---
title: OptoBlog | machine data
description: machine data |
---

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# OptoBlog

# OptoBlog

## [Keeping up with industrial automation](https://blog.opto22.com/optoblog/keeping-up-with-industrial-automation)

 Posted by [Janice Colmer](https://blog.opto22.com/optoblog/author/janice-colmer) on Mar 18, 2026, 7:37:37 AM

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[![](https://blog.opto22.com/hubfs/OptoArticles.png)](https://blog.opto22.com/optoblog/keeping-up-with-industrial-automation)

### Bookmark the new Articles section of the Opto 22 website for white papers and editorial content covering the latest technology in the world of industrial automation.

Industrial automation is evolving quickly. New technologies, communication standards, and cybersecurity challenges are constantly changing how engineers design and maintain systems. When you’re working on a project, you don’t always have time for tedious research.

That's why we've created a new section of the Opto 22 website that gives you practical information you can use right now.

See what you'll find in the new Articles menu option.

[Read More](https://blog.opto22.com/optoblog/keeping-up-with-industrial-automation)

 0 Comments [Click here to read/write comments](https://blog.opto22.com/optoblog/keeping-up-with-industrial-automation#comments-listing)

 Topics: [IIoT](https://blog.opto22.com/optoblog/topic/iiot), [machine data](https://blog.opto22.com/optoblog/topic/machine-data), [white paper](https://blog.opto22.com/optoblog/topic/white-paper), [industrial automation](https://blog.opto22.com/optoblog/topic/industrial-automation), [edge computing](https://blog.opto22.com/optoblog/topic/edge-computing)

## [Monitor your legacy and new machines](https://blog.opto22.com/optoblog/monitor-your-legacy-and-new-machines)

 Posted by [Janice Colmer](https://blog.opto22.com/optoblog/author/janice-colmer) on Jul 23, 2025, 9:49:34 AM

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[![](https://blog.opto22.com/hubfs/factory_3x1p5_150dpi.png)](https://blog.opto22.com/optoblog/monitor-your-legacy-and-new-machines)

### A new website resource page shows you how to get real-time data from old and new machines.

Keeping machines running smoothly is at the heart of every industrial operation. Machine monitoring can help you catch problems early, avoiding disruptions and downtime costs.

But is machine monitoring cost-effective only for new, high-tech equipment?

[Read More](https://blog.opto22.com/optoblog/monitor-your-legacy-and-new-machines)

 0 Comments [Click here to read/write comments](https://blog.opto22.com/optoblog/monitor-your-legacy-and-new-machines#comments-listing)

 Topics: [Machine builder](https://blog.opto22.com/optoblog/topic/machine-builder), [machine data](https://blog.opto22.com/optoblog/topic/machine-data), [machine monitoring](https://blog.opto22.com/optoblog/topic/machine-monitoring)

## [Get real-time insights to avoid downtime, reduce costs, and optimize your industrial operation](https://blog.opto22.com/optoblog/get-real-time-insights-to-avoid-downtime-reduce-costs-and-optimize-your-industrial-operation)

 Posted by [Janice Colmer](https://blog.opto22.com/optoblog/author/janice-colmer) on Apr 16, 2025, 6:08:48 AM

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[![](https://blog.opto22.com/hubfs/groov%20EPIC%20and%20RIO%20images%20-%20Brand%20and%20Style%20Guide/RIO-Din_Wire-1.png)](https://blog.opto22.com/optoblog/get-real-time-insights-to-avoid-downtime-reduce-costs-and-optimize-your-industrial-operation)

### New white paper outlines actions you can take for practical and cost-effective machine monitoring with edge devices.

Keeping machines running smoothly is at the heart of every industrial operation. Machine monitoring helps avoid downtime by providing real-time insights needed to catch problems early and keep equipment working.

Have you been tasked with an IIoT (industrial internet of things) or digital transformation initiative for your company? Ready to learn how edge devices can be a part of your solution?

[Read More](https://blog.opto22.com/optoblog/get-real-time-insights-to-avoid-downtime-reduce-costs-and-optimize-your-industrial-operation)

 0 Comments [Click here to read/write comments](https://blog.opto22.com/optoblog/get-real-time-insights-to-avoid-downtime-reduce-costs-and-optimize-your-industrial-operation#comments-listing)

 Topics: [machine data](https://blog.opto22.com/optoblog/topic/machine-data), [white paper](https://blog.opto22.com/optoblog/topic/white-paper), [edge computing](https://blog.opto22.com/optoblog/topic/edge-computing), [groov RIO](https://blog.opto22.com/optoblog/topic/groov-rio), [Edge I/O](https://blog.opto22.com/optoblog/topic/edge-i-o), [machine monitoring](https://blog.opto22.com/optoblog/topic/machine-monitoring)

## [The Art of the Possible: Collaborative data management](https://blog.opto22.com/optoblog/the-art-of-the-possible-clarify)

 Posted by [Josh Eastburn](https://blog.opto22.com/optoblog/author/josh-eastburn) on Jan 18, 2022, 3:12:56 PM

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[![](https://lh5.googleusercontent.com/G0VDIvMTBdjgxXosPNGGV9sz-A3bil2vihc7JPyROS_YLoOcLbPhQEOQ7ClkXdhMFIUgF_70k7bWfonrflOzsQSfhMezSdDlEPujjdngzI5_MqOtRf7Q9WgU3u74OvSoBxM9k0l9)](https://blog.opto22.com/optoblog/the-art-of-the-possible-clarify)

### Get everyone on the same page with data tools that help you distinguish the signal from the noise. Tor Eriksen of [Clarify](http://clarify.io) explains how.

*Clarify helps people turn data into good decisions*

Last year, Opto 22 had the opportunity to showcase some amazing partner collaborations like [our webcast with HiveMQ and Canary](https://www.opto22.com/support/resources-tools/videos/video-webinar-connecting-a-smart-factory-to-the-c). The open automation ecosystem continues to explode with potential, so this year we wanted to bring you even more.

Throughout 2022, we’ll explore what’s possible when you pair Opto 22 hardware with other open automation tools. This series will include some heavy-hitters you might be familiar with as well as some new names. Hopefully at least one will turn on a lightbulb for you!

Our first guest is Tor-Inge Eriksen of Clarify, a time-series visualization platform that helps users quickly turn data into information. Tor, take it away!

[Read More](https://blog.opto22.com/optoblog/the-art-of-the-possible-clarify)

 0 Comments [Click here to read/write comments](https://blog.opto22.com/optoblog/the-art-of-the-possible-clarify#comments-listing)

 Topics: [Node-RED](https://blog.opto22.com/optoblog/topic/node-red), [Data acquisition](https://blog.opto22.com/optoblog/topic/data-acquisition), [groov EPIC](https://blog.opto22.com/optoblog/topic/groov-epic), [machine data](https://blog.opto22.com/optoblog/topic/machine-data), [groov RIO](https://blog.opto22.com/optoblog/topic/groov-rio), [system integration](https://blog.opto22.com/optoblog/topic/system-integration), [Art of the Possible](https://blog.opto22.com/optoblog/topic/art-of-the-possible), [open source](https://blog.opto22.com/optoblog/topic/open-source)

[All posts](https://blog.opto22.com/optoblog/all)

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- [analisisydatos (1)](https://blog.opto22.com/optoblog/topic/analisisydatos)
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- [instrumentacion (1)](https://blog.opto22.com/optoblog/topic/instrumentacion)
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- [predictive maintenance (1)](https://blog.opto22.com/optoblog/topic/predictive-maintenance)
- [redundancy (1)](https://blog.opto22.com/optoblog/topic/redundancy)
- [reverse osmosis (1)](https://blog.opto22.com/optoblog/topic/reverse-osmosis)
- [sdk (1)](https://blog.opto22.com/optoblog/topic/sdk)
- [supply chain (1)](https://blog.opto22.com/optoblog/topic/supply-chain)
- [temperature sensor (1)](https://blog.opto22.com/optoblog/topic/temperature-sensor)
- [time proportional output (1)](https://blog.opto22.com/optoblog/topic/time-proportional-output)
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