The Industrial AI Blog
The media specialised in AI applied to industry: maintenance, quality, inspection and asset integrity. In-depth articles and free tools, no account needed.
Articles, page 6
Maintenance strategy
Preventive maintenance plan: building it from real risk
How to build a preventive maintenance plan from equipment criticality and real condition, instead of inherited intervals that no one questions any more.
Asset integrity
When to replace industrial equipment: estimating how long it has left
What a remaining useful life estimate is really worth, the conditions that make it defensible, and the cases where you should refuse to calculate it.
Asset integrity
Tracking equipment degradation between inspections: method and conditions
How to turn isolated thickness readings into a usable degradation rate, under which conditions, and how to read a trend without being misled.
Asset integrity
Turning a PDF Inspection Report Into Data: What Works, What Resists
What you can genuinely extract from a PDF inspection report, what resists, and how to judge a tool's accuracy before you buy it.
The field toolbox
- Corrosion ratemm/yr
- MTBF · MTTR · uptimereliability
- Thickness logtrend
- Inspection intervaldue date
- Report templateCMMS
- Unit convertermm · psi
- Lost hoursROI
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Asset integrity
Centralising a Plant's Inspection and Testing Reports
Why inspection reports stay scattered across contractors and inboxes, and how to bring them together without imposing yet another procedure on anyone.
Asset integrity
Tracking the condition of your industrial equipment: asset integrity management
What an equipment integrity record actually contains, how it differs from a CMMS, and where to begin when everything still lives inside PDFs.
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