .

[13]  Junji Tamura,et al.  Variable speed wind turbine generator system with current controlled voltage source inverter , 2011 .

[14]  M. Chinchilla,et al.  Control of permanent-magnet generators applied to variable-speed wind-energy systems connected to the grid , 2006, IEEE Transactions on Energy Conversion.

[15]  Toufik Rekioua,et al.  Real time simulation of nonlinear generalized predictive control for wind energy conversion system with nonlinear observer. , 2014, ISA transactions.

[16]  Bruno Sareni,et al.  Integrated Optimal Design of a Passive Wind Turbine System: An Experimental Validation , 2010, IEEE Transactions on Sustainable Energy.

[17]  Omar Badran,et al.  Wind turbine utilization for water pumping in Jordan , 2003 .

[18]  S. Tnani,et al.  Synchronous generator output voltage control via a generalized predictive R S T controller , 2008, 2008 IEEE International Symposium on Industrial Electronics.

[19]  N S Jayalakshmi,et al.  Maximum Power Point Tracking for Grid Integrated Variable Speed Wind based DG System with Dynamic Load , 2014 .

[20]  Xavier Roboam,et al.  Architecture Complexity and Energy Efficiency of Small Wind Turbines , 2007, IEEE Transactions on Industrial Electronics.

[21]  Balasaheb M. Patre,et al.  Generalized Predictive Control and Neural Generalized Predictive Control , 2008 .

[22]  Marko Bacic,et al.  Model predictive control , 2003 .

[23]  Jakob Mann,et al.  Environmental impact of wind energy , 2013 .

[24]  Chih-Hong Lin,et al.  Recurrent modified Elman neural network control of PM synchronous generator system using wind turbine emulator of PM synchronous servo motor drive , 2013 .

[25]  Didier Dumur,et al.  Advantages of an Open Architecture Structure for the Design of Predictive Controllers for Motor Drives , 1998 .

[26]  M. Negnevitsky,et al.  Control strategy of a stand-alone variable speed wind turbine with integrated energy storage system using NPC converter , 2011, 2011 IEEE Power and Energy Society General Meeting.

[27]  Michael Negnevitsky,et al.  A Novel Control Strategy for a Variable Speed Wind Turbine with a Permanent Magnet Synchronous Generator , 2008, 2008 IEEE Industry Applications Society Annual Meeting.

[28]  J. A. Rossiter,et al.  Model-Based Predictive Control : A Practical Approach , 2017 .

[29]  Kenneth E. Okedu,et al.  Hybrid Control Strategy for Variable Speed Wind Turbine Power Converters , 2013, Enhanced Power Grid Stability Using Doubly-Fed Induction Generators.

[30]  Didier Dumur,et al.  Design of an open architecture structure for implementation of predictive controllers for motor drives , 1998, Proceedings of the 1998 IEEE International Conference on Control Applications (Cat. No.98CH36104).

[31]  Jochen Twele,et al.  Wind Power Plants: Fundamentals, Design, Construction and Operation , 2011 .

[32]  David Q. Mayne,et al.  Model predictive control: Recent developments and future promise , 2014, Autom..

[33]  Michael J. Grimble,et al.  Predictive control for industrial applications , 2000, Annu. Rev. Control..

[34]  Abdenour Abdelli,et al.  Optimization of a small passive wind turbine generator with multiobjective genetic algorithms , 2007 .

[35]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[36]  W. Marsden I and J , 2012 .