Machine downtime tracking
Unplanned equipment failure is expensive — not just the repair, but the production hours lost waiting for it. Condition monitoring catches the early signs of a developing fault while the machine is still running, so maintenance gets scheduled on your terms instead of forced on you by a breakdown. Ripples IoT does this with battery-powered BLE vibration sensors that clip onto your existing motors, pumps, HVAC units, and gearboxes — no rewiring, no downtime to install.
What Is Condition Monitoring?
Condition monitoring tracks a physical signal — vibration, in our case — to spot the moment a machine’s behaviour drifts from normal. Every rotating asset has a baseline vibration signature when it’s healthy. As bearings wear, shafts misalign, or mounts loosen, that signature changes well before the change is audible or the machine actually stops. Catching that drift early is what turns maintenance from reactive into predictive.
How BLE Vibration Sensors Catch Problems Early
A triaxial accelerometer inside the sensor continuously measures vibration across all three axes. Once a normal baseline is established for a given machine, the system flags deviations that match known fault patterns:
- Imbalance — uneven vibration tied to rotational speed
- Misalignment — irregular vibration where two coupled components meet
- Bearing wear — high-frequency vibration spikes that build over time
- Looseness — vibration that increases under load or vibrates erratically
The sensor doesn’t need a line of sight or wiring back to a controller — it reports over the same Bluetooth mesh used across the rest of your RTLS deployment.
Equipment We Monitor
- Motors and pumps — the highest-frequency failure point in most facilities; vibration typically shows up weeks before a bearing or seal actually gives out.
- HVAC units — fan and blower imbalance accelerates wear on motor mounts and belts; catching it early avoids a full unit replacement.
- Compressors — vibration from worn valves or piston wear shows up as a measurable frequency shift before output capacity drops.
- Gearboxes — gear mesh wear and shaft misalignment both register as distinct vibration signatures specific to each fault type.
- Conveyors — roller bearing wear and belt misalignment are two of the most common unplanned-downtime causes on a production line, and both are vibration-detectable.
If it rotates and you’d rather know about a problem before it stops, it’s a candidate for this.
From Vibration Data to a Maintenance Alert
Predictive maintenance sensor readings feed into the same Ripples IoT dashboard and rule engine used for asset and workforce tracking, including the machine usage and “Time on Tools” tracking already running on your shop floor. You set the threshold — what counts as a deviation worth flagging — and the system handles the rest: an alert to the maintenance team, a ticket into your CMMS, or a notification the moment a reading crosses the line.
Deploy a Motor-Pump Monitoring Kit
The fastest way to see this working on your own equipment is our Motor-Pump Performance Kit — a Bluetooth beacon with an integrated high-precision accelerometer, built for exactly this. Starting at US$1,000 for a proof-of-concept deployment, with the same enterprise-grade hardware used in our full-scale rollouts.
Vibration Monitoring vs. Manual Inspection
Most facilities still rely on a maintenance technician doing periodic walk-arounds with a handheld vibration meter, or simply waiting for a machine to sound wrong. Both approaches miss the gap between inspections — a bearing can go from early wear to failure in days, and a monthly or even weekly walk-around isn’t frequent enough to catch that window. Continuous sensor monitoring closes that gap: instead of a snapshot every few weeks, you get a constant baseline with an alert the moment something deviates from it, regardless of whether anyone is scheduled to check that machine that day. Once a normal baseline is established for a given machine, the system flags deviations that match known fault patterns — the same vibration severity classifications defined in ISO 20816, the international standard for evaluating machine vibration.
FAQ
Q: How often does the sensor report data?
A: Reporting frequency is configurable based on the criticality of the equipment — more frequent intervals for critical machinery, longer intervals to extend battery life on lower-priority assets.
Q: What’s the difference between condition-based and preventive maintenance?
A: Preventive maintenance services equipment on a fixed schedule whether it needs it or not. Condition-based maintenance services equipment when the data shows it actually needs it — fewer unnecessary service visits, and problems caught between scheduled intervals instead of missed until the next one.
Q: Can one sensor monitor multiple fault types at once?
A: Yes. The same triaxial accelerometer reading is analysed for multiple fault signatures simultaneously — imbalance, misalignment, bearing wear, and looseness are each detected from the same continuous data stream.
Q: How is condition monitoring different from a standard asset tracking tag?
A: Asset tracking tells you where a machine is. Condition monitoring tells you how it’s doing — using the same accelerometer hardware, but tuned to detect vibration anomalies rather than location changes.
Q: Do I need to stop the machine to install the sensor?
A: No. The sensor mounts externally with no wiring and no downtime required for installation.
Q: Can this integrate with our existing maintenance software?
A: Yes — alerts can be routed into your CMMS or ERP via API, the same integration path used for our other RTLS modules.
Voor Nederlandse en Belgische productiefaciliteiten met SAP PM, Ultimo of Planon — zie onze CMMS-integratie trillingen voor Nederland →
Stop Waiting for the Breakdown
See vibration data from your own motors and pumps on a live dashboard — before anything fails.
Order the Motor-Pump Monitoring Kit · Book a demo
Starts from US$1,000 for a proof-of-concept deployment.