Turning Machine Data into Useful Information

Connecting machines and collecting their data is only the beginning; data by itself changes nothing. The real challenge, and the real value, lies in turning that raw data into useful information that guides decisions and action. Understanding this transformation is…

Standards and Openness in Industrial IoT

As factories connect more equipment and systems, a quiet but crucial factor shapes their success: the degree to which the technologies they use are open and adhere to common standards. Standards and openness may seem like abstract concerns, but they…

Dashboards and Visualisation for Operators

All the data a connected factory gathers is only useful if people can understand it, and understanding data means seeing it clearly. Dashboards and visualisation turn streams of numbers into pictures that operators can grasp at a glance. Getting this…

Managing the Flood of Factory Data

Connecting a factory unleashes a flood of data. Sensors measuring continuously across many machines produce measurements in enormous quantity, and this abundance is both an opportunity and a challenge. Managing the flood well is what allows a factory to benefit…

Monitoring Motors with Software: An Introduction

Electric motors drive much of a factory, and keeping them healthy is central to keeping production running. Increasingly, this is done not just by physical inspection but through software that watches motors continuously using data from sensors. This software-based monitoring…