Design of a Fuzzy Logic control system for monitoring gearbox jamming in a bottle washer machine

T. Mushiri, C. Mbohwa
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Abstract

The purpose of this research was to come up with an intelligent monitoring tool to reduce the number of breakdowns of a beverage company bottle washer. The Fuzzy Logic system was derived among other artificial intelligent systems to be best appropriate to solve the breakdown challenges of the bottle washer. A gearbox is always jamming and it is not easy to troubleshoot the breakdown cause and fuzzy logic is a tool that was used for monitoring. The researchers carried out a company audit, interviews and administered questionnaires in order to gather relevant data. The results were used in intelligent condition-based-maintenance modelling to solve the problem using fuzzy logic system and it was found that oil level should be always above 40% otherwise the gearbox will be made to stop. Torque is supposed to have a range of values accepted from 0-8 000Nm beyond that we consider the stoppage of the gearbox. Very higher torques above 10000Nm damages the machinery.
洗瓶机齿轮箱卡壳模糊控制系统的设计
本研究的目的是提出一种智能监控工具,以减少饮料公司洗瓶机的故障次数。在众多人工智能系统中,模糊逻辑系统是最适合解决洗瓶机故障问题的。齿轮箱经常出现卡纸故障,故障原因不易排除,模糊逻辑是一种常用的监测工具。为了收集相关数据,研究人员对公司进行了审计、访谈和问卷调查。将结果应用于基于状态的智能维修建模中,利用模糊逻辑系统对问题进行求解,发现油位应始终保持在40%以上,否则将导致齿轮箱停止工作。扭矩应该有从0-8 000Nm的可接受值范围,超过这个范围我们考虑变速箱停止。高于10000Nm的高扭矩会损坏机器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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