STEAG Energy Services (SES) implemented the IT solution SR::SPC that reliably detects changes in the operating behavior. Variables to be monitored include both thermodynamic performance indicators and oscillations, vibrations as well as the operation of valves. Following benefits could be achieved: Relieving the operating personnel in the continuous assessment of the plant condition and cost-savings owing to plannable maintenance operations and prevention of unplanned shutdowns.