Case Studies

IoT Data Collection and Analysis

Industry

Construction Equipment

Business Requirement

  • Rate of Fuel Usage per Construction Equipment
  • Fuel Analysis- Sudden Decrease (Theft) & Fuel filling Instances

ADSS Solution

  • Moving Average smoothing with 15 Lags to reduce the fluctuation
  • Calculated the fuel filling instances – Changes > 50 Litres being considered as filling (Thresholds calculated based on stats)
  • Calculated the fuel dip instances - Changes < 30 Litres being considered as dip

Business Impact

  • Online data on fuel consumption per asset
  • Alerts created on step decrease in fuel levels
  • Data analysis & reporting made faster with less human intervene
  • Continuous monitoring of vehicle and engine system parameters during field operation

Model

Results