Chapter
Jun 13, 2023

Virtual Reality Training for Geological and Mining Workers to Prevent Powered Haulage Accidents

Publication: International Conference on Transportation and Development 2023

ABSTRACT

Geological and mining employees working on coal mining projects are vulnerable to accidents involving powered haulage equipment, and their safety is dependent on effective safety programs. It has been demonstrated that virtual reality training programs facilitate participants to recognize the hazards present in the workplace, but their efficacy in preventing accidents has not been proven. This study aims to evaluate the effectiveness of the training programs, not only for improving geologists’ and miners’ awareness of the hazards inherent in mining and transportation operations but also for teaching them how to avoid being harmed by them. To achieve this goal, several geology and mining workers in Texas received virtual reality training, and their knowledge was assessed before and after the training, based upon six questions that were relevant to the training’s subject matter. Their responses were descriptively evaluated, and the results revealed a substantial increase in their knowledge after the virtual reality training. The outcomes of this study will guide policymakers in developing and implementing safety procedures that will protect the well-being of geologists and other miners who operate or work around power haulage equipment.

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REFERENCES

Adepu, N., Kermanshachi, S., and Pamidimukkala, A. (2022). “Determining Causes of Coal Mine Hazards: Prevention and Construction Measures,” ASCE Proceedings of Transportation Consortium of South-Central States, Austin, TX, July 2022. https://doi.org/10.1061/9780784484609.031.
Bellanca, J. L., Ryan, M. E., Orr, T. J., and Burgess-Limerick, R. J. (2021). Why do haul truck fatal accidents keep occurring? Mining, Metallurgy & Exploration, 38(2), 1019–1029.
Berriault, C. J., Lightfoot, N. E., Seilkop, S. K., and Conard, B. R. (2017). Injury mortality in a cohort of mining, smelting, and refining workers in Ontario. Arch. Environ. Occup. Health 2017, 72, 220–230.
Burke, M. J., Sarpy, S. A., Smith-Crowe, K., Chan-Serafin, S., Salvador, R. O., and Islam, G. (2006). Relative effectiveness of worker safety and health training methods. American Journal of Public Health. 96(2):315.
Coleman, P. J., Brune, J., and Martini, L. (2010). Characteristics of the top five most frequent injuries in United States mining operations, 2003-2007-Introduction.
Dong, L., Sun, D., Han, G., Li, X., Hu, Q., and Shu, L. (2020). Velocity-free localization of autonomous driverless vehicles in underground intelligent mines. IEEE Trans. Veh. Technol, 69, 9292–9303.
Duarte, J., Marques, A. T., and Santos Baptista, J. (2021). Occupational accidents related to heavy machinery: a systematic review. Safety, 7(1), 21.
Kazan, E., and Usmen, M. A. (2018). Worker safety and injury severity analysis of earthmoving equipment accidents. Journal of safety research, 65, 73–81.
Koskela, M., Kiltti, P., Vilpola, I., and Tervonen, J. (2015). Suitability of a Virtual Learning Environment for Higher Education. Electronic Journal of e-Learning, Vol. 3, No. 1, pp. 23–32.
Laciok, V., Bernatik, A., and Lesnak, M. (2020). Experimental implementation of new technology into the area of teaching occupational safety for Industry 4.0. Int. J. Saf. Secur. Eng. 2020, 10, 403–407.
Lucas, J., and Thabet, W. (2008). Implementation and Evaluation of a VR Task-Based Training Tool for Conveyor Belt Safety Training. https://vtechworks.lib.vt.edu/bitstream/handle/10919/92616/2008_40.content.09404.pdf?sequence=1&isAllowed=y.
McMahan, R. P., Schafrik, S., Bowman, D., and Karmis, M. (2010). Virtual environments for surface mining powered haulage training. In: Brune, J. (Ed.), Extracting the Science: A Century of Mining Research, SME, pp. 520–528.
Md-Nor, Z. A. (2008). Risk assessment for equipment-related fatalities in mining, M.S. thesis, Pennsylvania State University, PA.
Muzaffar, S., Cummings, K., Hobbs, G., Allison, P., and Kreiss, K. (2013). Factors associated with fatal mining injuries among contractors and operators. Journal of Occupational and Environmental Medicine, 55(11), 1337–1344.
Onder, S., and Mutlu, M. (2017). Analyses of non-fatal accidents in an opencast mine by logistic regression model: A case study. Int. J. Inj. Contr. Saf. Promot. 2017, 24, 328–337.
Pamidimukkala, A., Kermanshachi, S., and Karthick, S. (2020). “Impact of Natural Disasters on Construction Projects: Strategies to Prevent Cost and Schedule Overruns in Reconstruction Projects.” Creative Construction e- Conference 2020 (Pp. 103–110).
Pamidimukkala, A., and Kermanshachi, S. (2022). Assessment of Effectiveness of Occupational Hazards Training for Women in the Construction Industry. In International Conference on Transportation and Development 2022 (pp. 270–279).
Pamidimukkala, A., Kermanshachi, S., and Jahan Nipa, T. (2022a). Safety Risks of Reconstruction Workers in Clean-Up and Recovery Phase due to Natural Hazards. In Construction Research Congress 2022 (pp. 520–530).
Pamidimukkala, A., Kermanshachi, S., and Adepu, N. (2022b). “Development of strategies to Improve Disaster Preparedness and Mitigation,” ASCE Proceedings of Transportation Consortium of South-Central States, Austin, TX, July 2022. https://doi.org/10.1061/9780784484609.025.
Patel, R. K., Kermanshachi, S., and Jahan Nipa, T. (2020). Establishment of a Framework to Measure Disaster Preparedness: Development of Strategies to Enhance Disaster Preparedness Activities. In Creative Construction e-Conference 2020 (pp. 22–30). Budapest University of Technology and Economics.
Patel, R. K., Etminani-Ghasrodashti, R., Kermanshachi, S., and Tafazzoli, M. (2022). Exploring Disaster Preparedness and Awareness due to Natural Hazards Using Structural Equation Modelling (SEM). In Proceedings of ASCE Construction Research Congress (pp. 9–12).
Ruff, T., Coleman, P., and Martini, L. (2011). Machine-related injuries in the US mining industry and priorities for safety research. International journal of injury control and safety promotion, 18(1), 11–20.
Shirazi, A., and Behzadan, A. H. (2013). Technology-Enhanced Learning in Construction Education using Mobile Context- Aware Augmented Reality Visual Simulation. Proc., 2013 Winter Simulations Conference (WSC), Washington, D.C., IEEE, New York, 2013.
Smith, S., and Ericson, E. (2017). Using Immersive Game-Based Virtual Reality to Teach Fire-Safety Skills to Children. Virtual Reality, Vol. 13, No. 2, 2009, pp. 87–99. https://doi.org/10.1007/s10055-009-0113-6.
Sowndararajan, A., Wang, R., and Bowman, D. A. Quantifying the Benefits of Immersion for Procedural Training. Proc., 2008 Workshop on Immersive Projection Technologies/ Emerging Display Technologies, Association for Computing Machinery, New York, NY, 2008.
Stemn, E. (2019). Analysis of injuries in the Ghanaian mining industry and priority areas for research. Safety and health at work, 10(2), 151–165.
Groves, W., Kecojevic, V., and Komljenovic, D. (2007). Analysis of fatalities and injuries involving mining equipment Journal of Safety Research, 38 (2007), pp. 461–470.
Yilmaz, F., and Tosun, S. B. (2018). Evaluation of safety trends in construction, mining and transportation sectors in Turkey. Sigurnost 2018, 60, 13–23.
Zhang, M., Kecojevic, V., and Komljenovic, D. (2014). Investigation of haul truck-related fatal accidents in surface mining using fault tree analysis. Safety science, 65, 106–117.
Zujovic, L., Kecojevic, V., and Bogunovic, D. (2021). Interactive mobile equipment safety task-training in surface mining. International Journal of Mining Science and Technology.

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Go to International Conference on Transportation and Development 2023
International Conference on Transportation and Development 2023
Pages: 728 - 736

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Published online: Jun 13, 2023

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Apurva Pamidimukkala, S.M.ASCE [email protected]
1Ph.D. Student, Dept. of Civil Engineering, Univ. of Texas at Arlington, Arlington, TX. Email: [email protected]
Sharareh Kermanshachi, Ph.D., F.ASCE [email protected]
P.E.
2Associate Professor, Dept. of Civil Engineering, Univ. of Texas at Arlington, Arlington, TX. Email: [email protected]

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