A Comprehensive Review of Applications of Drone Technology in the Mining Industry

This paper aims to provide a comprehensive review of the current state of drone technology and its applications in the mining industry. The mining industry has shown increased interest in the use of drones for routine operations. These applications include 3D mapping of the mine environment, ore control, rock discontinuities mapping, postblast rock fragmentation measurements, and tailing stability monitoring, to name a few. The article offers a review of drone types, specifications, and applications of commercially available drones for mining applications. Finally, the research needs for the design and implementation of drones for underground mining applications are discussed.

[1]  Cristine L. S. Morgan,et al.  In Situ Characterization of Soil Clay Content with Visible Near‐Infrared Diffuse Reflectance Spectroscopy , 2007 .

[2]  Kang Sun,et al.  Open-path greenhouse gas sensor for UAV applications , 2012, 2012 Conference on Lasers and Electro-Optics (CLEO).

[3]  Ian McAllister,et al.  Use of Unmanned Aerial Systems Reduces HES Risks , 2018 .

[4]  Bart Custers,et al.  The Future of Drone Use , 2016 .

[5]  Richard Gloaguen,et al.  The Need for Accurate Geometric and Radiometric Corrections of Drone-Borne Hyperspectral Data for Mineral Exploration: MEPHySTo - A Toolbox for Pre-Processing Drone-Borne Hyperspectral Data , 2017, Remote. Sens..

[6]  Katharine Hall Kindervater,et al.  The emergence of lethal surveillance: Watching and killing in the history of drone technology , 2016 .

[7]  Feng Ju,et al.  Continuum robot shape estimation using permanent magnets and magnetic sensors , 2019, Sensors and Actuators A: Physical.

[8]  Peg Shippert.  Why Use Hyperspectral Imagery , 2004 .

[9]  A. Abdelkefi,et al.  Performance analysis of fixed wing space drones in different solar system bodies , 2018, Acta Astronautica.

[10]  Antonios Tsourdos,et al.  Design and Development of a Novel Spherical UAV , 2016 .

[11]  Yi Duan,et al.  Remediation and monitoring of abandoned mines , 2017 .

[12]  Hanumant Singh,et al.  Robotic tools for deep water archaeology: Surveying an ancient shipwreck with an autonomous underwater vehicle , 2010, J. Field Robotics.

[13]  Richard Gloaguen,et al.  Remote Sensing Exploration of Nb-Ta-LREE-Enriched Carbonatite (Epembe/Namibia) , 2016, Remote. Sens..

[14]  Nicu Sebe,et al.  Computer Vision – ECCV 2016 , 2016, Lecture Notes in Computer Science.

[15]  Yosoon Choi,et al.  Mapping hazardous mining-induced sinkhole subsidence using unmanned aerial vehicle (drone) photogrammetry , 2017, Environmental Earth Sciences.

[16]  Sergio Montenegro,et al.  Obstacle Detection and Collision Avoidance for a UAV With Complementary Low-Cost Sensors , 2015, IEEE Access.

[17]  Luis Felipe Gonzalez,et al.  Towards the Development of a Low Cost Airborne Sensing System to Monitor Dust Particles after Blasting at Open-Pit Mine Sites , 2015, Sensors.

[18]  A comparison of sensors for underground void mapping by unmanned aerial vehicles , 2017 .

[19]  Richard Gloaguen,et al.  Remote Sensing-Based Exploration of Structurally-Related Mineralizations around Mount Isa, Queensland, Australia , 2016, Remote. Sens..

[20]  Achim J. Lilienthal,et al.  Gas source localization with a micro-drone using bio-inspired and particle filter-based algorithms , 2013, Adv. Robotics.

[21]  J. Brasington,et al.  Modeling the topography of shallow braided rivers using Structure-from-Motion photogrammetry , 2014 .

[22]  Kurt Konolige,et al.  Projected texture stereo , 2010, 2010 IEEE International Conference on Robotics and Automation.

[23]  Mostafa Hassanalian,et al.  Classifications, applications, and design challenges of drones: A review , 2017 .

[24]  Wolfram Burgard,et al.  Autonomous exploration and mapping of abandoned mines , 2004, IEEE Robotics & Automation Magazine.

[25]  Peter Reinartz,et al.  An Operational System for Estimating Road Traffic Information from Aerial Images , 2014, Remote. Sens..

[26]  R.J. Fontana,et al.  An ultra wideband radar for micro air vehicle applications , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[27]  Mehmet Ali Yucel,et al.  Areal Change Detection and 3D Modeling of Mine Lakes Using High-Resolution Unmanned Aerial Vehicle Images , 2016 .

[28]  Mostafa Hassanalian,et al.  Evolution of space drones for planetary exploration: A review , 2018 .

[29]  Diego González-Aguilera,et al.  Image-Based Modelling from Unmanned Aerial Vehicle (UAV) Photogrammetry: An Effective, Low-Cost Tool for Archaeological Applications , 2015 .

[30]  R. Zetik,et al.  UWB feature localization for imaging , 2008, 2008 IEEE International Conference on Ultra-Wideband.

[31]  H. N. Shankar,et al.  Adaptive attitude control of the spherical drone on SO(3) , 2016, 2016 IEEE Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER).

[32]  T. Sankey,et al.  UAV hyperspectral and lidar data and their fusion for arid and semi‐arid land vegetation monitoring , 2018 .

[33]  Kamal Youcef-Toumi,et al.  Ultra-Wideband Radar for Robust Inspection Drone in Underground Coal Mines , 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

[34]  Marcello Chiaberge,et al.  Multipurpose UAV for search and rescue operations in mountain avalanche events , 2017 .

[35]  Chunlu Liu,et al.  Applications of multirotor drone technologies in construction management , 2019 .

[36]  Zbigniew Motyka.  Systems for spatial and physico-chemical parameters mapping of anthropogenic landscape forms and plants formations in mining areas with the use of photogrammetry and remote laser sensing from low height , 2017 .

[37]  G. Hunt.  SPECTRAL SIGNATURES OF PARTICULATE MINERALS IN THE VISIBLE AND NEAR INFRARED , 1977 .

[38]  C. Eck,et al.  AERIAL MAGNETIC SENSING WITH AN UAV HELICOPTER , 2012 .

[39]  Chee Yen Leow,et al.  An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges , 2018, IEEE Internet of Things Journal.

[40]  Gerald K. Moore,et al.  What is a picture worth? A history of remote sensing / Quelle est la valeur d'une image? Un tour d'horizon de télédétection , 1979 .

[41]  Mohsen Guizani,et al.  Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges , 2018, IEEE Access.

[42]  Juha Hyyppä,et al.  Remote sensing methods for power line corridor surveys , 2016 .

[43]  McLeodT.,et al.  USING VIDEO ACQUIRED FROM AN UNMANNED AERIAL VEHICLE (UAV) TO MEASURE FRACTURE ORIENTATION IN AN OPEN-PIT MINE , 2013 .

[44]  Derek M. Rogge,et al.  Application of Airborne, Laboratory, and Field Hyperspectral Methods to Mineral Exploration in the Canadian Arctic: Recognition and Characterization of Volcanogenic Massive Sulfide-Associated Hydrothermal Alteration in the Izok Lake Deposit Area, Nunavut, Canada , 2015 .

[45]  Micael S. Couceiro,et al.  A Sensor Fusion Layer to Cope with Reduced Visibility in SLAM , 2015, J. Intell. Robotic Syst..

[46]  Eleni I. Vlahogianni,et al.  Unmanned Aerial Aircraft Systems for Transportation Engineering: Current Practice and Future Challenges , 2016 .

[47]  Dario Floreano,et al.  A Collision‐resilient Flying Robot , 2014, J. Field Robotics.

[48]  Dieter Fox,et al.  RGB-D mapping: Using Kinect-style depth cameras for dense 3D modeling of indoor environments , 2012, Int. J. Robotics Res..

[49]  Kevin J. O'Connor,et al.  TDR monitoring as a component of subsidence risk assessment , 1997 .

[50]  Jeffrey E. Herrick,et al.  Unmanned aerial vehicle-based remote sensing for rangeland assessment, monitoring, and management , 2009 .

[51]  F. Russo,et al.  Using Advanced Aerial Platforms and Infrared Thermography to Track Environmental Contamination , 2012 .

[52]  Yosoon Choi,et al.  Reviews of unmanned aerial vehicle (drone) technology trends and its applications in the mining industry , 2016 .

[53]  Ryan R. Jensen,et al.  Small-Scale Unmanned Aerial Vehicles in Environmental Remote Sensing: Challenges and Opportunities , 2011 .

[54]  Jarrod C Hodgson,et al.  Precision wildlife monitoring using unmanned aerial vehicles , 2016, Scientific Reports.

[55]  Sima Noghanian,et al.  A Survey of Wireless Communications and Propagation Modeling in Underground Mines , 2013, IEEE Communications Surveys & Tutorials.

[56]  M. Nakagawa,et al.  Fast and safe gas detection from underground coal fire by drone fly over. , 2017, Environmental pollution.

[57]  Yosoon Choi,et al.  Topographic Survey at Small-scale Open-pit Mines using a Popular Rotary-wing Unmanned Aerial Vehicle (Drone) , 2015 .

[58]  Teresa A. Vidal-Calleja,et al.  Selective Combination of Visual and Thermal Imaging for Resilient Localization in Adverse Conditions: Day and Night, Smoke and Fire , 2013, J. Field Robotics.

[59]  Karen Anderson,et al.  Lightweight unmanned aerial vehicles will revolutionize spatial ecology , 2013 .

[60]  Rachel Finn,et al.  Privacy, data protection and ethics for civil drone practice: A survey of industry, regulators and civil society organisations , 2016, Comput. Law Secur. Rev..

[61]  Tsehaie Woldai,et al.  Multi- and hyperspectral geologic remote sensing: A review , 2012, Int. J. Appl. Earth Obs. Geoinformation.

[62]  Nicholas Roy,et al.  RANGE - robust autonomous navigation in GPS-denied environments , 2010, 2010 IEEE International Conference on Robotics and Automation.

[63]  Mostafa Hassanalian,et al.  A new method for design of fixed wing micro air vehicle , 2015 .

[64]  Arko Lucieer,et al.  Assessing the Accuracy of Georeferenced Point Clouds Produced via Multi-View Stereopsis from Unmanned Aerial Vehicle (UAV) Imagery , 2012, Remote. Sens..

[65]  Filip Biljecki,et al.  Applications of 3D City Models: State of the Art Review , 2015, ISPRS Int. J. Geo Inf..

[66]  Jin Zhou,et al.  The Impact of Different Levels of Autonomy and Training on Operators’ Drone Control Strategies , 2019 .

[67]  Pradip M. Jawandhiya,et al.  Review of Unmanned Aircraft System (UAS) , 2013 .

[68]  D. Genske,et al.  Mining subsidence and its effect on the environment: some differing examples , 2000 .

[69]  Lav Gupta,et al.  Survey of Important Issues in UAV Communication Networks , 2016, IEEE Communications Surveys & Tutorials.

[70]  Heikki Saari,et al.  Remote Sensing of 3-D Geometry and Surface Moisture of a Peat Production Area Using Hyperspectral Frame Cameras in Visible to Short-Wave Infrared Spectral Ranges Onboard a Small Unmanned Airborne Vehicle (UAV) , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[71]  Evsen Yanmaz,et al.  Survey on Unmanned Aerial Vehicle Networks for Civil Applications: A Communications Viewpoint , 2016, IEEE Communications Surveys & Tutorials.

[72]  Yosoon Choi,et al.  On-site Demonstration of Topographic Surveying Techniques at Open-pit Mines using a Fixed-wing Unmanned Aerial Vehicle (Drone) , 2015 .

[73]  T. Machida,et al.  A Lightweight Observation System for Atmospheric Carbon Dioxide Concentration Using a Small Unmanned Aerial Vehicle , 2006 .

[74]  Achim J. Lilienthal,et al.  Mobile Robots for Localizing Gas Emission Sources on Landfill Sites: Is Bio-Inspiration the Way to Go? , 2011, Front. Neuroeng..

[75]  Gr Freire,et al.  Capture of images in inaccessible areas in an underground mine using an unmanned aerial vehicle , 2017 .

[76]  Mostafa Hassanalian,et al.  Design, manufacturing, and flight testing of a fixed wing micro air vehicle with Zimmerman planform , 2017 .