2 March 2001 General framework for group robotics with applications in mining
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Proceedings Volume 4195, Mobile Robots XV and Telemanipulator and Telepresence Technologies VII; (2001) https://doi.org/10.1117/12.417329
Event: Intelligent Systems and Smart Manufacturing, 2000, Boston, MA, United States
Abstract
Worker safety is ofparamount importance in industries where harsh working environments are the norm. The research being conducted by this group aims to take workers out ofharm's way by creating an automated control system for fleets of intelligent machines that will do the dirty work, while the humans oversee the system to ensure proper operation. The focus of the research is not on machine intelligence, but rather on the system that will control the fleet in unstructured or semistructured locales. Mine environments are used as a target for this research, which is broken into a few main sections. The first section deals with dynamically creating task schedules for the vehicles based on possibly changing environmental conditions. The second section deals with resource sharing between multiple vehicles, especially the sharing ofroadways to ensure operational safety. This is done using Petri net data structures and theory. Thirdly, since the machines may not be able to independently cope with obstacles they encounter, human intervention capability is required. Fourthly, for human operators to make sense of the system's overall state and requests, development of a human-machine interface is necessary. Experiments have been conducted which demonstrate the successful use ofthis framework to control two model-size intelligent machines given one shared resource, namely a two-road intersection. In the future the group intends on imposing greater loads on the system (i.e. more vehicles and shared resources), and on integrating more complex human intervention capabilities, finer vehicle control, and improved system state monitoring.
© (2001) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Jamie King, Rodney D. Hale, Faustina Hwang, J. Seshadri, Mohd Rokonuzzaman, Raymond G. Gosine, "General framework for group robotics with applications in mining", Proc. SPIE 4195, Mobile Robots XV and Telemanipulator and Telepresence Technologies VII, (2 March 2001); doi: 10.1117/12.417329; https://doi.org/10.1117/12.417329
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