Managing Asset Performance with Digital Twins: At Siemens Advanta, asset performance management means integrating and monitoring online, external, and historical data with innovative artificial intelligence and machine learning algorithms to create prescriptive, predictive, or risk-based insights that trigger and enhance operational and maintenance activities.