무선센서 네트워크를 이용한 지하광산 내 환경 모니터링과 통신 시스템의 연구 동향 분석 및 고찰 = Review of Environmental Monitoring and Communication System in Underground Mines Using Wireless Sensor Network

국문 초록 (Abstract)

지하광산 내 심각한 사고가 전 세계적으로 끊임없이 발생하고 있다. 작업자의 생명과 건강을 확보하고 생산성을 향상시키기 위해서 최근 갱내 무선센서 네트워크 기반 환경 모니터링 및 통신 시스템의 구축을 위한 수많은 연구가 진행되고 있다. 국내에서도 최근 정보통신기술의 도입으로 이러한 시스템의 개발 및 구축 사례가 증가하기 시작했지만 갱내통기를 고려한 환경 모니터링에 대한 국내연구는 미비하다. 본 연구에서는 갱내 무선센서 네트워크의 구축 및 환경 모니터링에 관련한 해외의 다양한 연구 동향을 분석하였고, 특히 환경 모니터링 시스템의 갱내통기와 관련한 7가지 세부 주제에 대하여 고찰하였다. 또한 실시간 모니터링을 수행한 연구의 동향을 통기 네트워크 해석에 활용되는 상용 소프트웨어 별로 정리하여 고찰하였다. 본 연구를 통해 국내광산에 적용하기 위해 추후 연구가 필요한 주제와 국내에 적용 중인 갱내환경 기준에 대해 논의하였다. 본 논문은 국내 지하광산 내 무선센서 네트워크 기반의 환경모니터링과 통신 시스템의 구축과 관련한 향후 연구에 도움이 될 것으로 기대된다.

다국어 초록 (Multilingual Abstract)

Severe mine disasters have continued to occur around the world. To ensure worker’s health and safety and enhance the productivity, a number of studies have been conducted for the development of wireless sensor network (WSN), environmental monitoring, and communication system in underground mines. An increase in development and application of these systems has just begun with the introduction of information and communication technology into the mining industry in Korea, and yet there have been only a few studies that considered the underground mine ventilation system. This study presented the literature review on the development of WSN and environmental monitoring in underground mines, and especially, on 7 subjects in terms of underground mine ventilation. Moreover, studies that especially conducted real-time environmental monitoring were reviewed and categorized by each commercial software commonly utilized for the ventilation network analysis. For the application in domestic underground mines, further issues were discussed regarding research subjects that may be needed in the future and domestic environmental standards that has been used in the underground mine operation. This paper is expected to be useful for the development of WSN-based environmental monitoring and communication system, as well as for related studies in the future.

목차 (Table of Contents)

• ABSTRACT
• 초록
• 1. 서론
• 2. 갱내 무선센서 네트워크 연구 현황
• 3. 환경 모니터링 시스템
• 4. 실시간 통기 네트워크 시뮬레이션 연구 동향
• 5. 국내 적용에 대한 고찰
• 6. 결론 및 시사점
• REFERENCES

참고문헌 (Reference)

1 유영석, "현장실측을 통한 국내 일반광의 열역학적 자연통기력 연구" 한국암반공학회 23 (23): 288-296, 2013

2 김영수, "추적가스법을 적용한 국내 석회석 광산의 환기성능 평가 연구" 한국암반공학회 26 (26): 274-282, 2016

3 Cho, S.H., "지하 심부 정보획득.통신 기술" 66 (66): 18-26, 2017

4 박선오, "열적지표를 적용한 국내 고심도 석탄광산의 열환경 평가 연구" 한국암반공학회 24 (24): 166-175, 2014

5 송두환, "심부 광산의 효율적 환기 시스템에 관한 연구" 한국청정기술학회 22 (22): 168-174, 2016

6 권종원, "비분산적외선 CO₂센서를 이용한 무선 센서 네트워크 기반의 지하 공기질 모니터링 시스템" 대한전자공학회 46 (46): 28-38, 2009

7 주양익, "무선 센서 네트워크를 이용한 터널 내환경 관리 시스템에 관한 연구" 한국멀티미디어학회 16 (16): 1196-1203, 2013

8 박동준, "대단면 석회석 광산 갱도 내 국부선풍기 승압력 및 통기효과 비교 연구" 한국암반공학회 27 (27): 1-11, 2017

9 최용근, "광산에서 ICT의 역할과 기술 동향" 한국자원공학회 54 (54): 66-78, 2017

10 KORES, "광산안전기술기준 [Mine Safety Technology Standards]"

11 김수홍, "광산 통기 네트워크 연구" 한국암반공학회 27 (27): 217-229, 2017

12 Akyildiz, I.F., "Wireless underground sensor networks: Research challenges" 4 (4): 669-686, 2006

13 Mahdavipour, O., "Wireless sensors for automated control of total incombustible content (TIC) of dust deposited in underground coal mines" 3-6, 2015

14 Bhattacharjee, S., "Wireless sensor network-based fire detection, alarming, monitoring and prevention system for Bord-and-Pillar coal mines" 85 (85): 571-581, 2012

15 Yick, J., "Wireless sensor network survey" 52 (52): 2292-2330, 2008

16 Chen, W., "Wireless sensor network nodes correlation method in coal mine tunnel based on Bayesian decision" 46 (46): 2335-2340, 2013

17 Muduli, L., "Wireless sensor network based fire monitoring in underground coal mines: A fuzzy logic approach" 113 : 435-447, 2018

18 Bandyopadhyay, L.K., "Wireless information and safety system for underground mines" 68 : 9-16, 2008

19 Ranjan, A., "Wireless Sensor Networks: An emerging solution for underground mines" 7 (7): 1-27, 2016

20 Bo, C., "Web of things-based remote monitoring system for coal mine safety using wireless sensor network" 10 (10): 1-14, 2014

21 Kocsis, C.K., "Ventilation system operating cost comparison between a conventional and an automated underground metal mine" 55 (55): 57-64, 2003

22 Halim, A., "Ventilation requirements for diesel equipment in underground mines - Are we using the correct values?" Society for Mining, Metallurgy and Exploration 1-7, 2017

23 Massanes, M.B., "Ventilation management system for underground environments" 50 : 516-522, 2015

24 Stolkin, R., "Using environmental models to optimize sensor placement" 7 (7): 319-320, 2007

25 Kennedy, G.A., "Underground wireless networking: A performance evaluation of communication standards for tunnelling and mining" 43 : 157-170, 2014

26 Li, M., "Underground structure monitoring with wireless sensor networks" 69-78, 2007

27 Huang, X., "Underground miners localization system based on ZigBee and WebGIS" IEEE 1-5, 2010

28 Roghanchi, P., "Underground climatic monitoring and modeling: Are we missing something?" 18 : 133-139, 2017

29 이석철, "USN 기반의 지하역사 모니터링 시스템의 설계 및 개발" 한국멀티미디어학회 12 (12): 1629-1639, 2009

30 Osunmakinde, I.O., "Towards safety from toxic gases in underground mines using wireless sensor networks and ambient intelligence" 9 (9): 159273-, 2013

31 He, X., "The design of tungsten mine environment monitoring system based on wireless sensor networks" IEEE 1319-1322, 2012

32 Niu, X., "The design and evaluation of a wireless sensor network for mine safety monitoring" 12 : 1291-1295, 2007

33 Bo, C., "The complex alarming event detecting and disposal processing approach for coal mine safety using wireless sensor network" 8 (8): 1-12, 2012

34 Queiroz, D.V., "Survey and systematic mapping of industrial wireless sensor networks" 97 : 96-125, 2017

35 Danko, G.L., "Subsurface flow and transport process model for time dependent mine ventilation simulations" 122 (122): 134-144, 2013

36 Mcpherson, M.J., "Subsurface Ventilation and Environmental Engineering" Springer Science & Business Media 1993

37 Park, D., "Study of air quality monitoring based on wireless sensor network" Korean Society for Railway 1756-1760, 2008

38 Wang, X., "Spatiotemporal anomaly detection in gas monitoring sensor networks" 90-105, 2008

39 Misra, P., "Safety assurance and rescue communication systems in high-stress environments: A mining case study" 48 (48): 66-73, 2010

40 Darling, P., "SME Mining Engineering Handbook" Society for Mining, Metallurgy, and Exploration, Inc 2011

41 정지후, "Reverse RFID 시스템을 이용한 지하광산에서의 장비 이동시간 측정" 한국암반공학회 26 (26): 253-265, 2016

42 Barone, T.L., "Real-time sizing of airborne coarse coal dust" Society for Mining, Metallurgy and Exploration 6 : 11-18, 2017

43 McDaniel, K.H., "Real-time psychrometric data collection" Min. Eng., Trans. Soc. Min. Metall. Explor. Inc. 74-77, 1988

44 McDaniel, K.H., "Real-time mine ventilation simulation" Min. Eng., Trans. Soc. Min. Metall. Explor. Inc. 71-75, 1997

45 Noll, J., "Real-time diesel particulate monitor for underground mines" 5 (5): 2954-2963, 2013

46 Wu, H.W., "Real-time airflow monitoring and control within the mine production system" 383-389, 2005

47 Belle, B., "Real-time air velocity monitoring in mines-a quintessential design parameter for managing major mine health and safety hazards" University of Wollongong, The Australasian Institute of Mining and Metallurgy & Mine Managers Association of Australia 184-198, 2013

48 Gillies, A., "Real time integrated mine ventilation monitoring" 133-140, 2003

49 김두영, "Rampway 설치 석회석 광산내 환기 현황 및 열환경 분석 사례연구" 한국암반공학회 22 (22): 163-172, 2012

50 Bluetooth SIG Inc., "Radio Versions | Bluetooth Technology Website"

51 Dementyev, A., "Power consumption analysis of Bluetooth Low Energy, ZigBee and ANT sensor nodes in a cyclic sleep scenario" IEEE 1-4, 2013

52 Moridi, M.A., "Performance analysis of ZigBee network topologies for underground space monitoring and communication systems" 71 : 201-209, 2018

53 Wang, D., "Optimized anchor nodes placement for underground mine localization system based on ZigBee technology" IEEE 478-481, 2011

54 Hartman, H.L., "Mine ventilation and air conditioning" John Wiley & Sons 2012

55 Gillies, A.D.S., "Mine regulators to allow real time ventilation monitoring" 145-150, 2002

56 Gillies, A.D.S., "Measurement of airflow through regulators and real time integrated monitoring" 301-308, 2002

57 Wu, L., "Major accident analysis and prevention of coal mines in China from the year of 1949 to 2009" 21 (21): 693-699, 2011

58 Cheng, B., "Lightweight monitoring and control system for coal mine safety using REST style" 54 : 229-239, 2015

59 Carpenter, K., "Investigating the importance of climatic monitoring and modeling in deep and hot US underground mines" 1-4, 2015

60 Ruckman, R., "Integrating Ventilation Monitoring Sensor Data with Ventilation Computer Simulation Software at the Waste Isolation Pilot Plant Facility" 96 : 237-242, 2010

61 Kumar, T.A., "Integrated mine safety monitoring and alerting system using Zigbee & Can Bus" 8 (8): 82-87, 2013

62 Gaware, J.J., "Indigenous development and networking of online radon monitors in the underground uranium mine" 34 (34): 37-40, 2011

63 Min, B., "Implementation of sensor network for subway air-quality monitoring system" 326-327, 2012

64 Government of Western Australia, "Guideline on management of diesel emission in Western Australian mining operations"

65 Furuno, Y., "Global Deployment of Mining Solution Business Powered by ICT" 64 (64): 377-382, 2015

66 Liu, H., "GIS-Based mine ventilation network and safety analysis" 5 : 2945-2948, 2004

67 Chehri, A., "Experimental testing of IEEE801.15.4/ZigBeeTM sensor networks in confined area" 244-247, 2010

68 Vanduc Nguyen, "Experimental and CFD Study on the Exhaust Efficiency of a Smoke Control Fan in Blind Entry Development Sites" 한국암반공학회 28 (28): 38-58, 2018

69 Roghanchi, P., "Evaluation of the atmospheric and underground environmental conditions by means of continuous climatic monitoring systems - Lessons learned" 9-16, 2017

70 Rowland, J.H., "Evaluation of different carbon monoxide sensors for battery charging stations" 1-6, 2018

71 Mcdaniel, K., "Evaluation of Different Airflow Sensors at the WIPP Facility" SME 519-525, 1996

72 Vutukuri, V.S., "Environmental Engineering in Mines" Cambridge University Press 1986

73 Wu, H.W., "Developments in real time personal diesel particulate monitoring in mines" 629-636, 2008

74 Moridi, M.A., "Development of wireless sensor networks for underground communication and monitoring systems (the cases of underground mine environments)" 73 : 127-138, 2018

75 Moridi, M.A., "Development of underground mine monitoring and communication system integrated ZigBee and GIS" 25 (25): 811-818, 2015

76 Kwon, J., "Development of machine intelligent communication module for remote air quality management monitoring system in underground tunnel" 173-174, 2010

77 Agioutantis, Z., "Development of an atmospheric data management system for underground coal mines" 114 (114): 1059-1063, 2014

78 Gillies, A.D.S., "Development of a real time airflow monitoring and control system" 145-155, 2004

79 Reddy, A.C., "Development of a coal reserve GIS model and estimation of the recoverability and extraction costs" West Virginia University 2009

80 Salap, S., "Development of a GIS-based monitoring and management system for underground coal mining safety" 80 (80): 105-112, 2009

81 Zhou, L., "Determination of velocity correction factors for real-time air velocity monitoring in underground mines" 4 (4): 322-332, 2017

82 Griffin, K.R., "Designing and modeling wireless mesh communication in underground coal mines" 1-4, 2010

83 Chehri, A., "Design of wireless sensor network for mine safety monitoring" 001532-001535, 2011

84 Baishun, S., "Design of the mine gas sensor based on Zigbee" 77-, 2010

85 Li-min, Y., "Design of monitoring system for coal mine safety based on wireless sensor network" 409-414, 2008

86 Yang, D., "Design of environmental monitoring node of coal mine based on CC2530" IEEE 14 : 418-421, 2010

87 Dassault Systemes, "Dassault Systemes' Geovia Customer Dundee Precious Metals Recognised With 2013 Ingenious Award For Innovative Use Of Technology"

88 Griffin, K.R., "Comprehensive ventilation simulation of atmospheric monitoring sensors in underground coal mines" 509-516, 2012

89 Chen, W., "Clustering chain-type topology for wireless underground sensor networks" 1125-1129, 2010

90 Samosuyev, V., "Bluetooth Low Energy compared to Zigbee and Bluetooth Classic" Mikkeli University of Applied Sciences 2010

91 Baek, J., "BBUNS: Bluetooth beacon-based underground navigation system to support mine haulage operations" 7 (7): 228-, 2017

92 Benedetto, M.D., "Automatic verification of wireless control in a mining ventilation system" 858-863, 2008

93 Chen, S., "Analysis of the power consumption for wireless sensor network node based on ZigBee" 29 : 1994-1998, 2012

94 Moridi, M.A., "An investigation of underground monitoring and communication system based on radio waves attenuation using ZigBee" 43 : 362-369, 2014

95 Sun, Y., "An energy efficiency clustering routing protocol for WSNs in confined area" 21 (21): 845-850, 2011

96 Wang, K., "An automatic approach for the control of the airflow volume and concentrations of hazardous gases in coal mine galleries" 43 : 676-687, 2016

97 Park, D.S., "Air pollution monitoring of subway using wireless sensor network" 984-988, 2007

98 Bai, M., "A wireless sensor network used in coal mines" 319-323, 2007

99 Liu, H., "A time varying ventilation and dust control strategy based on the temporospatial characteristics of dust dispersion" 7 (7): 59-, 2017

100 Acuna, E.I., "A review of primary mine ventilation system optimization" 44 (44): 163-175, 2014

101 Takiff, L., "A real-time, wearable elemental carbon monitor for use in underground mines" 137-141, 2010

102 Muduli, L., "A novel wireless sensor network deployment scheme for environmental monitoring in longwall coal mines" 109 : 564-576, 2017

103 Minhas, U.I., "A WSN for monitoring and event reporting in underground mine environments" 12 (12): 485-496, 2017

104 Maurice Sunkpal, "A Method to Protect Mine Workers in Hot and Humid Environments" 한국산업안전보건공단 산업안전보건연구원 9 (9): 149-158, 2018

105 Bascompta, M., "A GIS-based approach: Influence of the ventilation layout to the environmental conditions in an underground mine" 182 : 525-530, 2016

106 Mine Safety and Health Administration, "30 CFR Part 72 Diesel Particulate Matter Exposure of Coal Miners; Proposed Rule" 68 : 5526-, 2001