Siemens

Need for Predictive Maintenance
Business in energy, infrastructure, healthcare etc. Building an analytic platform for the future to support predictive maintenance for tens of thousands of machines and devices
Current Situation
Customer was not sure where to begin given the volume of data on multitude of platforms
Teradata + DB Lytix™
  • Demonstrating that large amount of data can be analyzed using In-database Analytics on Teradata
  • Complex data mining algorithms can be performed using DB Lytix™
Analytics Used
  • Logistic Regression
  • Survival Analysis
  • Poisson Regression
  • Statistical Distributions
  • Monte Carlo Simulations