Effectiveness of simulator training compared to machine training for equipment operators in the logging industry

IF 2.1 3区 农林科学 Q2 FORESTRY International Journal of Forest Engineering Pub Date : 2023-04-11 DOI:10.1080/14942119.2023.2194751
Erin Burk, Han-Sup Han, M. Smidt, Bruce E. Fox
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Abstract

Logging equipment operators traditionally learn the skills required for their job through hands-on training using a real machine in the forest. New developments in simulator technology enable operators to learn and practice operating logging equipment in a virtual setting. This study presents a summary of controlled experiments to evaluate the effectiveness of simulator training compared to machine training for logging equipment operators in terms of performance and cost effectiveness. Sixteen participants were trained on simulated or real logging machinery for 26 hours each. We compared the performance of simulator-trained participants to machine-trained participants by testing operators on real equipment in the forest. No significant differences were found in overall performance between simulator-trained and machine-trained operators; however, machine-trained students showed greater improvement than simu-lator-trained students on more complex equipment. A cost analysis of simulator vs. machine training found that contractors should expect to save 36–40% by sending their students to an external training facility using simulator-based training rather than conducting internal, machine-based training. Contractors considering the purchase of a simulator for in-house training would need to use their simulator for around 130 hours each year to break-even on the yearly average costs of owning and operating the simulator.
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与伐木行业设备操作员的机器培训相比,模拟器培训的有效性
传统上,伐木设备操作员通过在森林中使用真正的机器进行实际操作培训来学习工作所需的技能。模拟器技术的新发展使作业者能够在虚拟环境中学习和练习操作测井设备。本研究总结了控制实验,以评估模拟器培训与测井设备操作员机器培训在性能和成本效益方面的有效性。16名参与者在模拟或真实的伐木机械上接受了26小时的培训。我们通过在森林中的真实设备上测试操作员,比较了模拟器训练的参与者和机器训练的参与者的表现。在模拟器训练和机器训练的操作员之间,总体表现没有显着差异;然而,在更复杂的设备上,机器训练的学生比模拟器训练的学生表现出更大的进步。模拟器与机器培训的成本分析发现,通过将学生送到外部培训机构进行基于模拟器的培训,而不是进行基于机器的内部培训,承包商应该可以节省36-40%的成本。考虑购买模拟器进行内部培训的承包商需要每年使用模拟器约130小时,才能收支平衡拥有和操作模拟器的年平均成本。
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来源期刊
CiteScore
3.70
自引率
21.10%
发文量
33
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