Practical guidance on sensors, models, data needs, and pilot design for CBM/PM.
Interactive checklist and pilot plan to design, run, verify, and operationalize a condition-based maintenance (CBM) pilot. Guides teams through defining failure modes, collecting baselines, sensor and data plans, model targets, alerting and operator responses, verification, and acceptance criteria.
A fillable PM plan template to define assets, failure modes, recommended tasks (preventive and condition-based), task frequencies, spare parts, skills, safety steps, data collection, escalation triggers, and KPI targets. Designed to capture structured PM information teams can save and export into CMMS or analytics tools.
A fillable sensor and data specification template teams can use to capture clear, structured requirements for CBM pilots — sensor types, mounting, sampling, data formats, interfaces, preprocessing, governance, pilot validation criteria, and quick placement/grounding tips. Submissions are saved as structured JSON for reuse, review, and pilot planning.
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.
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.