Trains
Typical Applications
Trains: External and Internal Doors, Toilets, General Displacement
Doors setup and KPIs
- Measurements
- A LYRASens is installed on each door to capture its opening and closing movement. The measurements shows that the sensors are able to capture their pathways precisely.
- Failure modes detection
- The health state of the doors can be monitored by detecting anomalies from a reference pattern calculated by Machine Learning.
- Conclusions
- A LYRASens is installed on each door to capture its opening and closing movement. The measurements shows that the sensors are able to capture their pathways precisely.


Outside door


Inside door


Valve Sensor Setup
Typical Applications
Trains: External and Internal Doors, Toilets, General Displacement
Toilet Valves setup and KPIs
- Measurements
- A LYRASens is installed on each door to capture its opening and closing movement. The measurements shows that the sensors are able to capture their pathways precisely.
- Failure modes detection
- The health state of the doors can be monitored by detecting anomalies from a reference pattern calculated by Machine Learning.
- Conclusions
- The proactive failure detection on external and internal doors is high.
Typical Applications
Trains: External and Internal Doors, Toilets, General Displacement
Train Displacement setup and KPIs
- Measurements
- Two LYRASens are installed on each extremity of the coach. The sensors are placed inside the coach close to the bogies. The acquisition of the vibration is triggered synchronously between both sensors in 3 directions.
- Observations
- The measurements showed the capability of the system to detect several events/behaviours:
- Flat wheels
- Anomalies on rails tracks
- Breaking uniformity


Train Displacement Sensor Setup