Condition-Based & Predictive Maintenance Practices

Practical guidance on sensors, models, data needs, and pilot design for CBM/PM.

Guide

Condition-Based Maintenance: Sensor Selection & Placement Quickguide

Practical, actionable guidance to choose sensor types and placement strategies for condition-based maintenance. Covers which physical signals map to common failure modes, pros and cons of vibration, temperature, acoustic, electrical, and environmental sensors, sampling and connectivity guidance, mounting and installation best practices, a practical sensor-selection rubric, a short pilot checklist, and common pitfalls to avoid.

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Guide

Condition-Based Maintenance — Sensor Selection, Data & Pilot Checklist

Practical, use-case oriented guidance for choosing sensors, recommended sampling guidance, mounting and installation best practices, essential metadata and data-quality checks, and a short pilot design checklist to get CBM pilots producing useful analytics.

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