Overview
VIRTUAL SENSORS FOR AGRICULTURE AND HEAVY MACHINERY
Turn machine data into operational intelligence –
for higher uptime, lower hardware complexity, and smarter service decisions. COMPREDICT turns machine data into software intelligence. Virtual Sensors estimate key states (pressure, temperature, load, wear, etc.) without extra hardware – reducing complexity, improving availability, and enabling smarter maintenance across fleets.
for higher uptime, lower hardware complexity, and smarter service decisions. COMPREDICT turns machine data into software intelligence. Virtual Sensors estimate key states (pressure, temperature, load, wear, etc.) without extra hardware – reducing complexity, improving availability, and enabling smarter maintenance across fleets.
WHY VIRTUAL SENSORS MATTER IN AGRICULTURE & HEAVY MACHINERY
Machines already generate valuable data, but key physical insights are hard or costly to measure. Virtual Sensors convert existing signals into real-time insights on loads, wear, and condition – enabling fewer sensors, earlier anomaly detection, predictive maintenance, and better field visibility, leading to higher uptime and smarter decisions.
HYDRAULIC PRESSURE & TEMPERATURE MONITORING
Estimate hydraulic states in real time to detect wear and abnormal behavior without extra hardware—aligned with virtual pressure, temperature, and force monitoring use cases.
DRIVETRAIN TORQUE ESTIMATION & PREDICTIVE MAINTENANCE
Use Virtual Sensors to estimate torque and drivetrain loads, enabling earlier fault detection and predictive maintenance for critical components.
IMPLEMENTS, ATTACHMENTS & POSITION INTELLIGENCE
SMART TIRE PRESSURE & LOAD-BASED RECOMMENDATIONS
Generate software-based recommendations for tire pressure based on load and conditions—improving efficiency and reducing wear.
MACHINE CONDITION & STARTER BATTERY HEALTH
Use Virtual Sensors to estimate component condition and enable predictive maintenance for systems like the starter battery.
ANOMALY DETECTION & SMARTER SERVICE PLANNING
YOUR BENEFITS USING VIRTUAL SENSORS
Virtual Sensors help manufacturers extract more value from existing data—reducing hardware needs, enabling early anomaly detection, and improving visibility into machine condition. This leads to lower complexity, higher uptime, better service readiness, and supports connected services and digital business models.
Interested? Let’s get in touch!
Let’s start with a first conversation. We’d like to understand your use case, your platform environment, and the application areas most relevant to your business. Get in touch with us to explore what a practical first step could look like.
