A Predictive Model of Building Power Usage Through PI System and MATLAB Integration - MATLAB
Video Player is loading.
Current Time 0:00
Duration 44:44
Loaded: 0.37%
Stream Type LIVE
Remaining Time 44:44
 
1x
  • Chapters
  • descriptions off, selected
  • captions off, selected
  • en (Main), selected
    Video length is 44:44

    A Predictive Model of Building Power Usage Through PI System and MATLAB Integration

    Michael Christopher, OSIsoft
    Ahmad Fattahi, OSIsoft

    In this presentation, we focus on showing the power of data. Using PI System as the enterprise data infrastructure, we collect samples of some physical quantities related to our office building, such as power consumption and outside temperature, on a regular basis. Over time, the data set becomes large. Leveraging the computational power of MATLAB, we integrate the two platforms, build a predictive model with MATLAB, funnel the data set, and train our model. In real time, we generate predictions of power consumption that incorporate data from a weather forecast web service. We also configure automatic notifications when power consumption deviates significantly from the "expected" level.

    Recorded: 20 Sep 2012

    Related Products

    Learn More