Underperformance and degradation problems at PV plants can lead to a loss of production, but usually they don´t trigger an alarm so that the O&M or the Asset Management teams start a correction action. This way they are usually unnoticed until they get to a certain level, but meanwhile there has been loss of energy production during months. The objective is to detect this at early stages through advanced data analysis from Scada and sensor data.