Modern Manufacturing Engineering ›› 2024, Vol. 525 ›› Issue (6): 135-144.doi: 10.16731/j.cnki.1671-3133.2024.06.018

Previous Articles     Next Articles

Research on optimal changing path planning for unmanned single-drum rollers

DUAN Fangzheng1,2, XU Wubin1,2, SUN Jinquan2,3, LI Bing1,2, WANG Jilin3, TANG Junhao1,2, LIU Shihang1,2, WANG Xiujie1,2   

  1. 1 School of Mechanical and Traffic Engineering, Guangxi University of Science and Technology, Liuzhou 545006, China;
    2 Guangxi Earthmoving Machinery Collaborative Innovation Center, Liuzhou 545616, China;
    3 Guangxi Liugong Machinery Co., Ltd., Liuzhou 545007, China
  • Received:2023-09-15 Online:2024-06-18 Published:2024-07-02

Abstract: To ensure that the single-drum roller maintains stable steering during lane-changing compaction and guarantees compaction quality,a lane-changing path planning method was introduced.In this method,the smoothness of the single-drum roller′s lane-changing trajectory,stability of steering,and energy consumption during lane-changing operations were taken as optimization objectives.5th-order Bezier curve was used as the lane changing path curve. An articulated kinematic model was developed to establish a correspondence between the states of the lane-changing path points. The Light Spectrum Optimizer (LSO) algorithm was employed to optimize the coordinates of unknown key control points in the 5th-order Bezier curve,resulting in an approximate optimal lane-changing path. Taking a certain type of single-drum roller as an example,it is shown by simulation and test results that the curves planned by this method have a heading angle and curvature of 0 at both the starting and ending points,with continuous curvature throughout the entire trajectory. This complies with the operational requirements of the single-drum roller. In comparison to document [10] methods,the optimal changing path curves planned by this method exhibit a reduction of 3.8 % in maximum lateral error and 16.7 % in average lateral error. Furthermore,the maximum curvature and average curvature decrease by 18.0 % and 9.3 % respectively. The average fuel consumption of the vehicle also diminishes by 3.8 %. The research outcomes provide practical application reference value for unmanned operation of single-drum roller.

Key words: single-drum roller, path planning, Light Spectrum Optimizer (LSO) algorithm, Bezier curve

CLC Number: 

Copyright © Modern Manufacturing Engineering, All Rights Reserved.
Tel: 010-67126028 E-mail: 2645173083@qq.com
Powered by Beijing Magtech Co. Ltd