A coupled hydraulic and mechanical system simulation for hydraulic excavators

The hydraulic system of an excavator consists of a central hydraulic power source and multiple actuator circuits. The numerical stiffness of the hydraulic system model, the complex hydraulic circuits of the excavator, and the coupling of the dynamics associated with the hydraulic system and mechanical manipulator have been major barriers to developing a real-time simulation. This article presents a coupled dynamic model of a large-sized excavator and a real-time simulation environment. A modeling approach for simulation speed while maintaining the essential features of the hydraulic system is described. The hydraulic circuit models are coded using the MathWorks Simscape Language that gives flexibilities for modeling and modularization. To make the simulation real-time capable and accurate, the entire model is divided into multiple sub-models for parallel execution, a local stiff integration solver is applied to the hydraulic sub-models, and a deliberately devised execution order is assigned to the groups of sub-models. The simulation results show good correspondence with the test results.

[1]  Hugh F. Durrant-Whyte,et al.  Variable structure systems approach to friction estimation and compensation , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[2]  Payman Jalali,et al.  Computationally efficient approach for simulation of multibody and hydraulic dynamics , 2018 .

[3]  Septimiu E. Salcudean,et al.  Identification of inertial and friction parameters for excavator arms , 1999, IEEE Trans. Robotics Autom..

[4]  Kurt A. Chipperfield,et al.  Modeling and control of a wheel loader with a human-in-the-loop assessment using virtual reality , 2005 .

[5]  Evangelos Papadopoulos,et al.  On the Development of a Real-Time Simulator Engine for a Hydraulic Forestry Machine , 2002 .

[6]  N. Hafizah,et al.  Modeling of dynamic friction behaviors of hydraulic cylinders , 2012 .

[7]  Kaspar Althoefer,et al.  Parameter estimation for excavator arm using generalized Newton method , 2004, IEEE Transactions on Robotics.

[8]  Taehyun Shim,et al.  Instability Due to Interacting Hydraulic and Mechanical Dynamics in Backhoes , 2002 .

[9]  J A Ferreira,et al.  Hybrid models for hardware-in-the-loop simulation of hydraulic systems Part 1: Theory , 2004 .

[10]  Kazuhide Maehata SYSTEM SIMULATION FOR HYDRAULIC EXCAVATOR , 2008 .

[11]  Aki Mikkola,et al.  Numerical Treatment of Singularity in Hydraulic Circuits Using Singular Perturbation Theory , 2019, IEEE/ASME Transactions on Mechatronics.

[12]  Andreas Ritter,et al.  Hydraulic Control Systems , 2016 .

[13]  Agostino Gambarotta,et al.  Coupling excavator hydraulic system and internal combustion engine models for the real-time simulation , 2015 .

[14]  J A Ferreira,et al.  Hybrid models for hardware-in-the-loop simulation of hydraulic systems Part 2: Experiments , 2004 .

[15]  Steffen Müller,et al.  Real-Time Human in the Loop MBS Simulation in the Fraunhofer Robot-Based Driving Simulator , 2014 .

[16]  Jean-Charles Maré,et al.  Friction modelling and simulation at system level: Considerations to load and temperature effects , 2015, J. Syst. Control. Eng..

[17]  Paolo Casoli,et al.  Simulation of an Excavator Hydraulic System Using Nonlinear Mathematical Models , 2015 .

[18]  Wayne J. Book,et al.  A virtual reality Operator Interface station with hydraulic hardware-in-the-loop simulation for prototyping excavator control systems , 2009, 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[19]  W. Book,et al.  Application of Singular Perturbation Theory to Hydraulic Pump Controlled Systems , 2012, IEEE/ASME Transactions on Mechatronics.

[20]  Alvin Anthony,et al.  Gray box modeling of an excavator’s variable displacement hydraulic pump for fast simulation of excavation cycles , 2013 .

[21]  Seungjin Yoo,et al.  Inertial parameter estimation for the dynamic simulation of a hydraulic excavator , 2018 .

[22]  Shawn Allen,et al.  DEVELOPMENT OF AN OFF-ROAD AGRICULTURAL VIRTUAL PROVING GROUND , 2003 .

[23]  Thomas R. Kane,et al.  THEORY AND APPLICATIONS , 1984 .