Modern manufacturing facilities are generating vast amounts of data, presenting a significant possibility for improved efficiency and reduced costs. A data-driven framework enables businesses to move beyond reactive troubleshooting and proactively detect areas for optimization within their site. This involves collecting data from various origins, i