Header Height Detection and Terrain-Adaptive Control Strategy Using Area Array LiDAR
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Published:2024-08-05
Issue:8
Volume:14
Page:1293
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ISSN:2077-0472
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Container-title:Agriculture
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language:en
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Short-container-title:Agriculture
Author:
Zhang Chao123, Li Qingling123, Ye Shaobo123, Zhang Jianlong123ORCID, Zheng Decong123
Affiliation:
1. College of Agricultural Engineering, Shanxi Agricultural University, Jinzhong 030801, China 2. State Key Laboratory of Sustainable Dryland Agriculture, Shanxi Agricultural University, Taiyuan 030031, China 3. Dryland Farm Machinery Key Technology and Equipment Key Laboratory of Shanxi Province, Jinzhong 030801, China
Abstract
During the operation of combine harvesters, the cutting platform height is typically controlled using manual valve hydraulic systems, which can result in issues such as delays in adjustment and high labor intensity, affecting both the quality and efficiency of the operation. There is an urgent need to enhance the automation level. Conventional methods frequently employ single-point measurements and lack extensive area coverage, which means their results do not fully represent the terrain’s variations in the area and are prone to local anomalies. Given the inherently undulating terrain of farmland during harvesting, a control strategy that does not adjust for minor undulations but only for significant ones proves to be more rational. To this end, a sine wave superposition model was established to simulate three-dimensional ground elevation changes, and an area array LiDAR was used to collect 8 × 8 data for the header height. The effects of mounds and stubble on the measurement results were analyzed, and a dynamic process simulation model for the solenoid valve core was developed to analyze the on/off delay characteristics of a three-position four-way electromagnetic directional valve. Moreover, a physical model of the hydraulic system was constructed based on the Simscape module in Simulink, and the Bang Bang switch predictive control system based on position threshold was introduced to achieve early switching of the electromagnetic directional valve circuit. In addition, an automatic control system for cutting platform height was designed based on an STM32 microcontroller. The control system was tested on the hydraulic automatic control test rig developed by Shanxi Agricultural University. The simulation and experimental results demonstrated that the control system and strategy were robust to output disturbances, effectively enhancing the intelligence and environmental adaptability of agricultural machinery operations.
Funder
Key Research and Development Project in Shanxi Province, China Central guidance for local scientific and technological development funding projects Shanxi Agricultural University Academic Restoration Project Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi Youth Science and Technology Innovation Project of Shanxi Agricultural University
Reference24 articles.
1. Automatic Header-Height Control System for Windrowers;Pask;Trans. Asae,1974 2. Clayton, J.E., and Eiland, B.R. (1977). LaboratoryAnnual Report of the USDA Sugarcane Research, USDA Sugarcane Research Laboratory. 3. Automatic height control of a sugarcane harvester basecutter;Wright;SAE Trans.,1998 4. Neves, J.L.M., Marchi, A.S., Pizzinato, A.A.S., and Menegasso, L.R. (2001, January 17–21). Comparative testing of a floating and aconventional fixed base cutter. Proceedings of the International Society of Sugar Cane Technologists, Brisbane, Australia. 5. Tulpule, P., and Kelkar, A. (2014, January 4–6). Integrated robust optimal design (IROD) of header height controlsystem for combine harvester. Proceedings of the American Control Conference, Portland, OR, USA.
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