Understanding Predictive Maintenance Techniques


Predictive Maintenance attributes to an inquisition of an application to repress deterioration.It comprises of maintenance, monitoring, data analysis, Intelligence, communication and pre-warning signals for an event occurrence.


Steps of Predictive Maintenance –


  • Collection of Data
  • Data Analysis
  • Monitoring
  • Predictive Analysis


Predictions can be Batch Processing or Real- Time. Predictive Analytics combined with IoT and Google Cloud Platform results in numerous magnificent Real-Time Applications. IoT stores abundance of data to produce Machine learning applications using Artificial Intelligence and Predictive Analytics.


Influencing to Real-Time streaming of data, IoT Predictive Maintenance has raised the productivity of applications providing quality and reducing cost, increasing efficiency.