Equipment Monitoring
- Steel-mill conveyor vibration monitoring
- Steel-mill temperature and humidity monitoring
- Development and delivery of pulley monitoring sensors
- Excavator monitoring system PoC
IoT Sensor Case Studies
From custom sensors to commercial sensor integration
We design sensors around field conditions and measurement goals, then build reliable data-collection environments with proven commercial sensors.
Case Studies
Sensors & Anomaly Detection
- In-house sensor integration with anomaly-detection algorithms
- Sensor data collection and system integration services
- Delivery of sewing-machine monitoring sensors
Energy & Plant
- Fuel-silo clogging detection solution for a power plant
- In-house IoT sensor for gas-pipeline impact and leak detection
Defense, Weapons Systems & Information Security
- CBM+ intelligent sensors for weapons systems
- Weapons-system monitoring and condition diagnostics
- Software anti-tampering technology and testbed
Smart Factory & DX/AX
- NeuroForge M.AX deployment in manufacturing processes
- DX·AX for inspection equipment on an automotive relay assembly line
- AI-based fastening-curve analysis for smart-factory quality prediction
- Non-intrusive PLC integration for real-time data collection in a paint shop
Mobility & Vehicle Diagnostics
- NVH sensors for vehicle-health diagnostic devices
- Vehicle fault-diagnosis sensors
- Turbocharger noise and fault diagnosis model
- EV powertrain anomaly-diagnosis PoC
R&D
- Smart electronic compass
- Battery-pack condition monitoring
- Autonomous-vehicle wheel safety sensor
- Vehicle-health smart sensor
- Predictive-maintenance IoT sensor
- Edge AI system-in-package (SiP)
- IoT sensor module
- NVH vibration and noise sensor
- Unsupervised-learning predictive maintenance
- IoT impact sensor for buried pipelines
- Booster-pump failure prediction solution
- Vision Zero transportation environment
- Support for hiring experienced R&D professionals