Insights on predictive maintenance & reliability
Practical, engineer-written guides on equipment health, the real cost of downtime, and how condition monitoring works — written by the team that builds the platform.
IoT Octopus
Practical, engineer-written guides on equipment health, the real cost of downtime, and how condition monitoring works — written by the team that builds the platform.
Both read the same physics — the real difference is the install. Where wired still earns its place, why wireless wins most retrofits, the honest battery tradeoff, and a simple way to choose per asset.
Equipment healthMost monitoring is blind for its first few months because it is waiting to learn what failure looks like. What an Equipment Passport is, the cold-start problem, and how a physics-based day-one baseline gives you a health verdict immediately.
Condition monitoringA bearing rarely fails without warning — it just goes quiet about it. How vibration sees a developing fault weeks before heat or noise, the stages of bearing wear, how much lead time you can expect, and how to turn it into a planned repair.
Cost of downtimeAn hour of unexpected downtime costs a typical Canadian manufacturer far more than the idle line — recent surveys put it near $242,000 CAD. Where the bill really comes from, why Canadian plants are exposed, and how to cut it.
Maintenance strategyBoth beat waiting for things to break — but they save money in very different ways. A practical comparison of the strategies, the cost numbers industry studies report, and how to move from a fixed schedule to condition-based monitoring without ripping anything out.
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