Energy Dashboard

A plot inteface to manage electricity consumption

Iraklis Konstantopoulos
Data Scientist

Energy Dashboard

  • Get building managers to monitor consumption and load
  • Save on electricity costs
  • Cut down on carbon emissions
    • Be good with money, be great to the environment!

The Power Triangle

  • Consists of real, reactive, and apparent power:
    • P: Real power
      • \(P = I^2 \times R\); \(P = V^2/R\)
      • Measured in Watts, W
    • Q: Reactive power
      • \(Q = I^2 \times X\); \(Q = V^2/X\)
      • Measured in Volt-Amp-Reactive, VAR
    • S: Apparent power
      • \(S = I^2 \times Z\); \(S = V^2/Z\)
      • Measured in Volt-Amps, VA
  • The three are related through the phase angle (\(\theta\)) in a Pythagorean sense: (apparent power)\(^2\) = (real power)\(^2\) + (reactive power)\(^2\)
  • And the Power Factor = Real / Apparent

The Power Factor

  • Tells us what proportion of delivered load is actually being used
  • The electricity provider will charge in proprtion to delivered load
    • And a needlessly large load will incur a higher rate per kWh
  • The building manager needs to keep the power factor as close to unity at all times!
  • So, if a meter returns a pair of real and reactive power readings we can obtain the apparent power as follows:
readings <- c(80, 60) # kWh, VAR
apparent <- sqrt(sum(readings**2))
apparent
## [1] 100
  • Indicating that we are using 80% of the energy being delivered

Energy Dashboard

  • The demo mimics a site with four sub-meters
    • Each can be selected through a drop-down list
    • The date can be selected through the calendar app
  • The building manager can monitor efficiency across the building
  • We save money and use less carbon
    • Everybody wins!