BACKGROUND: Heavy asset industries involve massive systems with electrical and mechanical equipment requiring constant monitoring. These systems are equipped with numerous sensors, resulting in a vast amount of time-series data. Different suppliers provide various digital tools for data access, creating a complex monitoring environment for engineers.