Incremental Task-Level Reasoning in a Competitive Factory Automation Scenario

Facing the fourth industrial revolution, autonomous mobile robots are expected to play an important role in the production processes of the future. The new Logistics League Sponsored by Festo (LLSF) under the RoboCup umbrella focuses on this aspect of robotics to provide a benchmark testbed on a common robot platform. We describe certain aspects of the integrated robot system of our Carologistics RoboCup team, in particular our reasoning system for the supply chain problem of the LLSF. We approach the problem by deploying the CLIPS rules engine for product planning and dealing with the incomplete knowledge that exists in the domain and show that it is suitable for computationally limited platforms.

[1]  Ross A. Knepper,et al.  Herb 2.0: Lessons Learned From Developing a Mobile Manipulator for the Home , 2012, Proceedings of the IEEE.

[2]  Morgan Quigley,et al.  ROS: an open-source Robot Operating System , 2009, ICRA 2009.

[3]  Leslie Pack Kaelbling,et al.  Hierarchical Planning in the Now , 2010, Bridging the Gap Between Task and Motion Planning.

[4]  Bernhard Nebel,et al.  Task Planning for an Autonomous Service Robot , 2010, KI.

[5]  Rachid Alami,et al.  A Robot Task Planner that Merges Symbolic and Geometric Reasoning , 2004, ECAI.

[6]  Edward A. Lee Cyber Physical Systems: Design Challenges , 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

[7]  Alexander Ferrein,et al.  A Lua-based Behavior Engine for Controlling the Humanoid Robot Nao , 2009, RoboCup.

[8]  Hiroaki Kitano,et al.  RoboCup: The Robot World Cup Initiative , 1997, AGENTS '97.

[9]  Jeremy Rifkin,et al.  The Third Industrial Revolution , 2011 .

[10]  D. Long,et al.  Planning in Supply Chain Optimization Problem , 2007 .

[11]  Robert M. Wygant CLIPS - a powerful development and delivery expert system tool , 1989 .

[12]  Charles L. Forgy,et al.  Rete: a fast algorithm for the many pattern/many object pattern match problem , 1991 .

[13]  Alexander Ferrein,et al.  Design Principles of the Component-Based Robot Software Framework Fawkes , 2010, SIMPAR.

[14]  F. Fischler,et al.  The third Industrial Revolution , 2012 .