Araştırma Makalesi

FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM

Cilt: 23 Sayı: 45 26 Haziran 2024
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FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM

Öz

Deterioration conditions of the runway surface (deep track, cracking, raveling, and potholes ) and contaminants greatly affect the landing performance of the aircraft. In this research study, an optimal fractional order proportional integral and derivative controller (FOPID-GA) is designed with a genetic algorithm for the smooth operation of aircraft landing gear systems. To prove the effectiveness, performance, and accuracy of the proposed approach, a comparative study of the new technique and the traditional controllers such as PID, PID-TD, FOPID-TD, and PID-GA controllers was conducted on the MATLAB/Simulink platform. The simulation results clearly show that the proposed FOPID-GA controller outperforms the existing controllers in terms of performance, and damping accuracy. The effectiveness of the FOPID-GA controller is evaluated through simulation studies, demonstrating its potential to enhance aircraft landing gear performance and safety under adverse conditions.

Anahtar Kelimeler

Destekleyen Kurum

Not applicable for this manuscript

Proje Numarası

Fractional Order based PID Controller Design with Genetic Algorithm (FOPID-GA) for Aircraft Landing Gear Shock Absorber Mechanism

Etik Beyan

No funding has been acknowledged for this work

Kaynakça

  1. Abeygunawardhana, C., Sandamanl, K., & Pasindu, H. R., (2020). Identification of the impact of road roughness on speed patterns for different roadway segments. Moratuwa Engineering Research Conference (MERCon), 425-430.
  2. Aela, A.M., Kenne, J-P., & Mintsa, H.A., (2022). Adaptive neural network and nonlinear electrohydraulic active suspension control system. Journal of Vibration and Control,28, 243-259.
  3. Arora, M.K., Patel, M.R., &Titiksh, A., (2020). Pavement roughness conditions evaluation: A literature review. International Journal for Research in Applied Science and Engineering Technology. 8(X), 257-265.
  4. Emery, S., Hefer, A., & Horak, E., (2015). Roughness of Runways and Significance of Appropriate Specifications and Measurement. Proceedings of the 11th Conference. 16-19.
  5. Gao, J., & Li, H., (2023). Tuning Parameters of the Fractional Order PID-LQR Controller for Semi-Active Suspension. Electronics,19(12),4115.
  6. Hsiao, C. Y., & Wang, Y. H., (2022). Evaluation of ride comfort for active suspension system based on self-tuning fuzzy sliding mode control. International Journal of Control, Automation and Systems, 20(4),1131-1141.
  7. Hu, Y., Liu, J., Wang, Z., & Zhang, J., (2024). Research on Electric Oil-Pneumatic Active Suspension Based on Fractional-Order PID Position Control.Sensors,5(24), 1644.
  8. Huang, S. J., & Lin, W. C., (2003). Adaptive fuzzy controller with sliding surface for vehicle suspension control. IEEE transactions on fuzzy systems, 4(11),550-559.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Otonom Araç Sistemleri

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

6 Haziran 2024

Yayımlanma Tarihi

26 Haziran 2024

Gönderilme Tarihi

6 Mayıs 2024

Kabul Tarihi

27 Mayıs 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 23 Sayı: 45

Kaynak Göster

APA
Dagal, I., & Erol, B. (2024). FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, 23(45), 169-183. https://doi.org/10.55071/ticaretfbd.1479499
AMA
1.Dagal I, Erol B. FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. 2024;23(45):169-183. doi:10.55071/ticaretfbd.1479499
Chicago
Dagal, Idriss, ve Bilal Erol. 2024. “FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 23 (45): 169-83. https://doi.org/10.55071/ticaretfbd.1479499.
EndNote
Dagal I, Erol B (01 Haziran 2024) FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 23 45 169–183.
IEEE
[1]I. Dagal ve B. Erol, “FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM”, İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, c. 23, sy 45, ss. 169–183, Haz. 2024, doi: 10.55071/ticaretfbd.1479499.
ISNAD
Dagal, Idriss - Erol, Bilal. “FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi 23/45 (01 Haziran 2024): 169-183. https://doi.org/10.55071/ticaretfbd.1479499.
JAMA
1.Dagal I, Erol B. FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. 2024;23:169–183.
MLA
Dagal, Idriss, ve Bilal Erol. “FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM”. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, c. 23, sy 45, Haziran 2024, ss. 169-83, doi:10.55071/ticaretfbd.1479499.
Vancouver
1.Idriss Dagal, Bilal Erol. FRACTIONAL ORDER-BASED PID CONTROLLER DESIGN WITH GENETIC ALGORITHM (FOPID-GA) FOR AIRCRAFT LANDING GEAR SHOCK ABSORBER MECHANISM. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi. 01 Haziran 2024;23(45):169-83. doi:10.55071/ticaretfbd.1479499

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