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A prototype safety system for new on-the-job training (OJT) in an anthropocentric cell manufacturing system

机译:用于以人为中心的细胞制造系统中的新在职培训(OJT)的原型安全系统

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摘要

The anthropocentric cell manufacturing system (ACMS) discussed consists of a skill-based manufacturing scheduling system, a new on-the-job training (New OJT) system and a safety system. The New OJT was developed using e-learning and automated guided vehicle (AGV)-arm robot as a teacher for CNC machine training. Since the machines and the AGV-arm robot are automatic devices, controlled by computer programs, the dangers might arise during training. Therefore, the safety system is required to ensure that a learner will be safe. We propose a prototype of safety system with designed machine-protection in order to protect the learner from dangerous behaviours during a level 1 training of a New OJT in ACMS. The machine-protection focused on protection from danger using image processing with a background subtraction technique and comparison of objects' position. We also evaluated safety assessments of the learners, consisting of human error probabilities (HEP) and a human error rate (HER). The prototype of this developed safety system showed that the machine-protection certainly raises a warning alarm when the learner rises into dangerous zones during the training. The evaluated safety assessments showed that our designed New OJT training level 1 course performed more efficient safety performance for self-training of the learner.
机译:讨论的以人为中心的细胞制造系统(ACMS)包括基于技能的制造调度系统,新的在职培训(New OJT)系统和安全系统。新型OJT是使用电子学习和自动引导车(AGV)手臂机器人作为CNC机器培训的老师而开发的。由于机器和AGV手臂机器人是由计算机程序控制的自动设备,因此在训练过程中可能会产生危险。因此,需要安全系统来确保学习者安全。我们提出了一种具有设计好的机器保护的安全系统原型,目的是为了在ACMS中的新OJT的第1级培训中保护学习者免受危险行为的侵害。机器保护的重点是通过使用具有背景扣除技术的图像处理以及比较对象位置来进行危险防护。我们还评估了学习者的安全评估,包括人为错误概率(HEP)和人为错误率(HER)。该开发的安全系统的原型显示,当学员在训练过程中进入危险区域时,机器保护装置肯定会发出警告警报。经过评估的安全评估表明,我们设计的新OJT培训1级课程为学习者的自我训练提供了更有效的安全表现。

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