The quality imperative demanded in high-efficiency PV designs is to make exactly the same product, every single time, while consistently meeting the design specification. This means that understanding and controlling variations in production that affect the distribution of IV parameters is crucial. Achieving this requires identifying specific variation sources, quantifying their relative interactions and impact on IV results, and rapidly acting on this information. Process and production experts require the right tools to do this effectively across enormous and ever-growing sets of production data. Until now this type of sophisticated analysis has not generally been achievable. At the same time it is becoming critically important; especially so in high-efficiency cell designs with narrower process windows.


  • Supervisory visualization and analysis across the facility, shown by line, shift and time period
  • Throughput, efficiency and yield cause/effect display and drill-down
  • Quantitative linkage of observed IV variations to actual upstream process variations 
  • Intuitive visual dashboards and tools
  • Uses IV data alone or in combination with other measurements
  • SPC charts for all data


  • Increased yield for PERC and other high-efficiency cell manufacturing yield
  • Higher average cell efficiency due to reduced unwanted variation in cell production
  • Deeper and more “actionable” information than currently available from traditional SPC tools
  • Faster, more accurate line ramp-up, optimization and troubleshooting
  • Reliability, speed and confidence in scaling operations while meeting or exceeding yield targets
  • Rapid, accurate detection and root-cause resolution of variations or problems in IV results
  • Industry 4.0 compliant
  • Payback by boosting yield without added complexity or tool upgrades/additions