Quick answer
ParticLIO manufactures LoRaWAN sensors for condition monitoring programs — vibration, temperature, current, and acoustic nodes that feed integrator-owned analytics platforms, not a ParticLIO subscription service.
Sensor Capabilities
Vibration Sensors
Bearing wear, imbalance, and misalignment data for rotating equipment programs.
Temperature Sensors
Overheating and process deviation monitoring for electrical and mechanical assets.
Current Monitors
Load changes and efficiency loss detection on motors, pumps, and compressors.
Acoustic Sensors
Leak, valve, and cavitation detection for compressed air and steam systems.
Maintenance Strategy Comparison
Reactive Maintenance
Fix when failure occurs
Cost: Highest
Downtime: Maximum
- Unplanned downtime
- Emergency repairs
- Collateral damage
- Safety risks
Preventive Maintenance
Fix on a fixed schedule
Cost: Medium-High
Downtime: Scheduled
- Over-maintenance
- Wasted parts
- Unnecessary labor
- Still unexpected failures
Predictive Maintenance
Fix when data indicates need
Cost: Lowest
Downtime: Minimal
Industry Benchmark Ranges
Typical reduction cited when moving from reactive to predictive programs (industry benchmarks)
Reported reduction range in published maintenance literature
Typical service-life extension when issues are caught early
Demand-driven ordering reduces just-in-case stock
Benchmark ranges from published maintenance literature. ParticLIO supplies sensor hardware; integrators run analytics programs.
Typical Specifications
Values vary by SKU. Request datasheets for confirmed figures.
Frequently Asked Questions
How much can predictive maintenance save?
Published benchmarks cite wide ranges — often 20–40% maintenance cost reduction — but results depend on equipment type, program maturity, and baseline practices. ParticLIO supplies sensor hardware; integrators run analytics.
What equipment benefits most from condition monitoring?
Rotating equipment — motors, pumps, compressors, and fans — where unplanned downtime is costly.
How quickly can integrators see ROI?
Many programs show positive ROI within 6–12 months, often after preventing one major failure event.