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Symbolfoto: Das AIT ist Österreichs größte außeruniversitäre Forschungseinrichtung

Data driven performance and failure diagnosis of PV syste

Data driven performance and failure diagnosis of PV syste

Data driven performance and failure diagnosis of PV systems

Digital technologies are widely used in PV power plants operation to increase asset performance. AIT provides smart software algorithms  for PV asset owners, asset managers and O&M companies, that enable fully automated monitoring of PV systems​ based on real time detection and classification of system failures and quantification of performance losses. The routines allow for failures diagnosis at module, array and inverter level.​

Our Services​

  • Development and integration of Algorithms to detect and quantify trend-based performance losses (PID, shading, soiling, degradation)​
  • Routines to diagnose failures at module, array and inverter level​
  • Application of data analytics and machine learning algorithms​
  • Simulation of performance models (“Digital Twins”) to detect system performance deviations and classification of system failures based on data feeds​
  • Correction of sensor measurement uncertainties​
  • Visualization of “Big Data”​

 

Your benefits​

  • Visualized insights and actions of your PV power plants​
  • Detection and interpretation of failures ​
  • Actions for PV asset performance optimization ​
  • Time and cost reduction through data-based prescriptive analytics