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An innovative person detection system based on thermal imaging cameras dedicate for underground belt conveyors

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Within the INESI-project (Increasing Efficiency and Safety Improvement in Underground Mining Transportation Routes) long-wavelength infrared (LWIR) cameras are used for detecting persons on underground belt conveyors or within hazardous areas e.g. in front of crusher or skip vessels by the project partners KOMAG and the Institute for Advanced Mining Technologies (AMT). The test case for evaluating the performance of thermal imaging regarding these applications is the Polish Sobieski underground coal mine operated by Tauron mining company. By the development of thermal image processing algorithms, an automated detection of persons and classification of different objects was achieved. This may allow implementing smart services for person detection on underground belt conveyors as well as material characterization between coal, rock and disturbing objects on belt conveyors.
Czasopismo
Rocznik
Tom
Strony
275--288
Opis fizyczny
Bibliogr. 9 poz., rys., tab.
Twórcy
autor
  • Institute for Advanced Mining Technologies (AMT), RWTH Aachen University, Wüllnerstraße 2, 52062 Aachen, futh@amt.rwth-aachen.de
autor
  • KOMAG Institute of Mining Technology, Division of Drives and Control Systems, Pszczyńska 37, 44-101 Gliwice, Poland, bpolnik@komag.eu
autor
  • KOMAG Institute of Mining Technology, Division of Drives and Control Systems, Pszczyńska 37, 44-101 Gliwice, Poland
autor
  • Institute for Advanced Mining Technologies (AMT), RWTH Aachen University, Wüllnerstraße 2, 52062 Aachen
autor
  • Institute for Advanced Mining Technologies (AMT), RWTH Aachen University, Wüllnerstraße 2, 52062 Aachen
autor
  • Institute for Advanced Mining Technologies (AMT), RWTH Aachen University, Wüllnerstraße 2, 52062 Aachen
Bibliografia
  • BISHOP C.M., 2009, Pattern recognition and machine learning, 8th ed., Springer, New York, NY.
  • BERNHARD F., 2014, Handbuch der Technischen Temperaturmessung, Springer, Berlin, Heidelberg.
  • Cooperative Institute for Meterological Satellite Studies Space Science Engineering Center (SSEC), University of Wisconsin-Madison, [available online] https://cimss.ssec.wisc.edu/sage/meteorology/ lesson1/AtmAbsorbtion.htm [accessed: 8th of May 2019].
  • JASIULEK D., MALEC M., POLNIK B., STANKIEWICZ K., TRENCZEK S., 2019, State-of-the-art mechatronic systems for mining developed in Poland, Mining Goes Digital – Proceedings of the 39th International Symposium on Application of Computers and Operations Research in the Mineral Industry, APCOM, pp. 686–694.
  • POLNIK B., 2015, Tests of a longwall shearer diagnostic system using infrared camera, Measurement Automation Monitoring, No. 6, 249–252.
  • UTH F., 2019, Development of a person detection system on underground conveyors, INESI First Periodic Report Task 3.2, 1st of March.
  • UTH F., POLNIK B., 2018, Specifications for demonstrator of the thermal imaging person detection system, INESI Milestone M.3.1, 31st of October.
  • UTH F., TOKARCZYK J., 2019, 4th progress meeting of INESI-Project, Velenje, Slovenia, 27th of March.
  • VOLLMER M., MÖLLMANN K.P., 2010, Infrared thermal imaging: Fundamentals, research and applications, Wiley-VCH, Weinheim.
Uwagi
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-f48e23dd-c90e-4b13-820c-2bd508734566
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