Research topic:
Development of Smart Factories through the Integration of Machine Learning and the Internet of Things to Minimize Yarn Defects in the Textile Industry.

Objectives:
This study aims to achieve both short-term and long-term objectives. The short-term objective focuses on addressing yarn defect issues during the processing stage in the DTY machine. The long-term objective is to create an intelligent system based on the smart factory concept, aiming for zero defects in the textile industry.

Architecture: