DocumentCode :
2601988
Title :
Novel sensors for underground robotics
Author :
Green, Jeremy J. ; Coetzee, Shaun
Author_Institution :
Center for Min. Innovation in Johannesburg, CSIR, Johannesburg, South Africa
fYear :
2012
fDate :
20-24 Aug. 2012
Firstpage :
724
Lastpage :
728
Abstract :
The end state of an autonomous system in South Africa´s deep mines is a “fait accompli”. The current unacceptable safety records, and the increasing dangers as the mines get deeper, necessitate the removal of miners from the dangerous stope areas. Robotics seems an obvious solution. An autonomous robotic system to inspect the mine ceiling (hanging wall) is being developed at the Center for Mining Innovation as an initial robotic application for South African deep gold mines. A number of the key technologies needed to enable this are discussed. The localization system, the underground alternative to the GPS, is perhaps the single biggest hurdle needed in enabling underground robotics. A low cost, disposable solution for the small area gold stope (30m × 3m) is presented. Machine sensing of both the environment and of humans is critical in a shared working environment. Here we discuss alternatives to the current sensors used above ground for machine perception. In the deep gold mines the geothermal heat result in hot walls and thermal imaging becomes an option for structural imaging. The combination of temperature with a 3D data enables the determination of a risk measure, indicating potential danger areas. Potential methods of representing the risk data for the miner to interpret are discussed. Finally, the thermal camera in conjunction with a distance sensor is used to identify and track pedestrians in order to predict potential collisions.
Keywords :
collision avoidance; infrared imaging; mining industry; mobile robots; robot vision; safety; 3D data; GPS; South African deep gold mines; autonomous robotic system; fait accompli; geothermal heat; hot walls; localization system; machine perception; machine sensing; mine ceiling; mining innovation; potential collisions; potential danger areas; small area gold stope; structural imaging; thermal camera; thermal imaging; unacceptable safety records; underground alternative; underground robotics; Gold; Green products; Robot sensing systems; Rocks; Safety;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Science and Engineering (CASE), 2012 IEEE International Conference on
Conference_Location :
Seoul
ISSN :
2161-8070
Print_ISBN :
978-1-4673-0429-0
Type :
conf
DOI :
10.1109/CoASE.2012.6386418
Filename :
6386418
Link To Document :
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