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Article

Linear Active Disturbance Rejection Control System for the Travel Speed of an Electric Reel Sprinkling Irrigation Machine

1
Research Center of Fluid Machinery Engineering and Technology, Jiangsu University, Zhenjiang 212013, China
2
School of Intelligent Manufacturing, Luoyang Institute of Science and Technology, Luoyang 471023, China
*
Author to whom correspondence should be addressed.
Agriculture 2024, 14(9), 1544; https://doi.org/10.3390/agriculture14091544
Submission received: 3 August 2024 / Revised: 2 September 2024 / Accepted: 5 September 2024 / Published: 6 September 2024
(This article belongs to the Special Issue Application of Modern Agricultural Equipment in Crop Cultivation)

Abstract

The uniformity of the travel speed of electric reel sprinkling irrigation machines is a key factor affecting irrigation quality. However, conventional PID control is susceptible to sudden disturbances under complex farmland conditions, leading to reduced speed uniformity. To enhance the robustness of the control system, it is necessary to investigate new disturbance rejection control algorithms and their effects. Therefore, a kinematic model of the reel sprinkling irrigation machine and a brushless DC (BLDC) motor model were established, and a linear active disturbance rejection control (LADRC) strategy based on improved particle swarm optimization (IPSO) was proposed. The simulation results show that under variable speed conditions, the system exhibits no overshoot, with an adjustment time of 0.064 s; under variable load conditions, the speed vibration amplitude is less than 0.3%. The field test results indicate that at travel speeds of 10 m/h and 30 m/h, the maximum absolute deviation rate under IPSO-LADRC control is reduced by 27.07% and 13.98%, respectively, compared to PID control. The control strategy based on IPSO-LADRC effectively improves the control accuracy and robustness under complex farmland conditions, providing a reference for enhancing the control performance of other electric agricultural machinery.
Keywords: IPSO algorithm; LADRC; speed control; BLDC motor; uniformity IPSO algorithm; LADRC; speed control; BLDC motor; uniformity

Share and Cite

MDPI and ACS Style

Tang, L.; Wang, W.; Zhang, C.; Wang, Z.; Ge, Z.; Yuan, S. Linear Active Disturbance Rejection Control System for the Travel Speed of an Electric Reel Sprinkling Irrigation Machine. Agriculture 2024, 14, 1544. https://doi.org/10.3390/agriculture14091544

AMA Style

Tang L, Wang W, Zhang C, Wang Z, Ge Z, Yuan S. Linear Active Disturbance Rejection Control System for the Travel Speed of an Electric Reel Sprinkling Irrigation Machine. Agriculture. 2024; 14(9):1544. https://doi.org/10.3390/agriculture14091544

Chicago/Turabian Style

Tang, Lingdi, Wei Wang, Chenjun Zhang, Zanya Wang, Zeyu Ge, and Shouqi Yuan. 2024. "Linear Active Disturbance Rejection Control System for the Travel Speed of an Electric Reel Sprinkling Irrigation Machine" Agriculture 14, no. 9: 1544. https://doi.org/10.3390/agriculture14091544

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