The Validation and Implementation of the Second-Order Adaptive Fuzzy Logic Controller of a Double-Fed Induction Generator in an Oscillating Water Column

被引:5
作者
Elnaghi, Basem E. [1 ]
Abelwhab, M. N. [1 ]
Mohammed, Reham H. [2 ]
Abdel-Kader, Fathy El Sayed [3 ]
Ismaiel, Ahmed M. [1 ]
Dessouki, Mohamed E. [4 ,5 ]
机构
[1] Suez Canal Univ, Fac Engn, Elect Machine & Power Dept, Ismailia 41522, Egypt
[2] Suez Canal Univ, Fac Engn, Elect Comp & Engn Dept, Ismailia 41522, Egypt
[3] Menoufia Univ, Fac Engn, Elect Machine & Power Dept, Menoufia 32611, Egypt
[4] King Abdulaziz Univ, Fac Engn, Elect Engn Dept, Rabigh 25732, Saudi Arabia
[5] Port Said Univ, Fac Engn, Elect Engn Dept, Port Said 42523, Egypt
关键词
DFIG; oscillating water column power plant; SO-AFLC; MPPT; WIND TURBINES; MOTOR DRIVE; ENERGY; POWER;
D O I
10.3390/electronics13020291
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a second-order adaptive fuzzy logic controller (SO-AFLC) to improve the performance of a grid-connected double-fed induction generator (DFIG) in an oscillating water column power plant (OWCPP). The proposed SO-AFLC was used to improve the maximum power point tracking (MPPT), DC link voltage stability, and reactive power tracking for the DFIG oscillating water column power plant. The SO-AFLC reduces oscillations, overshooting, and mean square error. The SO-AFLC improved the mean square error by 40.4% in comparison to the adaptive fuzzy logic controller (AFLC) and by 84.9% in comparison to the proportional-integral differential controllers (PIDs). To validate the simulation results, an experimental investigation was performed on the Dspace DS 1104 control board. The SO-AFLC shows a faster response time, reduced undershooting, lower peak overshooting, and very low steady-state error in terms of DC link voltage, rotor speed, and maximum power point tracking. Moreover, the integral absolute error (IAE) index of the oscillating water column turbine was calculated. This index is meant to evaluate the SO-AFLC's feasibility against the PID and AFLC under the same wave conditions.
引用
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页数:21
相关论文
共 36 条
[1]   Wind speed estimation MPPT technique of DFIG-based wind turbines theoretical and experimental investigation [J].
Abdellatif, Walid S. E. ;
Hamada, A. M. ;
Abdelwahab, Saad A. Mohamed .
ELECTRICAL ENGINEERING, 2021, 103 (06) :2769-2781
[2]   Complementary Control of Oscillating Water Column-Based Wave Energy Conversion Plants to Improve the Instantaneous Power Output [J].
Alberdi, M. ;
Amundarain, M. ;
Garrido, A. J. ;
Garrido, I. ;
Casquero, O. ;
De la Sen, M. .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (04) :1021-1032
[3]   Stalling behaviour improvement by appropriately choosing the rotor resistance value in Wave Power Generation Plants [J].
Alberdi, M. ;
Amundarain, A. ;
Maseda, F. J. ;
Barambones, O. .
2009 INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP 2009), VOLS 1 AND 2, 2009, :64-67
[4]   Maximum Power Point Tracking Injection Method for Islanding Detection of Grid-Connected Photovoltaic Systems in Microgrid [J].
Bakhshi-Jafarabadi, Reza ;
Sadeh, Javad ;
Popov, Marjan .
IEEE TRANSACTIONS ON POWER DELIVERY, 2021, 36 (01) :168-179
[5]   Adaptive Sliding Mode Control for a Double Fed Induction Generator Used in an Oscillating Water Column System [J].
Barambones, Oscar ;
Gonzalez de Durana, Jose M. ;
Calvo, Isidro .
ENERGIES, 2018, 11 (11)
[6]  
Benkahla M, 2016, INT J ADV COMPUT SC, V7, P455
[7]   Nonlinear dynamic modeling for fault ride-through capability of DFIG-based wind farm [J].
Dosoglu, M. Kenan .
NONLINEAR DYNAMICS, 2017, 89 (04) :2683-2694
[8]   A review of wave energy converter technology [J].
Drew, B. ;
Plummer, A. R. ;
Sahinkaya, M. N. .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2009, 223 (A8) :887-902
[9]   Second-order sliding mode control with experimental application [J].
Eker, Ilyas .
ISA TRANSACTIONS, 2010, 49 (03) :394-405
[10]   Solar Hydrogen Variable Speed Control of Induction Motor Based on Chaotic Billiards Optimization Technique [J].
Elnaghi, Basem E. ;
Abelwhab, M. N. ;
Ismaiel, Ahmed M. ;
Mohammed, Reham H. .
ENERGIES, 2023, 16 (03)