Industrial threading processes that use cutting taps are in high demand. However, industrial conditions differ markedly from laboratory conditions. In this study, a machine-learning solution is presented for the correct classification of threads, based on requirements, to avoid expensive manual measurement quality indicators. First, states categorized. Second, process inputs extracted torque si...

An organization’s value is substantiated by consistent, high quality processes engineered in its operations and the allocation of the limited resources to achieve the desired objective. Intrinsic to the development of a process are the articulation of a coherent workflow, identification of the optimal skillset required at each stage of the process, and commissioning of the right technology plat...

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traceability is an ability of system to provide status reports or records pertaining of the current situation in the past. in production systems, traceability to track the product or lot of a product and access to records in the entire production process (or part of the process) of the raw material to finished product that purchased and consumed by customer will be applied. traceability in prod...

Monitoring, control and improvement of quality are  important  for companies.  Process capability indices (PCIs) are tools widely used by the industries to determine  the quality of their products and the performance of their manufacturing processes. Classic versions of  these  indices were constructed for processes whose quality characteristics have  a  normal distribution. But, many of these ...