643
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Future mining based on internet of things (IoT) and sustainability challenges

, ORCID Icon &
Pages 211-228 | Received 11 Jul 2022, Accepted 13 Oct 2022, Published online: 25 Oct 2022

References

  • Abbasi MA, Memon ZA, Memon J, Syed TQ, Alshboul R. 2017. Addressing the future data management challenges in iot: a proposed framework. International Journal of Advanced Computer Science and Applications. 8(5):197–207.
  • AIAA Scitech. 2020 . Monitoring of inaccessible areas in GPS-denied underground mines using a fully autonomous encased safety inspection drone.
  • Alam T, Benaida M. 2019. The role of cloud-MANET framework in the internet of things. IoT). arXiv preprint arXiv:190209436.
  • Almeida I, Jackson JM, Vilela Rad G. 2019. Reasons for investigating the organizational dynamics of the Vale tailings dam disaster in Brumadinho, Minas Gerais State, Brazil. Cad Saude Publica, 35.
  • Amin R, Kumar N, Biswas G, Iqbal R, Chang V. 2018. A light weight authentication protocol for IoT-enabled devices in distributed Cloud Computing environment. Future Generation Computer Systems. 78:1005–1019. doi:10.1016/j.future.2016.12.028.
  • Anandhi S, Anitha R, Sureshkumar V. 2019. IoT enabled RFID authentication and secure object tracking system for smart logistics. Wireless Personal Communications. 104(2):543–560. doi:10.1007/s11277-018-6033-6.
  • The application of wireless sensor networks in coal mine. 2009 7th International Conference on Information, Communications and Signal Processing (ICICS), United States; 2009: IEEE.
  • Asgari GR, Ghaemi F, Soleimany B, Rahimi B, Shekarian Y. 2019. Role of incompetent strata and geometry of faults on the folding mechanism, a case study: the Karun oil field in the Dezful Embayment, Iran. Modeling Earth Systems and Environment. 5(4):1781–1800. doi:10.1007/s40808-019-00636-5.
  • Atzori L, Iera A, Morabito G. 2010. The internet of things: a survey. Comput Netw. 54(15):2787–2805. doi:10.1016/j.comnet.2010.05.010.
  • Bandyopadhyay L, Chaulya S, Mishra P. 2010. Wireless communication in underground mines. New York: RFID-Based Sens Netw; p. 22.
  • Beran TN, Ramirez-Serrano A, Vanderkooi OG, Kuhn S. 2015. Humanoid robotics in health care: an exploration of children’s and parents’ emotional reactions. J Health Psychol. 20(7):984–989. doi:10.1177/1359105313504794.
  • Bhattacharjee S, Roy P, Ghosh S, Misra S, Obaidat MS. 2012. Wireless sensor network-based fire detection, alarming, monitoring and prevention system for Bord-and-Pillar coal mines. Journal of Systems and Software. 85(3):571–581. doi:10.1016/j.jss.2011.09.015.
  • Bolton RN. 2020. Commentary: future directions of the service discipline. Journal of Services Marketing. 34(3):279–289. doi:10.1108/JSM-02-2020-0067.
  • Bo C, Xin C, Zhongyi Z, Chengwen Z, Junliang C. 2014. Web of things-based remote monitoring system for coal mine safety using wireless sensor network. International Journal of Distributed Sensor Networks. 10(8):323127. doi:10.1155/2014/323127.
  • Cai H, Xu B, Jiang L, Vasilakos AV. 2016. IoT-based big data storage systems in cloud computing: perspectives and challenges. IEEE Internet of Things Journal. 4(1):75–87. doi:10.1109/JIOT.2016.2619369.
  • Callaway E, Gorday P, Hester L, Gutierrez JA, Naeve M, Heile B, Bahl V. 2002. Home networking with IEEE 802.15. 4: a developing standard for low-rate wireless personal area networks. IEEE Commun Mag. 40(8):70–77. doi:10.1109/MCOM.2002.1024418.
  • Carvalho FP. 2017. Mining industry and sustainable development: time for change. Food and Energy Security. 6(2):61–77. doi:10.1002/fes3.109.
  • Chakravorty A. 2019. Underground robots: how robotics is changing the mining industry. Eos. 100. doi:10.1029/2019EO121687.
  • Chehri A, Fortier P, Tardif PM. 2009. UWB-based sensor networks for localization in mining environments. Ad Hoc Networks. 7(5):987–1000. doi:10.1016/j.adhoc.2008.08.007.
  • Da Xu L, He W, Li S. 2014. Internet of things in industries: a survey. IEEE Transactions on Industrial Informatics. 10(4):2233–2243. doi:10.1109/TII.2014.2300753.
  • Dessureault S. 2019. Rethinking fleet and personnel management in the era of IoT, big data, gamification, and low-cost tablet technology. Mining, Metallurgy & Exploration. 36(4):591–596. doi:10.1007/s42461-019-0073-7.
  • Dohare YS, Maity T, Das P, Paul P. 2015. Wireless Communication and Environment Monitoring in Underground Coal Mines – review. IETE Technical Review. 32(2):140–150. doi:10.1080/02564602.2014.995142.
  • Dong L, Mingyue R, Guoying M. 2017. Application of internet of things technology on predictive maintenance system of coal equipment. Procedia Engineering. 174:885–889. doi:10.1016/j.proeng.2017.01.237.
  • Drebenstedt C. 2014. The responsible mining concept–contributions on the interface between science and practical needs. mine planning and equipment selection. Cham: Springer; p. 3–24.
  • Ebrahimabadi A, Pouresmaieli M, Afradi A, Pouresmaeili E, Nouri S. 2018. Comparing two methods of PROMETHEE and Fuzzy TOPSIS in selecting the best plant species for the reclamation of Sarcheshmeh copper mine. Asian Journal of Water, Environment and Pollution. 15(2):141–152. doi:10.3233/AJW-180026.
  • Ekrami E, Pouresmaieli M, Sadat Hashemiyoon E, Noorbakhsh N, Mahmoudifard M. 2022. Nanotechnology: a sustainable solution for heavy metals remediation. Environmental Nanotechnology, Monitoring & Management. 18:100718. doi:10.1016/j.enmm.2022.100718.
  • Ekrami E, Pouresmaieli M, Shariati P, Mahmoudifard M. 2021. A review on designing biosensors for the detection of trace metals. Applied Geochemistry. 127:104902. Applied Geochemistry.104902. doi:10.1016/j.apgeochem.2021.104902.
  • Establishing a model to reduce the risk of premature mine closure. IOP Conference Series: Earth and Environmental Science; 2019a: IOP Publishing.
  • Fairhurst C. 2017. Some challenges of deep mining. Engineering. 3(4):527–537. doi:10.1016/J.ENG.2017.04.017.
  • Flammini A, Sisinni E. 2014. Wireless sensor networking in the internet of things and cloud computing era. Procedia Engineering. 87:672–679. doi:10.1016/j.proeng.2014.11.577.
  • Frustaci M, Pace P, Aloi G, Fortino G. 2017. Evaluating critical security issues of the IoT world: present and future challenges. IEEE Internet of Things Journal. 5(4):2483–2495. doi:10.1109/JIOT.2017.2767291.
  • Futures C. 2017. Mining equipment, technology and services: a roadmap for unlocking future growth opportunities for Australia.
  • Ghasemi E, Amini H, Ataei M, Khalokakaei R. 2014. Application of artificial intelligence techniques for predicting the flyrock distance caused by blasting operation. Arabian Journal of Geosciences. 7(1):193–202. doi:10.1007/s12517-012-0703-6.
  • Goldsmith A. 2005. Wireless communications. New York: Cambridge university press.
  • Hall DL, Llinas J 1997. An introduction to multisensor data fusion. Proceedings of the IEEE London, UK. 85 ():6–23.
  • Holder C, Khurana V, Harrison F, Jacobs L. 2016. Robotics and law: key legal and regulatory implications of the robotics age (Part I of II). Computer Law & Security Review. 32(3):383–402. doi:10.1016/j.clsr.2016.03.001.
  • Horberry T, Burgess-Limerick R, Steiner LJ. 2016. Human factors for the design, operation, and maintenance of mining equipment. United States: CRC Press.
  • Humphreys D. 2001. Sustainable development: can the mining industry afford it? Resources Policy. 27(1):1–7. doi:10.1016/S0301-4207(01)00003-4.
  • Hyder Z, Siau K, Nah F. 2019. Artificial intelligence, machine learning, and autonomous technologies in mining industry. Journal of Database Management (JDM). 30(2):67–79. doi:10.4018/JDM.2019040104.
  • Jo B, Khan RMA. 2018. An internet of things system for underground mine air quality pollutant prediction based on azure machine learning. Sensors. 18(4):930. doi:10.3390/s18040930.
  • Kelasidi E, Pettersen KY, Gravdahl JT. 2015. Energy efficiency of underwater robots. IFAC-PapersOnLine. 48(16):152–159. doi:10.1016/j.ifacol.2015.10.273.
  • Khomenko O, Rudakov D, Kononenko M. 2011. Automation of drill and blast design. Technical And Geoinformational Systems In Mining 271-275.
  • Kibira D, Kibira D, Kumaraguru S, Morris K. 2015. Methods and tools for performance assurance of smart manufacturing systems. Impact of Rehabilitation and Closure Costs on Production Rate and cut-off Grade Strategy, 98.
  • Kumar NM, Mallick PK. 2018. The Internet of Things: insights into the building blocks, component interactions, and architecture layers. Procedia Computer Science. 132:109–117. doi:10.1016/j.procs.2018.05.170.
  • Laurence D. 2011. Establishing a sustainable mining operation: an overview. J Clean Prod. 19(2–3):278–284. doi:10.1016/j.jclepro.2010.08.019.
  • Liu X, Liu L. 2014. Design of coal mine monitoring system based on internet of things. bio-inspired computing-theories and applications. Berlin: Springer; p. 289–294.
  • Maheswari C, Priyanka E, Thangavel S, Vignesh SR, Poongodi C. 2020. Multiple regression analysis for the prediction of extraction efficiency in mining industry with industrial IoT. Production Engineering. 14(4):457–471. doi:10.1007/s11740-020-00970-z.
  • Malik V, Singh S. 2019. Security risk management in IoT environment. Journal of Discrete Mathematical Sciences and Cryptography. 22(4):697–709. doi:10.1080/09720529.2019.1642628.
  • Ma D, Wang J, Li Z. 2019. Effect of particle erosion on mining-induced water inrush hazard of karst collapse pillar. Environmental Science and Pollution Research. 26(19):19719–19728. doi:10.1007/s11356-019-05311-x.
  • McGaughey J. 2020. Artificial intelligence and big data analytics in mining geomechanics. Journal of the Southern African Institute of Mining and Metallurgy. 120(1):15–21. doi:10.17159/2411-9717/847/2020.
  • McNinch M, Parks D, Jacksha R, Miller A. 2019. Leveraging IIoT to improve machine safety in the mining industry. Mining, Metallurgy & Exploration. 36(4):675–681. doi:10.1007/s42461-019-0067-5.
  • Mell P, Grance T. 2011. The NIST definition of cloud computing.
  • mGreer C, Burns M, Wollman D, Griffor E. 2019. Cyber-physical systems and internet of things.
  • mMoignard R. 2008. Harnessing mining data to improve mine performance.
  • Molaei F, Rahimi E, Siavoshi H, Afrouz SG, Tenorio V. 2020. A comprehensive review on internet of things (IoT) and its implications in the mining industry. American Journal of Engineering and Applied Sciences. 13(3):499–515. doi:10.3844/ajeassp.2020.499.515.
  • Moridi MA, Kawamura Y, Sharifzadeh M, Chanda EK, Jang H. 2014. An investigation of underground monitoring and communication system based on radio waves attenuation using ZigBee. Tunnelling and Underground Space Technology. 43:362–369. doi:10.1016/j.tust.2014.05.011.
  • Muduli L, Mishra DP, Jana PK. 2018. Application of wireless sensor network for environmental monitoring in underground coal mines: a systematic review. Journal of Network and Computer Applications. 106:48–67. doi:10.1016/j.jnca.2017.12.022.
  • Murphy JN, Parkinson HE 1978. Underground mine communications. Proceedings of the IEEE, USA. 66:26–50.
  • mWortmann F, Flüchter K 1867. Bus Inf Syst Eng. 57: 221. Internet of Things Technology and Value Added. Springer Fachmedien Wiesbaden. Online .www.radgreen.com. [ accessed 2021 2021 Jul 20.
  • Nilakantan JM, Huang GQ, Ponnambalam SG. 2015. An investigation on minimizing cycle time and total energy consumption in robotic assembly line systems. J Clean Prod. 90:311–325. doi:10.1016/j.jclepro.2014.11.041.
  • Nižetić S, Djilali N, Papadopoulos A, Rodrigues JJ. 2019. Smart technologies for promotion of energy efficiency, utilization of sustainable resources and waste management. Journal of Cleaner Production. 231:565–591. doi:10.1016/j.jclepro.2019.04.397.
  • Nong S 2010. Review of successes and failures of mechanisation trials on platinum mines of the Bushveld Complex. MSc Eng dissertation, University of the Witwatersrand, Johannesburg.
  • Paavola M, Seppälä P. 2016. Wireless networks in underground mines. Industrial Wireless Sensor Networks Elsevier. 107–123.
  • Paes K, Dewulf W, Vander Elst K, Kellens K, Slaets P. 2014. Energy efficient trajectories for an industrial ABB robot. Procedia Cirp. 15:105–110. doi:10.1016/j.procir.2014.06.043.
  • Pouresmaieli M, Ataei M, Forouzandeh P, Azizollahi P, Mahmoudifard M. 2022. Recent progress on sustainable phytoremediation of heavy metals from soil. Journal of Environmental Chemical Engineering 108482. 10(5):108482. doi:10.1016/j.jece.2022.108482.
  • Qiuping W, Shunbing Z, Chunquan D. 2011. Study on key technologies of Internet of Things perceiving mine. Procedia Engineering. 26:2326–2333. doi:10.1016/j.proeng.2011.11.2442.
  • Rahimi E, Maghsoudi A, Hezarkhani A. 2016. Geochemical investigation and statistical analysis on rare earth elements in Lakehsiyah deposit, Bafq district. Journal of African Earth Sciences. 124:139–150. doi:10.1016/j.jafrearsci.2016.09.001.
  • Ranking the efficiency of selected platinum mining methods using the analytic hierarchy process (AHP). Third International Platinum Conference ‘Platinum in Transformation’, Sun City, South African: The Southern African Institute of Mining and Metallurgy; 2008.
  • Reliability evaluation of coal mine internet of things. 2014 International Conference on Identification, Information and Knowledge in the Internet of Things, Beijing, China; 2014: IEEE.
  • A role for robotics in sustainable development? IEEE Africon’11, Nairobi, Kenya; 2011: IEEE.
  • Rose K, Eldridge S, Chapin L. 2015. The internet of things: an overview. The Internet Society (ISOC). 80:1–50.
  • Roselin J, Latha P, Benitta S. 2017. Maximizing the wireless sensor networks lifetime through energy efficient connected coverage. Ad Hoc Networks. 62:1–10. doi:10.1016/j.adhoc.2017.04.001.
  • Russell S, Norvig P. 2002. Artificial intelligence: a modern approach.
  • Sabins FF. 1999. Remote sensing for mineral exploration. Ore Geology Reviews. 14(3–4):157–183. doi:10.1016/S0169-1368(99)00007-4.
  • Saroufim CE. 2016. Internet of Things and anomaly detection for the iron ore mining industry. USA: Massachusetts Institute of Technology.
  • A scheme of data management in the Internet of Things. 2010 2nd IEEE InternationalConference on Network Infrastructure and Digital Content, Beijing, China: IEEE.
  • Schwab K. 2017. The fourth industrial revolution. Australia: Currency.
  • Sethi P, Sarangi SR. 2017. Internet of things: architectures, protocols, and applications. Journal of Electrical and Computer Engineering. 2017:1–25. doi:10.1155/2017/9324035.
  • Sharghivand N, Derakhshan F. 2021. Classification and intelligent mining of anomalies in industrial iot. ai-enabled threat detection and security analysis for industrial IoT. Cham: Springer; p. 163–180.
  • Shekarian Y, Hezarkhani A, Anaraki NN, Hassani AN. 2017. Geochemistry and petrography of REE-bearing Fe-oxide assemblages in Choghart iron deposit, Yazd, Iran. Arabian Journal of Geosciences. 10(12):1–28. doi:10.1007/s12517-017-2986-0.
  • Sittón-Candanedo I, Alonso RS, García Ó, Muñoz L, Rodríguez-González S. 2019. Edge computing, iot and social computing in smart energy scenarios. Sensors. 19(15):3353. doi:10.3390/s19153353.
  • SMARTIE project: secure IoT data management for smart cities. 2015 International Conference on Recent Advances in Internet of Things (RIoT), Singapore; 2015: IEEE.
  • Social aspects of automation: some critical insights. IOP Conference Series: Materials Science and Engineering, Birmingham, UK; 2017: IOP Publishing.
  • Sun E, Zhang X, Li Z. 2012. The internet of things (IOT) and cloud computing (CC) based tailings dam monitoring and pre-alarm system in mines. Safety Science. 50(4):811–815. doi:10.1016/j.ssci.2011.08.028.
  • Vagia M, Transeth AA, Fjerdingen SA. 2016. A literature review on the levels of automation during the years. What are the different taxonomies that have been proposed? Appl Ergon. 53:190–202. doi:10.1016/j.apergo.2015.09.013.
  • Vergnano A, Thorstensson C, Lennartson B, Falkman P, Pellicciari M, Leali F, Biller S. 2012. Modeling and optimization of energy consumption in cooperative multi-robot systems. IEEE Transactions on Automation Science and Engineering. 9(2):423–428. doi:10.1109/TASE.2011.2182509.
  • Wang J, Huang Z. 2017. The recent technological development of intelligent mining in China. Engineering. 3(4):439–444. doi:10.1016/J.ENG.2017.04.003.
  • Xia X, Chen Z, Wei W. 2018. Research on monitoring and prewarning system of accident in the coal mine based on big data. Scientific Programming. 2018:1–10. doi:10.1155/2018/9308742.
  • Yang H, Kumara S, Bukkapatnam ST, Tsung F. 2019. The internet of things for smart manufacturing: a review. IISE Transactions. 51(11):1190–1216. doi:10.1080/24725854.2018.1555383.
  • Yarkan S, Guzelgoz S, Arslan H, Murphy RR. 2009. Underground mine communications: a survey. IEEE Communications Surveys & Tutorials. 11(3):125–142. doi:10.1109/SURV.2009.090309.
  • Yinghua Z, Guanghua F, Zhigang Z, Zhian H, Hongchen L, Jixing Y. 2012. Discussion on application of IOT technology in coal mine safety supervision. Procedia Engineering. 43:233–237. doi:10.1016/j.proeng.2012.08.040.
  • Yunwang L, Shirong G, Hua Z, Haifang F, Jinke G. 2010. Mobile platform of rocker-type coal mine rescue robot. Mining Science and Technology (China). 20(3):466–471. doi:10.1016/S1674-5264(09)60227-1.
  • Zhao-ming Q, Yan-bin Y, Sa-sa Z, Gao-feng R. 2016. Design of online mine safety detection system based on internet of things. International Journal of Online Engineering. 12(12).
  • Zhou C, Damiano N, Whisner B, Reyes M. 2017. Industrial Internet of Things:(IIoT) applications in underground coal mines. Mining Engineering. 69(12):50. doi:10.19150/me.7919.
  • Zhou X, Yang X, Ma J, Kevin I, Wang K 2021. Energy efficient smart routing based on link correlation mining for wireless edge computing in IoT. IEEE Internet of Things Journal, United States.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.