Make your products smarter with AI-based Virtual Sensors
COMPREDICT’s Virtual Sensors make automotive components smarter.
When hardware tends towards standardized commodities, software offers you the possibility of differentiation and added value. Our Virtual Sensors uncover the hidden value in raw vehicle data, supporting the pivot to the Software-Defined Vehicle.
COMPREDICT offers a unique value proposition to vehicle suppliers in building solutions for vehicle OEMs replacing legacy or needed hardware sensors with Virtual Sensors, offering 100% support to the hardware-less strategy by adding more functionality up to unique service offerings.
The hardware-less strategy in automotive and commercial vehicles is considered as a key factor for OEMs to save weight and cost for electronics when adding software to their equation. Virtual Sensors:
- Help to reduce hardware quantity
- Generate measurement capabilities with software at low costs
- Are the most endurable sensors today
COMPREDICT´s solutions for equipment suppliers
Reduce the number of hardware sensors in components and subsystems
Virtual Sensors are like the digital twins of physical sensors. They are designed to accurately reflect a hardware sensor signal, both dynamically and reliably. Replacing hardware sensors through Virtual Sensors:
- Reduces product cost
- Minimizes integration effort
- Offers modularity and standardization
- Increases supply chain flexibility
Read more on how COMPREDICT ‘s Virtual Sensors replace hardware sensors.
Add new measurement capabilities to your equipment
Provide more value with less TCO than hardware solutions!
With COMPREDICT’s Virtual Sensors, you can add sensing capabilities to your equipment at low costs with software. It is an extremely efficient solution if adding dedicated hardware sensors is not possible at all or with reasonable costs.
Read more about new measurement capabilities with Virtual Sensors.
Sense the present and predict the future for smarter products
Our Virtual Sensors can monitor the health and usage of vehicle components, detect anomalies early, and forecast potential component damage. Our solution helps you avoid failures in the field, it provides accurate information that allows you to refine specifications based on reliable statistics from the real usage.
Read more about Virtual Sensors for Health and Usage Monitoring in the field.
Cloud or embedded deployment of Virtual Sensors
Our Virtual Sensors can be deployed in different ways:
- Embedded implementation on your hardware
- Through the BlackBerry IVY platform
- In a cloud architecture, like AWS or Azure
With our proprietary approach, we can efficiently build Virtual Sensors for any time-series targets
To deploy a Virtual Sensor, we either take a generalized ready-to-use Virtual Sensor or utilize our proprietary Virtual Sensor pipeline for agnostic Virtual Sensor calibration. Some examples of Virtual Sensors we already built are:
- Wheel forces
- Brake disc temperature
- Brake torque
- Transmission loads and fatigue
- Suspension travel
- Chassis forces
- Vehicle mass
- Battery capacity and anomalies