Gray box modeling of an excavator's variable displacement hydraulic pump for fast simulation of excavation cycles

被引:43
作者
Casoli, Paolo [1 ]
Anthony, Alvin [1 ]
机构
[1] Univ Parma Italy, Dept Ind Engn, I-43124 Parma, PR, Italy
关键词
Hydraulic excavator; Gray box modeling; Variable displacement pump; Load sensing; Excavator kinematics;
D O I
10.1016/j.conengprac.2012.11.011
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes the results of a study focused on the application of gray box modeling methodology on an excavator's hydraulic pump. This modeling approach has been adapted to accelerate the control system development time for a complete excavator, while providing accurate system dynamics. This mathematical model has been developed using the bond graph methodology. The excavator is described by two models: a hydraulic model and a kinematic model; dynamic parameters are continuously calculated during an excavation cycle, providing a platform to study the pump's behavior. The gray box model of the variable displacement pump has been validated on the basis of a set of experimental data collected on a test rig and on the field using an excavator. Herewith the results of this study are presented. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:483 / 494
页数:12
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