Predictive Maintenance Made Easy with Splunk Machine Learning App! (Predictive Maintenance = Protected Money : )

Authors: Herrick Lai (Splunk) and Walter Lee (WF)

source: Splunk .conf19 IoTIOT1103 — Applying Splunk Essentials for Predictive Maintenance by Young Cho

Any hardware requires periodic maintenance and it is a lot of money to carry out all the needed maintenance. The heavier the equipment, the more money needed. If we can optimize this, then it will help save a lot of money. This is why Predictive Maintenance is very important. Good Predictive Maintenance = Good Protected Money : )

In .conf19, we attended IoT session, IoTIOT1103 — Applying Splunk Essentials for Predictive Maintenance by Young Cho. Please watch this video later when available.

We learned how the newly released Splunk App, SPLUNK ESSENTIALS FOR PREDICTIVE MAINTENANCE can help in this important operational challenge. There are 4 stages for this analytics process with Splunk ML, i.e. Data collection, Data exploration, Analysis and Operationalization.

e.g. we learned the 3 types of analysis (Anomaly Detection, Unsupervised Learning, Supervised Learning) for performing predictive maintenance analysis.

source: Splunk .conf19 IoTIOT1103 — Applying Splunk Essentials for Predictive Maintenance by Young Cho