Reliability Sep 27, 2026
RCM vs Predictive Maintenance: The Difference
RCM decides which tasks are worth doing; predictive maintenance is one kind of task it can select. Why they are not competing strategies.
Predictive Maintenance Sep 27, 2026
Thermal Imaging for Preventive and Predictive Maintenance
What a thermal camera really measures, why emissivity and reflections mislead, where thermography earns its place, and what it cannot see.
Cloud Platforms Sep 25, 2026
Edge vs Cloud for Predictive Maintenance
Which function belongs at the plant and which in the cloud: the five forces that decide placement, why latency is over-cited, and what an edge fleet costs.
Cloud Platforms Sep 25, 2026
Predictive Maintenance on Microsoft Azure
An Azure reference architecture for predictive maintenance: IoT Hub, time-series storage, Azure ML, and the CMMS write-back that turns alerts into work.
Cloud Platforms Sep 25, 2026
Choosing a Cloud for Predictive Maintenance: AWS vs Azure vs GCP vs OCI
AWS, Azure, Google Cloud and OCI compared for predictive maintenance: the criteria that differentiate, a weighted scorecard and the truth about portability.
Cloud Platforms Sep 25, 2026
Predictive Maintenance on Google Cloud (GCP)
A Google Cloud predictive maintenance architecture: Pub/Sub, BigQuery, Vertex AI, the managed IoT connectivity gap, and the CMMS write-back that matters.
Cloud Platforms Sep 25, 2026
Predictive Maintenance on AWS: A Reference Architecture
A layer-by-layer AWS reference architecture for predictive maintenance: IoT Core, SiteWise, time-series storage, SageMaker and the CMMS write-back.
CMMS Sep 25, 2026
Reliability Metrics: MTBF, MTTR and Availability
MTBF, MTTR and availability explained: exact definitions, what MTTR really includes, inherent vs operational availability, and a worked redundancy sum.
Asset Management Sep 25, 2026
From FMEA to RUL: Modelling Equipment Failure
FMEA mechanics, failure distributions and Weibull, censored data, and how remaining useful life estimates are actually produced, bounded and used.
Asset Management Sep 25, 2026
Condition Monitoring Techniques: Vibration, Thermography and Oil Analysis
Vibration, thermography, oil analysis and ultrasound compared: what each detects, what it misses, the skill needed and the measurement discipline required.