Modelling and control of an autonomous articulated mining vehicle navigating a predefined path

This research is conducted on machine dynamics and steering control of an articulated surface mining large wheel loader (LWL) navigating a predefined path. Modelling a LWL based on computational multibody dynamics is achieved by modelling each system of the articulated vehicle separately then merging them to form an overall system of an articulated vehicle navigating a predefined path. This model includes the front and rear frames, articulated hinge, steering actuators, tyre model, steering controller and a predefined path. Fuzzy and PID steering controllers are developed and simulated. Results show that it is possible to model large articulated vehicles as a multibody mechanical system. Both of the developed controllers are able to control the lateral and longitudinal motion of the vehicle and drive the machine over the desired path accurately. The fuzzy logic controller has longer rising time but shorter settling time when compared with the PID controller.

[1]  Takashi Tsubouchi,et al.  V Shape Path Generation for Loading Operation by Wheel Loader , 2005, FSR.

[2]  Hans B. Pacejka,et al.  Tire and Vehicle Dynamics , 1982 .

[3]  Bassam J. Alshaer,et al.  Path planning, modeling and simulation of an autonomous articulated heavy construction machine performing a loading cycle , 2013 .

[4]  William Robert Norris,et al.  Rule-base reduction for a fuzzy human operator performance model , 2006 .

[5]  A. B. Rad,et al.  Truck backing up neural network controller optimized by genetic algorithms , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[6]  Claudio Altafini,et al.  A Path-Tracking Criterion for an LHD Articulated Vehicle , 1999, Int. J. Robotics Res..

[7]  L. Shepp,et al.  OPTIMAL PATHS FOR A CAR THAT GOES BOTH FORWARDS AND BACKWARDS , 1990 .

[8]  Jurek Z. Sasiadek,et al.  PATH TRACKING OF AN AUTONOMOUS LHD ARTICULATED VEHICLE , 2005 .

[9]  Reza Ghabcheloo,et al.  Modeling and motion control of an articulated-frame-steering hydraulic mobile machine , 2009, 2009 17th Mediterranean Conference on Control and Automation.

[10]  Carmen Debeleac Nonlinear approaches on dynamics of multibody mechanical systems with advanced computing tools , 2009 .

[11]  A. Ferrara,et al.  Hybrid variable structure path tracking control of articulated vehicles , 2004, Proceedings of the 2004 American Control Conference.

[12]  Peter I. Corke,et al.  Steering kinematics for a center-articulated mobile robot , 2001, IEEE Trans. Robotics Autom..

[13]  Hisashi Osumi,et al.  Development of Autonomous System for Loading Operation by Wheel Loader , 2006 .

[14]  Florent Lamiraux,et al.  Path Optimization for Nonholonomic Systems: Application to Reactive Obstacle Avoidance and Path Planning , 2003, Control Problems in Robotics.

[15]  John T. Wen,et al.  A path space approach to nonholonomic motion planning in the presence of obstacles , 1997, IEEE Trans. Robotics Autom..

[16]  Mete Kalyoncu Mathematical modelling and dynamic response of a multi-straight-line path tracing flexible robot manipulator with rotating-prismatic joint , 2008 .

[17]  R. M. DeSantis Modeling and path-tracking for a load-haul-dump mining vehicle , 1997 .

[18]  Shigeru Sarata,et al.  Unmanned loading operation by autonomous wheel loader , 2009, 2009 ICCAS-SICE.

[19]  Reno Filla An Event-driven Operator Model for Dynamic Simulation of Construction Machinery , 2005, ArXiv.

[20]  Takashi Tsubouchi,et al.  Approach Path Generation to Scooping Position for Wheel Loader , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[21]  A. Hemami,et al.  Control of articulated vehicle for mining applications: modeling and laboratory experiments , 1997, Proceedings of the 1997 IEEE International Conference on Control Applications.

[22]  Takashi Tsubouchi,et al.  Planning of scooping position and approach path for loading operation by wheel loader , 2005 .

[23]  S. Yuta,et al.  Path generation for articulated steering type vehicle using symmetrical clothoid , 2002, 2002 IEEE International Conference on Industrial Technology, 2002. IEEE ICIT '02..

[24]  Peter Corke,et al.  Autonomous Control of an Underground Mining Vehicle , 2001 .

[25]  Kalevi Huhtala,et al.  Autonomous Motion Control of a Wheel Loader , 2009 .