Modern industrial facilities are generating vast volumes of data, presenting a significant opportunity for improved efficiency and reduced expenses. A data-driven framework enables businesses to move beyond reactive troubleshooting and proactively detect areas for optimization within their workplace. This involves gathering data from various origin