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The textile industry has undergone significant changes due to technological advancements and global trends, enhancing manufacturing processes. However, the influx of data presents challenges in predicting consumer demand and preferences. To meet customer expectations and ensure product quality, the industry must extract valuable insights from the data collected at various stages. Modern manufacturing facilities operate in data-rich environments that necessitate effective information sharing and analysis to enhance operational efficiency and drive process innovation. Achieving these goals requires careful attention to data collection, storage, and utilization, as well as comprehensive recording of resource information.