TIBCO^® Exchange

Gather real-time insights into manufacturing systems with TIBCO's High Tech Manufacturing Accelerator. Capture sensor telemetry and apply validations and rules within a configurable equipment hierarchy. Monitor equipment status, part production, and compute Overall Equipment Effectiveness (OEE), providing intelligence sooner to enable actions to optimize production.

The IoT Drilling Accelerator is a platform to consume drill head data from Oil Rigs, perform Analytics on the data and present to Drilling Engineers. The Analytics are performed in Real Time and the results sent to Spotfire and Live Datamart dashboards. This gives an up to date view of Rig state and the ability to detect anomalies as they occur.

This data function clusters objects together based on similarities between the objects in each cluster.  After identifying clusters, the function then ranks the input variables according to their influence on cluster formation.  

Random Forest is an ensemble tree machine-learning algorithm.  This template employs supervised learning to determine variable importance and make predictions. It features automated machine learning to facilitate use by business analysts and citizen data scientists.