Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design

In order to improve the energy efficiency of legged robots while walking on farmland, a simulation system of legged robot on farmland soil was put forward in this paper. Firstly, the finite element model of the interaction between the robot leg and the farmland soil was established, and the multi-bo...

Full description

Bibliographic Details
Main Authors: Xiaofei Luo, Cong Zhu, Wei Lu, Xiaochan Wang, Yongnian Zhang
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2019-01-01
Series:Tehnički Vjesnik
Subjects:
Online Access:https://hrcak.srce.hr/file/322634
id doaj-72e6b22855604fd593fa9442362d82b4
record_format Article
spelling doaj-72e6b22855604fd593fa9442362d82b42020-11-25T01:04:24ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek Tehnički Vjesnik1330-36511848-63392019-01-01263703709Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment DesignXiaofei Luo0Cong Zhu1Wei Lu2Xiaochan Wang3Yongnian Zhang4College of Engineering, Nanjing Agricultural University, No. 40 DianJiangtai Road, Pukou District, Nanjing City, 210031, Jiangsu Province, ChinaCollege of Engineering, Nanjing Agricultural University, No. 40 DianJiangtai Road, Pukou District, Nanjing City, 210031, Jiangsu Province, ChinaCollege of Engineering, Nanjing Agricultural University, No. 40 DianJiangtai Road, Pukou District, Nanjing City, 210031, Jiangsu Province, ChinaCollege of Engineering, Nanjing Agricultural University, No. 40 DianJiangtai Road, Pukou District, Nanjing City, 210031, Jiangsu Province, ChinaCollege of Engineering, Nanjing Agricultural University, No. 40 DianJiangtai Road, Pukou District, Nanjing City, 210031, Jiangsu Province, ChinaIn order to improve the energy efficiency of legged robots while walking on farmland, a simulation system of legged robot on farmland soil was put forward in this paper. Firstly, the finite element model of the interaction between the robot leg and the farmland soil was established, and the multi-body dynamics and the foot-ground interaction simulation were carried out in one gait cycle. Secondly, the orthogonal experiment with four factors was established to analyze the external energy required for the robot leg to walk in the soil. Then the range analysis and variance analysis of the results were carried out to optimize the energy consumption ratio. The influence of the four factors on the experimental results and the optimal gait parameters and foot structure were obtained subsequently. Finally, the no-load walking experiment in the self-developed soil-bin test-bed was carried out with the optimal gait and foot structure. The results demonstrate that the successive order of factors affecting the energy consumption ratio is foot structure, stride length, gait cycle time and stride height. The process of penetrating the soil consumes the most energy in a gait cycle. The optimization design of the foot structure and the penetration process is helpful to reduce the energy consumption of the farmland robot.https://hrcak.srce.hr/file/322634legged robotfarmland soilmulti-body dynamicsorthogonal experimentsoil-bin test-bed
collection DOAJ
language English
format Article
sources DOAJ
author Xiaofei Luo
Cong Zhu
Wei Lu
Xiaochan Wang
Yongnian Zhang
spellingShingle Xiaofei Luo
Cong Zhu
Wei Lu
Xiaochan Wang
Yongnian Zhang
Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
Tehnički Vjesnik
legged robot
farmland soil
multi-body dynamics
orthogonal experiment
soil-bin test-bed
author_facet Xiaofei Luo
Cong Zhu
Wei Lu
Xiaochan Wang
Yongnian Zhang
author_sort Xiaofei Luo
title Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
title_short Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
title_full Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
title_fullStr Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
title_full_unstemmed Optimization of Gait Parameters for Energy Efficiency Improvement of Farmland Robot Based on Orthogonal Experiment Design
title_sort optimization of gait parameters for energy efficiency improvement of farmland robot based on orthogonal experiment design
publisher Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
series Tehnički Vjesnik
issn 1330-3651
1848-6339
publishDate 2019-01-01
description In order to improve the energy efficiency of legged robots while walking on farmland, a simulation system of legged robot on farmland soil was put forward in this paper. Firstly, the finite element model of the interaction between the robot leg and the farmland soil was established, and the multi-body dynamics and the foot-ground interaction simulation were carried out in one gait cycle. Secondly, the orthogonal experiment with four factors was established to analyze the external energy required for the robot leg to walk in the soil. Then the range analysis and variance analysis of the results were carried out to optimize the energy consumption ratio. The influence of the four factors on the experimental results and the optimal gait parameters and foot structure were obtained subsequently. Finally, the no-load walking experiment in the self-developed soil-bin test-bed was carried out with the optimal gait and foot structure. The results demonstrate that the successive order of factors affecting the energy consumption ratio is foot structure, stride length, gait cycle time and stride height. The process of penetrating the soil consumes the most energy in a gait cycle. The optimization design of the foot structure and the penetration process is helpful to reduce the energy consumption of the farmland robot.
topic legged robot
farmland soil
multi-body dynamics
orthogonal experiment
soil-bin test-bed
url https://hrcak.srce.hr/file/322634
work_keys_str_mv AT xiaofeiluo optimizationofgaitparametersforenergyefficiencyimprovementoffarmlandrobotbasedonorthogonalexperimentdesign
AT congzhu optimizationofgaitparametersforenergyefficiencyimprovementoffarmlandrobotbasedonorthogonalexperimentdesign
AT weilu optimizationofgaitparametersforenergyefficiencyimprovementoffarmlandrobotbasedonorthogonalexperimentdesign
AT xiaochanwang optimizationofgaitparametersforenergyefficiencyimprovementoffarmlandrobotbasedonorthogonalexperimentdesign
AT yongnianzhang optimizationofgaitparametersforenergyefficiencyimprovementoffarmlandrobotbasedonorthogonalexperimentdesign
_version_ 1725198376682651648