NeuraVibe™
Vibration Analysis & Condition Monitoring
Licensable Edge AI for Industrial & Civil Applications.
Near 100% Accuracy, Production-Proven in the Extreme Conditions of Cableways & High-Speed Rail.
NeuraVibe uses IMU sensor data to extract vibration frequencies, detect anomalies and monitor structural health. All processing runs on-device, enabling continuous monitoring that can detect developing failures weeks before equipment breakdown.
Industrial Machinery
• Motor Vibration Analysis
• Pump Health Monitoring
• Compressor Monitoring
• Turbine Vibration Analysis
• Manufacturing Equipment Health
• Fan & HVAC Monitoring
• Bearing Condition Monitoring
• Gearbox Health Monitoring
• Digital Twin
Civil Infrastructure
• Bridge Structural Assessment
• Building Structural Assessment
• Offshore Platform Monitoring
• Rail System Health Monitoring
• Tunnel & Dam Monitoring
• Cable Tension Monitoring
• Seismic Activity Detection
• Infrastructure Degradation Tracking
Custom Development
Need monitoring we don’t provide? We can build it.
Examples of What You Can Do with NeuraVibe
Motor Vibration Analysis
Know a Motor Will Fail Before It Does
Motors have a characteristic vibration pattern when operating under optimal conditions and deviate from it when components require maintenance. Parts like bearings or gears are common culprits. When a bearing travels over a damaged area, it vibrates in an uncharacteristic way. Likewise, misaligned gears produce friction and grinding that have an erratic vibration signature. NeuraVibe edge AI tracks and analyzes these patterns continuously, generating real-time condition data that can feed into digital twins of each motor. Anomalies are flagged as they emerge, enabling predictive maintenance so every repair is a deliberate choice.
Turbine Vibration Analysis
Turbine Faults Detected Between Maintenance Visits
Turbines operate in some of the most demanding conditions. They are remote, exposed and under constant mechanical stress. Like any rotating machinery, each turbine has a normal vibration signature. Deviations are often the earliest predictors of a developing fault, and without continuous monitoring, the costs are already high by the time damage becomes visible. With NeuraVibe embedded in IMU sensors, operators gain continuous visibility into mechanical conditions without needing to be on site. The solution detects anomalies early, enabling predictive maintenance that prevents malfunctions.
Condition Monitoring
Real-Time Monitoring for Structures Under Load
Structures under load operate within defined safety thresholds. Breaching them, even briefly, carries consequences for safety and operational continuity. NeuraVibe is deployed on sensor nodes across a structure, monitoring structural stress, vibration, orientation and position in real time. This solution provides operators with early warning when conditions approach critical limits.
Manufacturing Equipment Health
Keep the Line Running by Making Faults Visible
Manufacturing environments run on the assumption that equipment performs. When vibration, temperature or load begins to deviate, one machine going down can take the whole line with it. NeuraVibe continuously monitors the mechanical operating conditions of your equipment. It detects anomalies before they escalate into unplanned downtime or costly failures.
Use Cases
Accurate vibration analysis is what makes predictive maintenance, fault detection, and digital twinning possible. It is why customers across civil engineering and industrial operations rely on NeuraVibe.
In civil infrastructure, NeuraVibe monitors the structural health of bridges, tunnels, highways and buildings. It is also used by researchers for seismic activity analysis and earthquake detection.
In industrial applications, NeuraVibe performs vibration analysis on machinery to maximize uptime, identifying developing faults before they result in failure or unplanned downtime.
NeuraVibe continuously monitors rotating machinery and pipelines in energy and heavy industry. It gives operators access to the condition data they need to maintain output, reduce maintenance costs, and manage risk across critical infrastructure.
INFRASTRUCTURE MONITORING
TUNNEL & DAM
MONITORING
OFFSHORE PLATFORM
MONITORING
SEISMIC ACTIVITY MONITORING
CABLE TENSION
MONITORING
PREDICTIVE
MAINTENANCE
FAN & HVAC
MONITORING
DIGITAL
TWIN
SPORTS EQUIPMENT
FITNESS
TRACKER
SPORTS PERFORMANCE
PEDESTRIAN DEAD RECKONING
CLINICAL RESEARCH
VR &
GAMING
BIOMEDICAL REHABILITATION
ANIMAL
TRACKING
Why Choose NeuraVibe
NeuraVibe is production-proven in critical infrastructure applications where failure carries severe consequences. It powers the world’s first intelligent steel rope system for cableways and structural health monitoring of high-speed railways. These applications demanded exceptional reliability in environments with extreme and complex vibration patterns. That same precision now powers every NeuraVibe deployment, from bridges and buildings to manufacturing facilities.
Proven in Extreme Conditions
Near 100% accuracy, proven in mission-critical equipment where failures are fatal and downtime carries severe financial loss.
Fast to Market
From kickoff to edge AI on your device in weeks instead of months.
No Cloud, No Tuning
Everything runs locally with complete privacy. No cloud connectivity required, no complex setup, all processing on-device.
Expert Support
Direct access to the NeuraVibe engineers, with deep technical expertise and responses typically within 24 hours.
What Makes NeuraVibe So Accurate?
NeuraVibe uses , to interpret vibration data with precision. Combined with physics-informed AI and expert tuning, this enables near-100% accuracy in condition monitoring and fault detection. Our engineers refine the ML models using real-world data from equipment, machinery and infrastructure through an expert-in-the-loop approach.
To ensure reliable performance in diverse conditions, NeuraVibe applies a multi-stage processing pipeline. This layered approach handles sensor limitations, filters false positives, and delivers consistent real-time intelligence in production environments.
Pre-Processing
Raw sensor data is first filtered through precision sensor fusion to prepare it for downstream analysis.
Edge AI
The filtered data is then analyzed on-device using ML models refined through expert-in-the-loop training. During this stage, NeuraVibe detects and classifies motion in real time.
Edge Post-Processing
Finally, validation logic verifies the insights and refines the output to ensure it remains consistent, accurate & aligned with physical human actions in real time.
NeuraVibe Key Features
Precision Edge AI
Embedded algorithms that deliver accurate insights even under the harshest industrial conditions.
Works With Your Existing Hardware
Designed to run accurately using data from standard inertial sensors, eliminating the need for specialized or high-cost hardware. Vibration analysis can run on 16G accelerometers, while maintaining reliable event classification.
Delivered as a portable, hardware-agnostic C library for straightforward deployment.
Small Footprint
An IMU-based solution that analyzes linear acceleration and angular velocity sampled at 50 Hz. Designed for MCU-friendly deployment with low computational load and power consumption to support extended device operation.
Flash memory occupation
41.92 KB (FFT_SIZE 1024)
RAM memory occupation
1.20 KB (FFT_SIZE 1024)
Timing [clock hits] 6DOF
Average: 183753, Maximum: 185661
Timing @ 64MHz [ms] 6DOF
Average: 2.871 ms, Maximum: 2.901 ms
Device
Measured with a Muse board, mounting a STM32WB55 MCU @16MHz
