In a previous post we covered time series data.

We talked about how process automation and control data can feed our big data applications and cloud-based software platforms, to build Industrial Internet of Things applications.

In this post we'll take a look at how time series data can be used to develop time series models. 

Topics: groov, Internet of Things, IoT, IIoT, Industrial Internet of Things, Node-RED

The holy grail of IIoT applications is the ability to basically predict the future.

We want to know when something, either a system or a component in our process is going to fail—before it actually does.

Topics: Internet of Things, IoT, PACs, API, REST API, IIoT, Industrial Internet of Things

What is the core concept of edge computing? It's to establish data connectivity and filtering between the devices at the network edge that generate big data, and the systems in the cloud that need to consume that data for machine learning, predictive analytics, and so on.

In several previous posts we discussed the EdgeX project from The Linux Foundation. We saw how its microservices are designed to collect data from industrial devices and systems and then move that data from the local network to the cloud.

In this post we’ll focus on how that final step of transferring real-world data from our industrial assets to the cloud actually happens—through the Export Services layer of EdgeX.

Topics: Internet of Things, IoT, PACs, IIoT, Industrial Internet of Things, EdgeX

It's the big event for automation professionals in the U.S., coming up May 23-24 in Chicago.

At The Automation Conference you'll network with experts in our field, check out the latest trends and new products, and get practical insights from other experienced practitioners on key subjects like:

Topics: Process control, Discrete control, Internet of Things, IoT, optonews, Events & conferences, IIoT, Industrial Internet of Things

In our last post we covered how Core Services in the new EdgeX project from the Linux Foundation help engineers quickly build edge computing and IIoT applications. Core Services are the microservices EdgeX provides to convert physical electrical signals from industrial devices into digital information.

In this post, we’ll focus on how EdgeX makes digital data from industrial assets available to higher-level computing systems like predictive analytics and machine learning.

But before the data is made available to those systems, EdgeX uses what it calls Supporting Microservices to do some pretty high-tech stuff to package the data and make it easily accessible.

Topics: Internet of Things, IoT, PACs, API, REST API, IIoT, Industrial Internet of Things, EdgeX

In a previous post we covered EdgeX and its important role in building a standard platform for connecting edge computing systems, like Opto 22 SNAP PAC automation controllers, to the industrial Internet of Things (IIoT).

EdgeX connects OT and IT assets together, bridging between the physical world and the digital world through a loosely coupled microservice platform architecture. These microservices provide OT and IT devices, software, and services with a platform that provides connectivity and communications methods.

Topics: groov, Internet of Things, IoT, PACs, IIoT, Industrial Internet of Things, EdgeX

There’s an African proverb that says if you want to go fast, go alone; if you want to go far, go together.

Topics: Internet of Things, IoT, PACs, IIoT, Industrial Internet of Things

One of the biggest questions companies face when surveying IIoT (Industrial Internet of Things) technology is where to invest. The IIoT can be a pretty foggy and technologically diverse topic for anyone to understand. And there are so many competing standards out there today that it’s tough to identify which path to take.

But a new platform built upon an open source, extensible framework for IIoT technology called EdgeX was recently announced, and it may be just what the industry needs to part the clouds of confusion and shine some clarity on the IIoT.

Topics: Internet of Things, IoT, PACs, IIoT, Industrial Internet of Things, Node-RED, EdgeX

Join us for a webinar on 27 April, and learn how you can improve overall equipment effectiveness (OEE) by bridging the gap between your existing industrial assets and the digital world. 

Topics: Webinars, Process control, Food & beverage, Internet of Things, IoT, IIoT, Industrial Internet of Things, Data acquisition

For your industrial systems to join the IIoT, they’re going to need a digital twin.

Maintenance technology and standards have come a long way over the past several decades.

They started with reactive maintenance, where operators would wait for a component in a system to fail and then perform maintenance, replacing the broken part with a new one.

Topics: Internet of Things, IoT, IIoT, Industrial Internet of Things