VibraSense

VibraSense – Embedded Vibration Intelligence | Know Loss
Embedded Edge AI

Real-time vibration intelligence at the source.

VibraSense brings AI-powered fault detection to embedded systems. No cloud required, no latency, no compromise. Detect machine failures before they happen, deployed anywhere.

✓ Edge AI · No Cloud Required
✓ <10ms Inference
✓ 6 Fault Classes
✓ Industrial Grade

What makes VibraSense different

Purpose-built for reliability in real-world conditions, not benchmarks.

A

Edge Processing

Inference runs entirely on-device. Zero cloud dependency, instant decisions, complete privacy.

B

Industrial Performance

Trained on thousands of hours of real vibration data. Detects 6 critical fault classes with sub-10ms response.

C

Deployed Anywhere

Standalone, networked, or embedded in OEM systems. Wi-Fi, BLE, UART, I²C, SPI, or SCADA ready.

Built on proven hardware & software

Processor
ESP32
Dual-core ARM Cortex-M32 with FPU
Sensor
ICM-20948
9-axis IMU with high-g acceleration
AI Framework
TensorFlow Lite
Optimized for embedded deployment
Fault Detection
6 Classes
Imbalance, misalignment, bearing, looseness, shaft, cavitation
Inference Speed
<10ms
Full detection cycle on-device
Form Factor
59×42×22mm
Temperature: −20°C to +85°C

Works the way you work

VibraSense integrates seamlessly into existing systems. No rip-and-replace required.

Multiple Interfaces — Wi-Fi, BLE, UART, I²C, SPI, or SCADA protocol ready

Flexible Deployment — Standalone units, networked arrays, or OEM-embedded solutions

Custom Models — Retrain models on your specific machinery and conditions

Real-Time Output — Fault class + confidence scores delivered instantly

Industrial Operating Range – Tested from −20°C to +85°C, built for harsh environments

Where VibraSense protects your assets

⚙️

Industrial Machinery

Early detection of bearing wear, shaft imbalance, and misalignment in motors, pumps, and compressors.

🏭

Manufacturing

Real-time condition monitoring on production lines. Prevent unplanned downtime before it costs you.

🌊

Marine & Offshore

Self-contained, no-cloud operation in remote offshore installations and shipping applications.

🚜

Agricultural Equipment

Embedded fault detection for tractors, harvesters, and equipment operating in field conditions.

🏢

HVAC Systems

Monitor compressors, fans, and pumps to predict maintenance needs before failure.

🔌

Power Generation

Detect mechanical stress in turbines and rotating equipment for reliability and safety.

Deploy your way

Whether you need a standalone sensor, a distributed monitoring network, or integration into your own hardware — VibraSense adapts to your architecture.

Standalone Unit
Networked Array
OEM License
Custom Integration

Ready to deploy embedded intelligence?

VibraSense is built for production environments. Deploy with confidence, monitor in real-time, and prevent failures before they happen.

Deployment Inquiries
www.KnowLoss.com
OEM Licensing
www.KnowLoss.com
Custom Models
www.KnowLoss.com