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The Predictive Analytics (PA) SaaS is used for short-term prediction of solar PV generation, Wind turbine generation, Electric Load, HVAC load and EV Battery SOC (state of charge) in net-zero buildings and power distribution grids.
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IEMS Predictive Analytics SaaS
This is our innovative and user friendly SaaS for short-term prediction of PV farm or roof-top solar PV generations, distribution feeder electric load or net-zero building electric & thermal loads forecasts, and more to come!
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NYC roof-top solar PV generation forecast using Artificial Neural Network (ANN)
This graph shows the hour-ahead forecast of 10 kW roof-top solar PV generation for a typical net-zero home in NYC, NY, USA for a few days compared with real solar PV generation. Blue graph is the real measure PV generation data and Red graph is the ANN based hour PV generation forecast.
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