Analysis and Optimisation of Obstacle-Crossing Performance of Electric Shovel Based on DEM-MBD Coupling Method

被引:0
作者
Chen, Zeren [1 ]
Guan, Wei [2 ]
Li, Ruibin [3 ]
Li, Guang [3 ]
Xue, Duomei [4 ]
Liu, Zhengbin [2 ]
Wang, Guoqiang [2 ]
机构
[1] Taiyuan Univ Technol, Coll Mech Engn, Taiyuan, Peoples R China
[2] Jilin Univ, Sch Mech & Aerosp Engn, Changchun, Peoples R China
[3] Taiyuan Heavy Ind Co Ltd, Taiyuan, Peoples R China
[4] Taiyuan Univ Sci & Technol, Coll Chem Engn & Technol, Taiyuan, Peoples R China
基金
中国国家自然科学基金;
关键词
DEM-MBD; disturbance behaviour; electric shovel; obstacle-crossing; optimisation; GROUND PRESSURE DISTRIBUTION; DISCRETE ELEMENT; TRACKED VEHICLES; PREDICTION; SIMULATION; MODEL; SHAPE;
D O I
10.1002/nag.3927
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
To study and enhance the obstacle-crossing performance of the electric shovel, an obstacle-crossing model that employs a coupling methodology integrating the discrete element method (DEM) and multi-body dynamics (MBD) is constructed. Secondly, the influence of grouser height (GH), track velocity (TV), slope inclination (SI) and slope height (SH) on obstacle-crossing performance is investigated through DEM-MBD simulation, with the objective of obtaining an obstacle-crossing surrogate model through the Kriging method and Box-Behnken experimental design. On this basis, two optimisation solutions for the obstacle-crossing performance of the electric shovel are proposed based on a genetic algorithm (GA), and the corresponding obstacle-crossing performances are analysed. The results demonstrate that the coupling effect between SI and SH exerts a considerable influence on the ground pressure coefficient (GPC), power and disturbance potential energy (DPE). When the optimal TV and GH are set at 0.1 m/s and 9.38 mm, the GPC, power and disturbance kinetic energy (DKE) are observed to diminish to varying degrees, thereby indicating that the obstacle-crossing performance of the electric shovel has been enhanced.
引用
收藏
页码:1232 / 1246
页数:15
相关论文
共 40 条
[11]   Research on Path Planning and Trajectory Tracking of an Unmanned Electric Shovel Based on Improved APF and Preview Deviation Fuzzy Control [J].
Fang, Yi ;
Wang, Shuai ;
Bi, Qiushi ;
Wu, Guohua ;
Guan, Wei ;
Wang, Yongpeng ;
Yan, Chuliang .
MACHINES, 2022, 10 (08)
[12]   Application of DEM-based metamodels in bulk handling equipment design: Methodology and DEM case study [J].
Fransen, Marc P. ;
Langelaar, Matthijs ;
Schott, Dingena L. .
POWDER TECHNOLOGY, 2021, 393 :205-218
[13]   Update strategies for kriging models used in variable fidelity optimization [J].
Gano, Shawn E. ;
Renaud, John E. ;
Martin, Jay D. ;
Simpson, Timothy W. .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2006, 32 (04) :287-298
[14]   Dynamics and stability analysis on stairs climbing of wheel-track mobile robot [J].
Gao, Xueshan ;
Cui, Dengqi ;
Guo, Wenzeng ;
Mu, Yu ;
Li, Bin .
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2017, 14 (04) :1-13
[15]   PREDICTION OF GROUND PRESSURE DISTRIBUTION UNDER TRACKED VEHICLES .2. EFFECTS OF DESIGN PARAMETERS OF THE TRACK-SUSPENSION SYSTEM ON GROUND PRESSURE DISTRIBUTION [J].
GARBER, M ;
WONG, JY .
JOURNAL OF TERRAMECHANICS, 1981, 18 (02) :71-79
[16]   PREDICTION OF GROUND PRESSURE DISTRIBUTION UNDER TRACKED VEHICLES - AN ANALYTICAL METHOD FOR PREDICTING GROUND PRESSURE DISTRIBUTION [J].
GARBER, M ;
WONG, JY .
JOURNAL OF TERRAMECHANICS, 1981, 18 (01) :1-23
[17]   Development of a mathematical model for determining the draft force of ard plow in silt clay soil [J].
Gebre, Thomas ;
Abdi, Zewdu ;
Wako, Amana ;
Yitbarek, Teshome .
JOURNAL OF TERRAMECHANICS, 2023, 106 :13-19
[18]   Discrete element simulations of granular pile formation Method for calibrating discrete element models [J].
Grima, Andrew Phillip ;
Wypych, Peter Wilhelm .
ENGINEERING COMPUTATIONS, 2011, 28 (3-4) :314-339
[19]  
Hertz H, 1882, J Reine Angew Math, V1882, P156, DOI [DOI 10.1515/9783112342404-004, DOI 10.1515/CRLL.1882.92.156]
[20]   Optimization of grouser shape ratio for coastal terrain driving device using discrete element method [J].
Kim, Ji-Tae ;
Choi, Hyuek-Jin ;
Oh, Jae-Won ;
Park, Young-Jun .
JOURNAL OF TERRAMECHANICS, 2023, 110 :27-37