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Integrated optics vibrometer and neural network processing for online diagnostics of household a

机译:集成的光学振动计和神经网络处理功能,可用于家庭a的在线诊断

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Abstract: This paper addresses the question of on-line quality control of the production of house-hold appliances, which is an important goal of this industrial sector. Vibro-acoustic and mechanical diagnostics rely on vibration measurement: optical non contact measurements are presented as the tool to perform accurate and fast multi-point measurements on finished products. The solution proposed is based on the use of an array of four integrated optics displacement sensor for vibration measurement and on specially devoted fuzzy logic and neural algorithms able to detect the presence of different types of defects. !7
机译:摘要:本文解决了家用电器生产在线质量控制的问题,这是该行业的重要目标。振动和声学诊断依靠振动测量:光学非接触式测量作为对成品执行准确,快速的多点测量的工具。提出的解决方案基于使用四个集成光学位移传感器进行振动测量的阵列,以及基于专门检测的模糊逻辑和神经算法,能够检测不同类型缺陷的存在。 !7

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