Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers
In response to the complex working conditions and poor driving stability of high-clearance self-propelled sprayers, a nonlinear model of the chassis power system was established based on the independently controllable torque of each wheel of the developed electric sprayer. A layered-architecture cha...
| Published in: | Applied Sciences |
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| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
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MDPI AG
2024-09-01
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| Online Access: | https://www.mdpi.com/2076-3417/14/17/7734 |
| _version_ | 1850042974846582784 |
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| author | Lingxi Zhou Chenwei Hu Yuxiang Chen Peijie Guo Jinyi Liu Yu Chen Jiayu Cao |
| author_facet | Lingxi Zhou Chenwei Hu Yuxiang Chen Peijie Guo Jinyi Liu Yu Chen Jiayu Cao |
| author_sort | Lingxi Zhou |
| collection | DOAJ |
| container_title | Applied Sciences |
| description | In response to the complex working conditions and poor driving stability of high-clearance self-propelled sprayers, a nonlinear model of the chassis power system was established based on the independently controllable torque of each wheel of the developed electric sprayer. A layered-architecture chassis drive control strategy was formulated, and a stability control framework comprising an instability judgment module, an upper controller, and a lower controller was constructed based on the analysis of the impact of the centroid slip angle, the yaw rate, and the wheel slip rate on driving stability. An ideal reference model was established based on the seven-degree-of-freedom model of the sprayer, and the current state of the sprayer body was determined using the instability judgment module. A drive anti-slip controller and a yaw moment controller based on fuzzy PID theory and sliding mode control theory were designed. Additionally, an optimal torque distribution algorithm was developed based on tire characteristics to rationally allocate drive torque to each wheel, ensuring the stability of the sprayer during operation. Simulation tests were conducted using MATLAB/Simulink to evaluate the sprayer under four different driving conditions during transport and field operations. The test results showed that the “SMC + optimal distribution” control method in the chassis stability control strategy reduced the maximum deviations of the yaw rate and centroid slip angle by an average of 89.5% and 13.6%, respectively, compared to no control. The wheel slip rate during straight driving was well maintained at around 15%, enhancing the driving stability of the sprayer. |
| format | Article |
| id | doaj-art-d9c6d13edbbf4e109c89029145d4b5c8 |
| institution | Directory of Open Access Journals |
| issn | 2076-3417 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-d9c6d13edbbf4e109c89029145d4b5c82025-08-20T00:30:52ZengMDPI AGApplied Sciences2076-34172024-09-011417773410.3390/app14177734Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric SprayersLingxi Zhou0Chenwei Hu1Yuxiang Chen2Peijie Guo3Jinyi Liu4Yu Chen5Jiayu Cao6College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaCollege of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaCollege of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaCollege of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaMechanical and Electrical Engineering College, Hainan University, Haikou 570228, ChinaCollege of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaCollege of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, ChinaIn response to the complex working conditions and poor driving stability of high-clearance self-propelled sprayers, a nonlinear model of the chassis power system was established based on the independently controllable torque of each wheel of the developed electric sprayer. A layered-architecture chassis drive control strategy was formulated, and a stability control framework comprising an instability judgment module, an upper controller, and a lower controller was constructed based on the analysis of the impact of the centroid slip angle, the yaw rate, and the wheel slip rate on driving stability. An ideal reference model was established based on the seven-degree-of-freedom model of the sprayer, and the current state of the sprayer body was determined using the instability judgment module. A drive anti-slip controller and a yaw moment controller based on fuzzy PID theory and sliding mode control theory were designed. Additionally, an optimal torque distribution algorithm was developed based on tire characteristics to rationally allocate drive torque to each wheel, ensuring the stability of the sprayer during operation. Simulation tests were conducted using MATLAB/Simulink to evaluate the sprayer under four different driving conditions during transport and field operations. The test results showed that the “SMC + optimal distribution” control method in the chassis stability control strategy reduced the maximum deviations of the yaw rate and centroid slip angle by an average of 89.5% and 13.6%, respectively, compared to no control. The wheel slip rate during straight driving was well maintained at around 15%, enhancing the driving stability of the sprayer.https://www.mdpi.com/2076-3417/14/17/7734self-propelled electric sprayerchassis stability controlsliding-mode coordinated controltorque distribution controlfour-wheel independent drive |
| spellingShingle | Lingxi Zhou Chenwei Hu Yuxiang Chen Peijie Guo Jinyi Liu Yu Chen Jiayu Cao Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers self-propelled electric sprayer chassis stability control sliding-mode coordinated control torque distribution control four-wheel independent drive |
| title | Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers |
| title_full | Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers |
| title_fullStr | Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers |
| title_full_unstemmed | Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers |
| title_short | Research on a Chassis Stability Control Method for High-Ground-Clearance Self-Propelled Electric Sprayers |
| title_sort | research on a chassis stability control method for high ground clearance self propelled electric sprayers |
| topic | self-propelled electric sprayer chassis stability control sliding-mode coordinated control torque distribution control four-wheel independent drive |
| url | https://www.mdpi.com/2076-3417/14/17/7734 |
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