Balance Control of Brushless Direct Current Motor Driven Two-Rotor UAV

被引:0
作者
Cukdar, Ibrahim [1 ]
Yigit, Tevfik [2 ]
Celik, Hakan [1 ]
机构
[1] Firat Univ, Engn Fac, Mechatron Engn Dept, TR-23119 Elazig, Turkiye
[2] Nigde Omer Halisdemir Univ, Engn Fac, Dept Mechatron Engn, TR-51240 Nigde, Turkiye
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 10期
关键词
Two-Rotor UAV; Adaptive Fuzzy 2-DOF PID; BLDC Motor; Co-Simulation; DESIGN; DC;
D O I
10.3390/app14104059
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this study, the balance control of a Brushless Direct Current Motor (BLDCM) driven Two-Rotor UAV (2R-UAV) was carried out. First, a MATLAB/Simulink model of the balance system of the 2R-UAV was built. Afterwards, classical and 2-DOF PID, and proposed Adaptive Fuzzy (AF) 2-DOF PID control structures were created on the STM32F4 microprocessor for both balance angle of the system and speed control of the BLDCMs. Classical and 2-DOF PID controller parameters were determined via Particle Swarm Optimization (PSO), a technique that is commonly used in control applications. For the balance control of the 2R-UAV, a Co-Simulation structure was created using the STM32F4 microprocessor and MATLAB/Simulink, and the performances of classical and 2-DOF PID, and AF 2-DOF PID controllers were examined comparatively. Upon examining the comparison results, it was found that the classical and 2-DOF PID, and AF 2-DOF PID stably controlled the balance of the 2R-UAV. The AF 2-DOF PID controller, proposed in this research, performed better than the classical and 2-DOF PID, especially under variable operating conditions.
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页数:21
相关论文
共 30 条
[1]   Fuzzy-Based Hybrid Control Algorithm for the Stabilization of a Tri-Rotor UAV [J].
Ali, Zain Anwar ;
Wang, Daobo ;
Aamir, Muhammad .
SENSORS, 2016, 16 (05)
[2]  
Asadi F, 2021, Programming the ARM Cortex-M4-based STM32F4 Microcontrollers with Simulink
[3]  
Belge E., 2020, BALKAN J ELECT COMPU, V8, P121, DOI [10.17694/bajece.654499, DOI 10.17694/BAJECE.654499]
[4]   MAXIMUM-LIKELIHOOD ESTIMATION - PRACTICAL MERITS OF VARIABLE-METRIC OPTIMIZATION METHODS [J].
BUNDAY, BD ;
KIRI, VA .
STATISTICIAN, 1987, 36 (04) :349-355
[5]  
Can K, 2016, 2016 NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND BIOMEDICAL ENGINEERING (ELECO), P682
[6]   Field-Oriented Control of the PMSM with 2-DOF PI Controller Tuned by Using PSO [J].
Celik, Hakan ;
Yigit, Tevfik .
2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND DATA PROCESSING (IDAP), 2018,
[7]  
Couceiro M., 2016, Particle swarm optimization
[8]  
Cukdar Ibrahim, 2021, 2021 13th International Conference on Electrical and Electronics Engineering (ELECO), P114, DOI 10.23919/ELECO54474.2021.9677870
[9]   REALIZATION OF FUZZY LOGIC CONTROLLED BRUSHLESS DC MOTOR DRIVES USING MATLAB/SIMULINK [J].
Cunkas, Mehmet ;
Aydogdu, Omer .
MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2010, 15 (02) :218-229
[10]  
Eltayeb A., 2021, P 2020 INT C COMP CO, P1