A Comprehensive Review on Wind Energy Systems for Electric Power Generation: Current Situation and Improved Technologies to Realize Future Development

Devashish Jha

Abstract


In recent years, interest has risen in renewable energy (RE) sources particularly wind energy for the generation of electricity. The researchers have made several attempt to find the solution for effective utilization of wind energy.  Following the consequence of comprehensive study and extensive research on the topic, wind energy has vastly exploited renewable energy source to produce electricity. The main challenge for wind energy conversion is to cope with erratic nature of wind. The paper seeks to present a review of wind energy conversion system (WECS), highlighting its electrical and control aspects, including short notes on aerodynamics and mechanical features. Capacity of wind power installation of world including India is shown and discussed. The paper investigates the latest associated technology with wind electrical system and future research direction.  


Keywords


Wind energy conversion, Power converters, Pitch control, Maximum power point tracking, Energy storage, Machine/Grid side converter

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References


A. D. Sahin, “Progress and recent trends in wind energy,†Progress in Energy Combustion Sci., vol. 30, no. 5, pp. 501–543, 2004.

Manfred Stiebler, Wind Energy Systems for Electric Power Generation, Springer-Verlag Berlin Heidelberg, 2008.

Kaoshan Dai, Anthony Bergot, Chao Liang, Wei-Ning Xiang, Zhenhua Huang, “Environmental issues associated with wind energy – A review,†Renewable Energy, vol. 75, pp. 911-921, March 2015.

R. Saidur, M. R. Islam, N. A. Rahim, and K. H. Solangi, “A review on global wind energy policy,†Renewable Sustainable Energy Rev., vol. 14, no. 7, pp. 1744–1762, Sept. 2010.

US Department of energy, International energy outlook 2013.Technical report DOE/EIA-0484.US Department of energy, 2013, http://www.eia.gov/forecasts/ieo/pdf/0484 (2013).pdf

National Research Council. Advancing the science of climate change. Washington, DC, USA: The National Academies Press; 2010.

Ying Zuo and Hongyan Liu, "Evaluation on comprehensive benefit of wind power generation and utilization of wind energy," 2012 IEEE International Conference on Computer Science and Automation Engineering, Beijing, pp. 635-638, 22-24 June 2012.

Global wind energy council, “Global wind report-2016-Annual market update.â€

Global wind energy council, India Wind Energy Outlook, 2012.

Gastón Orlando Suvire,†Wind Farm-Technical Regulations, Potential estimation and siting assessment, †intechweb.Org.

Yogesh Kumar, Jordan Ringenberg, Soma Shekara Depuru, Vijay K. Devabhaktuni, Jin Woo Lee, Efstratios Nikolaidis, Brett Andersen, Abdollah Afjeh, “Wind energy: Trends and enabling technologies,†Renewable and Sustainable Energy Reviews, vol. 53, Jan. 2016, pp. 209-224

John K. Kaldellis, D. Zafirakis, “The wind energy evolution: A short review of a long history, Renewable Energy,†vol. 36, Issue 7, pp. 1887-1901, July 2011.

“The inside of a wind turbine,†U.S. Department of energy, Office of Energy Efficiency & Renewable Energy, Washington D.C.

L. H. Hansen, P. H. Madsen, F. Blaabjerg, H. C. Christensen, U. Lindhard and K. Eskildsen, "Generators and power electronics technology for wind turbines," Industrial Electronics Society, 2001. IECON '01. The 27th Annual Conference of the IEEE, Denver, CO, 2001, pp. 2000-2005, 29 Nov-2 Dec. 2001.

J. Lloberas, "Finite-Element Analysis of a 15-MW High-Temperature Superconductor Synchronous Generator for Offshore Wind Energy Applications," IEEE Transactions on Applied Superconductivity, vol. 25, no. 6, pp. 1-7, Dec. 2015.

G. Snitchler, B. Gamble, C. King and P. Winn, "10 MW Class Superconductor Wind Turbine Generators," IEEE Transactions on Applied Superconductivity, vol. 21, no. 3, pp. 1089-1092, June 2011.

K. Suffer, R. Usubamatov, G. Quadir and K. Ismail, "Modeling and Numerical Simulation of a Vertical Axis Wind Turbine Having Cavity Vanes," 2014 5th International Conference on Intelligent Systems, Modelling and Simulation, Langkawi, pp. 479-484, 27-29 Jan. 2014.

P. D. A. Aziz, A. K. R. Mohamad, F. Z. Hamidon, N. Mohamad, N. Salleh and N. M. Yunus, "A simulation study on airfoils using VAWT design for low wind speed application," 2014 4th International Conference on Engineering Technology and Technopreneuship (ICE2T), Kuala Lumpur, pp. 105-109, 27-29 Aug 2014.

Cheng, Z., Wang, K., Gao, Z., and Moan, T, “A comparative study on dynamic responses of spar-type floating horizontal and vertical axis wind turbines,†wind energy, vol. 20, no. 2, pp. 305-323 July 2016.

Wei Qiao and Dingguo Lu, “A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis−Part I: Components and Subsystems,†IEEE Trans Ind. Electron. vol. 62, no. 10, pp. 6536 – 6545, April 2015.

S.M Muyeen, “Wind energy conversion system-Technology and Trends,†Springer –verlag London limited 2012.

Zakariya M. Dalala,, ZakaUllah Zahid, Wensong Yu, Younghoon Cho and Jih-Sheng (Jason) Lai, “Design and Analysis of an MPPT Technique for Small-Scale Wind Energy Conversion Systems,†IEEE Transactions On Energy Conversion, vol. 28, no. 3, pp. 756-767, Sept. 2013.

Rajeev Mittal, K.s. sandhu and D.K Jain , “An overview of some important issue related to wind energy conversion system,†International Journal of Environmental science and development, vol.1, no.4, pp. 351-363, Oct 2010.

Hua Geng and Dewei(David) Xu, “Stability Analysis and Improvements for Variable-Speed Multipole Permanent Magnet Synchronous Generator-Based Wind Energy Conversion System, â€IEEE Trans. On Sustainable Energy, vol. 2, no. 4, pp. 459-467, Oct. 2011.

H. Polinder, F. van der Pijl, G.-J. de Vilder, and P. Tavner, “Comparison of direct-drive and geared generator concepts for wind turbines,†IEEE Trans. Energy Convers., vol. 21, no. 3, pp. 725–733, Sep. 2006.

M. Chinchilla, S. Arnaltes, and J. C. Burgos, “Control of permanent-magnet generators applied to variable-speed wind-energy systems connected to the grid,†IEEE Trans. Energy Convers., vol. 21, no. 2, pp. 130-135, Feb. 2006.

F. Blaabjerg, M. Liserre, &K. Ma, “ Power Electronics Converters for Wind Turbine Systems, †IEEE Trans. Ind. Appl., vol. 48, no. 2, pp. 708-719, Mar. 2012.

C. N. Bhende; S. Mishra; S. G. Malla, “ Permanent magnet based standalone wind energy power supply,†IEEE Transactions on Sustainable Energy, vol. 2, no. 4, pp. 361-373, Oct. 2011.

W. Qiao, X. Yang and X. Gong, "Wind Speed and Rotor Position Sensorless Control for Direct-Drive PMG Wind Turbines," IEEE Transactions on Industry Applications, vol. 48, no. 1, pp. 3-11, Jan.-Feb. 2012.

W. Qiao, L. Qu and R. G. Harley, "Control of IPM Synchronous Generator for Maximum Wind Power Generation Considering Magnetic Saturation," in IEEE Transactions on Industry Applications, vol. 45, no. 3, pp. 1095-1105, May-june 2009.

L. Barote, C. Marinescu, M. N. Cirstea, “Control Structure for Single-Phase Stand-Alone Wind-Based Energy Sources, †IEEE Trans. Ind. Electron., vol. 60, no. 2, pp. 764-772, Feb.2013.

A. Mesemanolis, C. Mademlis and I. Kioskeridis, "Optimal Efficiency Control Strategy in Wind Energy Conversion System With Induction Generator," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 1, no. 4, pp. 238-246, Dec. 2013.

Farret, F.A. and Simões, M.G., Integration of Alternative Sources of Energy, Wiley IEEE Press, 2006.

S. S. Murthy, O. P. Malik and A. K. Tandon, "Analysis of self-excited induction generators," IEE Proceedings C - Generation, Transmission and Distribution, vol. 129, no. 6, pp. 260-265, November 1982.

A. K. Tandon, S. S. Murthy and G. J. Berg, "Steady State Analysis of Capacitor Self-Excited Induction Generators," IEEE Transactions on Power Apparatus and Systems, vol. PAS-103, no. 3, pp. 612-618, March 1984.

Wu B, Lang Y, Zargari N, Kouro S, “Power conversion and control of wind energy system,†1st ed. New Jersy, USA: Wiley; 153-315.

R. Cardenas, R. Pena, S. Alepuz and G. Asher, "Overview of Control Systems for the Operation of DFIGs in Wind Energy Applications," IEEE Transactions on Industrial Electronics, vol. 60, no. 7, pp. 2776-2798, July 2013

G. Snitchler, B. Gamble, C. King and P. Winn,"10 MW Class Superconductor Wind Turbine Generators," IEEE Transactions on Applied Superconductivity, vol. 21, no. 3, pp. 1089-1092, June 2011.

M. E. Khalil, "High temperature superconducting generator design for offshore wind turbine application," Electrical Engineering and Information Communication Technology (ICEEICT), 2015 International Conference on, Dhaka, pp. 1-6, 2015.

L. H. Zheng, X. Q. Li and J. X. Jin, "Technology research of high temperature superconducting wind turbine generator," 2015 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD), Shanghai, China, pp. 5-6, Nov. 20-23.

R. Cardenas-Dobson, W. F. Ray and G. M. Asher, "Switched reluctance generators for wind energy applications", Proc. 26thAnnu.IEEE Power Electron. Specialists Conf., vol. 1, pp. 229-564, 1995.

K. Nakamura , J. Yoshida and O. Ichinokura, "Stator-permanent-magnet reluctance generator using ferrite magnet for small-scale renewable energy generation", EPE J., vol. 20, no. 4, pp. 31-36, 2010.

K. Nakamura and O. Ichinokura, "Super-Multipolar Permanent Magnet Reluctance Generator Designed for Small-Scale Wind-Turbine Generation," IEEE Transactions on Magnetics, vol. 48, no. 11, pp. 3311-3314, Nov. 2012.

F. Blaabjerg, Z. Chen, R. Teodorescu and F. Iov, "Power Electronics in Wind Turbine Systems," Power Electronics and Motion Control Conference, 2006. IPEMC 2006. CES/IEEE 5th International, Shanghai, pp. 1-11, 2006.

F. Blaabjerg and K. Ma, "Future on Power Electronics for Wind Turbine Systems," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 1, no. 3, pp. 139-152, Sept. 2013.

J. Dai, D. Xu and B. Wu, "A Novel Control Scheme for Current-Source-Converter-Based PMSG Wind Energy Conversion Systems," IEEE Transactions on Power Electronics, vol. 24, no. 4, pp. 963-972, April 2009.

J. Yao, H. Li, Y. Liao and Z. Chen, "An Improved Control Strategy of Limiting the DC-Link Voltage Fluctuation for a Doubly Fed Induction Wind Generator," IEEE Transactions on Power Electronics, vol. 23, no. 3, pp. 1205-1213, May 2008.

S. Grabic, N. Celanovic and V. A. Katic, "Permanent Magnet Synchronous Generator Cascade for Wind Turbine Application," IEEE Transactions on Power Electronics, vol. 23, no. 3, pp. 1136-1142, May 2008.

J. Dai, D. Xu and B. Wu, "A Novel Control Scheme for Current-Source-Converter-Based PMSG Wind Energy Conversion Systems," IEEE Transactions on Power Electronics, vol. 24, no. 4, pp. 963-972, April 2009.

I. Abdelsalam, G. P. Adam, D. Holliday and B. W. Williams, "Modified back-to-back current source converter and its application to wind energy conversion systems," IET Power Electronics, vol. 8, no. 1, pp. 103-111, 2015.

F. Iov, F. Blaabjerg, J. Clare, O. Wheeler, A. Rufer, and A. Hyde, “UNIFLEX-PM—A key-enabling technology for future European electricity networks,†EPE J., vol. 19, no. 4, pp. 6–16, 2009.

K. Ma and F. Blaabjerg, “The impact of power switching devices on the thermal performance of a 10 MW wind power NPC converter,†Energies, vol. 5, no. 7, pp. 2559–2577, 2012.

R. Jakob, C. Keller, and B. Gollentz, “3-level high power converter with press pack IGBT,†in Proc. EPE, Sep. 2007, pp. 2–5.

R. Alvarez, F. Filsecker, and S. Bernet, “Comparison of press-pack IGBT at hard switching and clamp operation for medium voltage converters,†Proc. EPE, 2011, pp. 1–10.

S. Teleke, M. E. Baran, A. Q. Huang, S. Bhattacharya and L. Anderson, "Control Strategies for Battery Energy Storage for Wind Farm Dispatching," IEEE Transactions on Energy Conversion, vol. 24, no. 3, pp. 725-732, Sept. 2009.

William F. Pickard, Amy Q. Shen, Nicholas J. Hansing,“Parking the power strategies and physical limitations for bulk energy storage in supply–demand matching on a grid whose input power is provided by intermittent sources,†Renewable and Sustainable Energy Reviews, vol. 13, no. 8, pp. 1934-1945, Oct 2009.

M. Chudy, L. Herbst and J. Lalk, "Wind farms associated with flywheel energy storage plants,†IEEE PES Innovative Smart Grid Technologies, Europe, Istanbul, pp. 1-6, 2014.

S. M. Muyeen, R. Takahashi, T. Murata and J. Tamura, "Integration of an Energy Capacitor System with a Variable-Speed Wind Generator," IEEE Transactions on Energy Conversion, vol. 24, no. 3, pp. 740-749, Sept. 2009.

T. Nam, J. W. Shim and K. Hur, "The Beneficial Role of SMES Coil in DC Lines as an Energy Buffer for Integrating Large Scale Wind Power," IEEE Transactions on Applied Superconductivity, vol. 22, no. 3, pp. 5701404-5701404, June 2012.

] D. L. Yao, S. S. Choi, K. J. Tseng and T. T. Lie, "A Statistical Approach to the Design of a dispatchable Wind Power-Battery Energy Storage System," IEEE Transactions on Energy Conversion, vol. 24, no. 4, pp. 916-925, Dec. 2009.

T. Ise, M. Kita and A. Taguchi, "A hybrid energy storage with a SMES and secondary battery," IEEE Transactions on Applied Superconductivity, vol. 15, no. 2, pp. 1915-1918, June 2005.

Z. Lubosny and J. W. Bialek, "Supervisory Control of a Wind Farm," IEEE Transactions on Power Systems, vol. 22, no. 3, pp. 985-994, Aug. 2007.

T. K. A. Brekken, A. Yokochi, A. von Jouanne, Z. Z. Yen, H. M. Hapke and D. A. Halamay, "Optimal Energy Storage Sizing and Control for Wind Power Applications," IEEE Transactions on Sustainable Energy, vol. 2, no. 1, pp. 69-77, Jan. 2011.

S. Teleke, M. E. Baran, A. Q. Huang, S. Bhattacharya and L. Anderson, "Control Strategies for Battery Energy Storage for Wind Farm Dispatching," IEEE Transactions on Energy Conversion, vol. 24, no. 3, pp. 725-732, Sept. 2009.

F. D. Gonz´alez, A. Sumper, O. G. Bellmunt, and R. V. Robles, “A review of energy storage technologies for wind power applications,†Renewable and Sustainable Energy Rev., vol. 16, no. 4, pp. 2154–2171, May 2012.

A. M. Gee, F. V. P. Robinson and R. W. Dunn, "Analysis of Battery Lifetime Extension in a Small-Scale Wind-Energy System Using Supercapacitors," IEEE Transactions on Energy Conversion, vol. 28, no. 1, pp. 24-33, March 2013.

T. L. Van, T. H. Nguyen and D. C. Lee, "Advanced Pitch Angle Control Based on Fuzzy Logic for Variable-Speed Wind Turbine Systems," IEEE Transactions on Energy Conversion, vol. 30, no. 2, pp. 578-587, June 2015.

Bjørn Skaare,, Bo Hörnsten and Finn Gunnar Nielsen, “Modeling, simulation and control of a wind turbine with a hydraulic transmission system,†Wind Energy, wiley online librarary, vol. 16, Issue 8 , pp. 1259–1276, November 2013.

Xiu-xing Yin, Yong-gang Lin, Wei Li, Ya-jing Gu, Xiao-jun Wang, Peng-fei Lei, Design, modeling and implementation of a novel pitch angle control system for wind turbine, Renewable Energy, Volume 81, pp. 599-608, September 2015.

M. N. Anwar, S. Pan and S. Ghosh, "PI controller design for pitch control of large wind turbine generator," 2015 International Conference on Energy, Power and Environment: Towards Sustainable Growth (ICEPE), Shillong, pp. 1-6, 2015.

Ramji Tiwari, N. Ramesh Babu, Recent developments of control strategies for wind energy conversion system, Renewable and Sustainable Energy Reviews, Volume 66, pp. 268-285, December 2016.

Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari, Pitch angle control using hybrid controller for all operating regions of SCIG wind turbine system, Renewable Energy, Volume 70, pp. 197-203, October 2014.

Sasmita Behera, Bidyadhar Subudhi, Bibhuti Bhusan Pati, “Design of PI Controller in Pitch Control of Wind Turbine: A Comparison of PSO and PS Algorithm,†International Journal of Renewable Energy Research, vol. 6, No 1, pp 271-281, 2016.

S. A. Taher and S. Mansouri, “Optimal PI controller design for active power in grid-connected SOFC DG system,†International Journal of Electrical Power and Energy Systems, Vol. 60, pp. 268–274, 2014. [Online]. Available: http://dx.doi.org/10.1016/j.ijepes.2014.02.010.

Poultangar, R. Shahnazi and M. Sheikhan, “RBF neural network based PI pitch controller for a class of 5-MW wind turbines using particle swarm optimization algorithm,†ISA Transactions Vol.51, pp. 641–648, 2012. [Online]. Available: http://dx.doi.org/ doi:10.1016/j.isatra.2012.06.001

Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari, Pitch angle control using hybrid controller for all operating regions of SCIG wind turbine system, Renewable Energy, Volume 70, pp. 197-203, Oct. 2014.

R. Chedid, F. Mrad and M. Basma, "Intelligent control of a class of wind energy conversion systems," IEEE Transactions on Energy Conversion, vol. 14, no. 4, pp. 1597-1604, Dec. 1999.

The Fuzzy Systems Handbook, Second Edition: A Practitioner's Guide to Building, Using, and Maintaining Fuzzy Systems 2nd Edition by Earl Cox (Author), Michael O'Hagan (Author) Academic press, 1998.

T. L. Van, T. H. Nguyen and D. C. Lee, "Advanced Pitch Angle Control Based on Fuzzy Logic for Variable-Speed Wind Turbine Systems," IEEE Transactions on Energy Conversion, vol. 30, no. 2, pp. 578-587, June 2015.

B. Han, L. Zhou, F. Yang and Z. Xiang, "Individual pitch controller based on fuzzy logic control for wind turbine load mitigation," IET Renewable Power Generation, vol. 10, no. 5, pp. 687-693, 2016.

M.A. Chowdhury, “Smoothing wind power fluctuations by artificial neural network-based pitch angle controller,†International Journal of Renewable Energy Technology, vol. 6, no.3, 2015, pp. 276 – 294.

Yilmaz, A.S. and Z. Ozer, Pitch angle control in wind turbines above the rated wind speed by multi-layer perceptron and radial basis function neural networks. Expert Systems with Applications, 2009. 36(6): p. 9767-9775.

Iman Poultangari, Reza Shahnazi, Mansour Sheikhan, RBF neural network based PI pitch controller for a class of 5-MW wind turbines using particle swarm optimization algorithm, ISA Transactions, vol.51, Issue 5, pp. 641-648, Sept. 2012.

Yaxing Ren, Liuying Li, Joseph Brindley, Lin Jiang, Nonlinear PI control for variable pitch wind turbine, Control Engineering Practice, vol. 50, pp. 84-94, May 2016.

Abdeldjalil Dahbi, Nasreddine Nait-Said, Mohamed-Said Nait-Said, A novel combined MPPT-pitch angle control for wide range variable speed wind turbine based on neural network, International Journal of Hydrogen Energy, vol. 41, Issue 22, pp. 9427-9442, 15 June 2016.

Z. Civelek, E. Çam, M. Lüy and H. Mamur, "Proportional–integral–derivative parameter optimisation of blade pitch controller in wind turbines by a new intelligent genetic algorithm," IET Renewable Power Generation, vol. 10, no. 8, pp. 1220-1228, 2016.

H. Geng and G. Yang, "Robust pitch controller for output power levelling of variable-speed variable-pitch wind turbine generator systems," IET Renewable Power Generation, vol. 3, no. 2, pp. 168 -179, June 2009.

S. Bououden, M. Chadli and H. R. Karimi, "Robust Predictive Control of a variable speed wind turbine using the LMI formalism," 2014 European Control Conference (ECC), Strasbourg, pp.820-825, 2014.

Pedram Bagheri, Qiao Sun, Adaptive robust control of a class of non-affine variable-speed variable-pitch wind turbines with unmodeled dynamics, ISA Transactions, vol. 63, pp. 233-241, July 2016.

H.M. Hassan, A.L. ElShafei, W.A. Farag, M.S. Saad, A robust LMI-based pitch controller for large wind turbines, Renewable Energy, vol. 44, pp. 63-71, Aug. 2012.

Mazhar. H. Baloch, Jie Wang, and Ghulam. S. Kaloi , “A Review of the State of the Art Control Techniques for Wind Energy Conversion System’’ International Journal of Renewable Energy Research, Vol.6, No.4, pp. 1276-1295, 2016.

H. Kasiri, H. R. Momeni, M. Azimi and A. R. Motavalian, "A new hybrid optimal control for WECS using MLP Neural Network and Genetic neuro Fuzzy," The 2nd International Conference on Control, Instrumentation and Automation, Shiraz, pp. 361-366, 2011.

Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari, Pitch angle control using hybrid controller for all operating regions of SCIG wind turbine system, Renewable Energy, vol.70, pp. 197-203, Oct. 2011.

Whei-Min Lin, Chih-Ming Hong, Ting-Chia Ou, Tai-Ming Chiu, Hybrid intelligent control of PMSG wind generation system using pitch angle control with RBFN, Energy Conversion and Management, Volume 52, Issue 2, pp. 1244-1251, February 2011,.

Dipesh Kumar, Kalyan Chatterjee, A review of conventional and advanced MPPT algorithms for wind energy systems, Renewable and Sustainable Energy Reviews, Volume 55, pp. 957-970, Mar. 2016.

S. Zahra Mirbagheri, Saad Mekhilef, S. Mohsen Mirhassani, MPPT with Inc.Cond Method using Conventional Interleaved Boost Converter, Energy Procedia, vol. 42, pp. 24-32, 2013.

H. Yokoyama, F. Tatsuta and S. Nishikata, "Tip speed ratio control of wind turbine generating system connected in series," 2011 International Conference on Electrical Machines and Systems, Beijing, pp. 1-4, 2011.

M. Nasiri, J. Milimonfared, S.H. Fathi, Modeling, analysis and comparison of TSR and OTC methods for MPPT and power smoothing in permanent magnet synchronous generator-based wind turbines, Energy Conversion and Management, Volume 86, pp. 892-900 , Oct. 2014.

M. Barakati, M. Kazerani and D. Aplevich, "Maximum power tracking control for a wind turbine system including a matrix converter," 2009 IEEE Power & Energy Society General Meeting, Calgary,AB, pp.1-1, 2009.

S. S. Kumar, K. Jayanthi and N. S. Kumar, "Maximum power point tracking for a PMSG based variable speed wind energy conversion system using optimal torque control," 2016 International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), Ramanathapuram, India, pp. 347-352, 2016.

M. Nasiri, J. Milimonfared, S.H. Fathi, Modeling, analysis and comparison of TSR and OTC methods for MPPT and power smoothing in permanent magnet synchronous generator-based wind turbines, Energy Conversion and Management, Volume 86, pp. 892-900, October 2014.

J. Lee and Y. S. Kim, "Sensorless fuzzy-logic-based maximum power point tracking control for a small-scale wind power generation systems with a switched-mode rectifier," IET Renewable Power Generation, vol. 10, no. 2, pp. 194-202, Feb. 2016.

Saliha Arezki, and Mohamed Mohamed Boudour, “Solution to the Instability of DC Bus Voltages in Wind Chain Associate to DFIG with MPPT, †International Journal of Renewable Energy Research-IJRER, vol. 2, no. 4, pp. 564-573, 2012.

S. Marmouh, M. Boutoubat and L. Mokrani, "MPPT fuzzy logic controller of a wind energy conversion system based on a PMSG," 2016 8th International Conference on Modelling, Identification and Control (ICMIC), Algiers, pp. 296-302, 2016.

C. Wei, L. Qu and W. Qiao, "Evaluation of ANN estimation-based MPPT control for a DFIG wind turbine," 2014 IEEE Symposium on Power Electronics and Machines for Wind and Water Applications, Milwaukee, WI, pp. 1-6, 2014.

Anil K. Rai, N.D. Kaushika, Bhupal Singh, Niti Agarwal, “Simulation model of ANN based maximum power point tracking controller for solar PV system,†Solar Energy Materials and Solar Cells, vol. 95, Issue 2, pp 773-778, February 2011.

Mohammad Abu Jami, Imam Sutrisno and Jinglu Hu, “Maximum power tracking control for a wind energy conversion system based on a quasi-ARX neural network model, †Transaction of Electrical & Electronics Engineering, vol. 10, Issue 4, pp. 368 375,July 2015.

J. Hussain and M. K. Mishra, "Adaptive Maximum Power Point Tracking Control Algorithm for Wind Energy Conversion Systems," IEEE Transactions on Energy Conversion, vol. 31, no. 2, pp. 697-705, June 2016.

A. Urtasun, P. Sanchis and L. Marroyo, "Small Wind Turbine Sensorless MPPT: Robustness Analysis and Lossless Approach," IEEE Transactions on Industry Applications, vol. 50, no. 6, pp. 4113-4121, Nov.-Dec.2014.

Yacine Daili, Jean-Paul Gaubert, Lazhar Rahmani, Implementation of a new maximum power point tracking control strategy for small wind energy conversion systems without mechanical sensors, Energy Conversion and Management, vol. 97, pp. 298-306, June 2015.

V. Nayanar, N. Kumaresan and N. Ammasai Gounden, "A Single-Sensor-Based MPPT Controller for Wind-Driven Induction Generators Supplying DC Microgrid," IEEE Transactions on Power Electronics, vol. 31, no. 2, pp. 1161-1172, Feb. 2016.

C. Wei, Z. Zhang, W. Qiao and L. Qu, "An Adaptive Network-Based Reinforcement Learning Method for MPPT Control of PMSG Wind Energy Conversion Systems," IEEE Transactions on Power Electronics, vol. 31, no. 11, pp. 7837-7848, Nov. 2016.

J. Lee and Y. S. Kim, "Sensorless fuzzy-logic-based maximum power point tracking control for a small-scale wind power generation systems with a switched-mode rectifier," IET Renewable Power Generation, vol.10, no.2, pp. 194-202 , 2016.

J. Lee and Y. S. Kim, "Sensorless fuzzy-logic-based maximum power point tracking control for a small-scale wind power generation systems with a switched-mode rectifier," IET Renewable Power Generation, vol. 10, no. 2, pp. 194-202, Feb. 2016.

Maryam Moazen , Rasool Kazemzade , Mohammad-Reza Azizian, “Power Control of BDFRG Variable-Speed Wind Turbine System Covering All Wind Velocity Ranges, †International journal of renewable energy research-IJRER, vol.6, no. 2, pp. 477-486, 2016.

K. Belmokhtar, M.L. Doumbia, K. Agbossou, Novel fuzzy logic based sensorless maximum power point tracking strategy for wind turbine systems driven DFIG (doubly-fed induction generator), Energy, vol. 76, no. 1, pp. 679-693 Nov. 2014.

Youssef Errami, Mohammed Ouassaid, Mohamed Cherkaoui, and Mohamed Maaroufi, “Maximum Power Point Tracking Control Based on a Nonlinear Backstepping Approach for a Permanent Magnet Synchronous Generator Wind Energy Conversion System Connected to a Utility Grid ,†Energy Technology, vol 3, no. 7, pp. 743-757, June 2015.

J. W. Choi, S. Y. Heo and M. K. Kim, "Hybrid operation strategy of wind energy storage system for power grid frequency regulation," in IET Generation, Transmission & Distribution, vol. 10, no. 3, pp. 736-749, 2016.

C. Busca, A. I. Stan, T. Stanciu and D. I. Stroe, "Control of Permanent Magnet Synchronous Generator for large wind turbines," 2010 IEEE International Symposium on Industrial Electronics, Bari, pp. 3871-3876, 2010.

Model Predictive Control of Wind Energy Conversion Systems, Venkata Yaramasu, Bin Wu John Wiley & Sons, 14-Dec-2016.

Djamila Rekioua, Wind Power Electric Systems: Modeling, Simulation and Control.

Mehdi Allagui, OthmanBk Hasnaoui & Jamel Belhadj, “A 2MW direct drive wind turbine; vector control and direct torque control techniques comparison,†Journal of Energy in Southern Africa, Vol 25, no 2, pp. 117-126, May 2014.

T. K. A. Brekken and N. Mohan, "Control of a Doubly Fed Induction Wind Generator Under Unbalanced Grid Voltage Conditions," IEEE Transactions on Energy Conversion, vol. 22, no. 1, pp. 129-135, March 2007.

L. Xu and Y.Wang, “Dynamic modeling and control of DFIG-based wind turbines under unbalanced network conditions,†IEEE Trans. Power Syst., vol. 22, no. 1, pp. 314–323, Feb. 2007.

G. Abad, M. Ã. Rodríguez, G. Iwanski and J. Poza, "Direct Power Control of Doubly-Fed-Induction-Generator-Based Wind Turbines Under Unbalanced Grid Voltage," IEEE Transactions on Power Electronics, vol. 25, no. 2, pp. 442-452, Feb. 2010..

Phan, V.-T., Lee, H.-H. “Improved predictive current control for unbalanced stand-alone doubly-fed induction generator-based wind power systems,†IET Electr. Power Appl. vol. 5, no.3, pp. 275–287, 2011.

Martinez, M.I., Susperregui, A., Tapia, G., Xu, L. “Sliding-mode control of a wind turbine-driven double-fed induction generator under non-ideal grid voltagesâ€, IET Renew. Power Gener, vol.7, no. 4, pp. 370–379, 2013.

J. Hu, J. Zhu and D. G. Dorrell, "Predictive Direct Power Control of Doubly Fed Induction Generators Under Unbalanced Grid Voltage Conditions for Power Quality Improvement," IEEE Transactions on Sustainable Energy, vol. 6, no. 3, pp. 943-950, July 2015.

X. Yuan et. al., “DC-link voltage control of a full power converter for wind generator operating in weak-grid systems,†IEEE Trans. Power Electron., vol. 24, no. 9, pp. 2178–2192, Sep. 2009.




DOI (PDF): https://doi.org/10.20508/ijrer.v7i4.6264.g7219

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