TY - JOUR
T1 - New insights on ground control in intelligent mining with Internet of Things
AU - Hao, Yang
AU - Wu, Yu
AU - Ranjith, P. G.
AU - Zhang, Kai
AU - Zhang, Houquan
AU - Chen, Yanlong
AU - Li, Ming
AU - Li, Pan
N1 - Funding Information:
This research is supported by Outstanding Innovation Scholarship for Doctoral Candidate of “Double First Rate” Construction Disciplines of CUMT, China .
Funding Information:
This research is supported by Outstanding Innovation Scholarship for Doctoral Candidate of ?Double First Rate? Construction Disciplines of CUMT, China.
Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2020/1/15
Y1 - 2020/1/15
N2 - The conception of Smart city has been gaining momentum in recent years. Coal mines as a part of city should be characterized with smart or intelligent features. Production and safety are two major themes in coal mining. With the development of automation, Internet of Things (IoT), big data, artificial intelligence, and cloud computing in Fourth Industrial Revolution, Intelligence Mining has been put forward by Chinese Academy of Engineering to achieve the goal of unmanned workface production. However, safety is not highlighted in the novel idea. In this paper, ground control in intelligent mining with IoT is studied. An architecture of ground control with IoT is proposed. The previous research on theoretical modeling and on-site monitoring methods are reviewed. Then the IoT based ground control method is proposed. An on-going dynamic platform on ground control are proposed based on our research of nondestructive testing (NDT) on rock bolt anchorage quality assessment. The research progress is introduced with equipment introduction, principles, and an on-site experiment. Future developments on combination of NDT and IoT of ground control is discussed. The ideas, frameworks, and results in this paper can make efforts on safety control and spark new ideas in the much-anticipated Intelligence Mining.
AB - The conception of Smart city has been gaining momentum in recent years. Coal mines as a part of city should be characterized with smart or intelligent features. Production and safety are two major themes in coal mining. With the development of automation, Internet of Things (IoT), big data, artificial intelligence, and cloud computing in Fourth Industrial Revolution, Intelligence Mining has been put forward by Chinese Academy of Engineering to achieve the goal of unmanned workface production. However, safety is not highlighted in the novel idea. In this paper, ground control in intelligent mining with IoT is studied. An architecture of ground control with IoT is proposed. The previous research on theoretical modeling and on-site monitoring methods are reviewed. Then the IoT based ground control method is proposed. An on-going dynamic platform on ground control are proposed based on our research of nondestructive testing (NDT) on rock bolt anchorage quality assessment. The research progress is introduced with equipment introduction, principles, and an on-site experiment. Future developments on combination of NDT and IoT of ground control is discussed. The ideas, frameworks, and results in this paper can make efforts on safety control and spark new ideas in the much-anticipated Intelligence Mining.
KW - Ground control
KW - Intelligence Mining
KW - Internet of Things
KW - Mine safety
UR - http://www.scopus.com/inward/record.url?scp=85077509417&partnerID=8YFLogxK
U2 - 10.1016/j.comcom.2019.12.032
DO - 10.1016/j.comcom.2019.12.032
M3 - Article
AN - SCOPUS:85077509417
SN - 0140-3664
VL - 150
SP - 788
EP - 798
JO - Computer Communications
JF - Computer Communications
ER -
