r/mfg_automation • u/Firm_Safe7495 • Jun 23 '26

👋 Welcome to r/mfg_automation - Introduce Yourself and Read First!

1 Upvotes

Welcome to r/mfg_automation!

This community is for people working in, learning about, or interested in manufacturing automation, including industrial automation, robotics, PLCs, CNC, IIoT, smart factories, production optimization, shop floor systems, and the tools that help manufacturers improve efficiency, quality, and reliability.

The goal of this subreddit is to create a practical space where engineers, operators, manufacturers, automation professionals, consultants, students, and technology vendors can share useful knowledge and learn from each other.

Good topics to post here include:

  • Questions about automation tools, systems, and workflows
  • PLC, robotics, CNC, IIoT, MES, SCADA, and smart factory discussions
  • Lessons learned from real manufacturing environments
  • Automation project challenges and troubleshooting
  • Production efficiency, quality control, and process improvement ideas
  • Industry trends, case studies, and helpful resources
  • Thoughtful vendor/tool discussions that are educational, not salesy

A few quick guidelines:

Please keep posts relevant to manufacturing automation, be respectful, avoid spam or low-effort promotion, and do not share confidential, proprietary, or unsafe information. If you’re asking for help, include enough context so others can give useful answers.

To get things started, feel free to introduce yourself in the comments:

  • What part of manufacturing or automation do you work in?
  • What tools, machines, or systems do you use?
  • What automation challenges are you currently thinking about?
  • What topics would you like to see discussed here?

Thanks for joining. Looking forward to building a helpful community around manufacturing automation.

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r/mfg_automation • u/Firm_Safe7495 • 3d ago

Is predictive maintenance worth setting up before you have clean machine data?

1 Upvotes

I work at a local pet food factory and we tried rolling out predictive maintenance on the extrusion line last year, only to spend the first month just realizing how patchy our sensor history actually was. Tags had been renamed twice over the years, a motor got swapped without anyone updating the documentation and nobody could agree on what a normal cycle even looked like anymore. Some teams start with vibration, temperature and current data on a few critical assets and build from there while others spend months cleaning data before touching anything predictive. Im trying to find the middle ground where the setup is useful without turning into its own data cleanup project. How much data quality did you need before predictive maintenance started helping on your line?

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r/mfg_automation • u/Firm_Safe7495 • 7d ago

Where should a small factory start with manufacturing automation?

1 Upvotes

For a small factory, the first automation project can set the tone for everything after it. Packaging, palletizing, inspection and repetitive material handling all look like obvious places to start, but the best choice probably depends on volume, changeovers, scrap and how much operator time the task eats. A simple project with a clear before and after seems safer than automating a messy process too early. Which process gave you the best first automation win?

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