Predictive Machine Intelligence

Synchronous Vibration & Machine Health Monitoring

Continuous 3-axis vibration acceleration up to 25.6 kS/s with fixed-point on-chip FFT spectral demodulation, ISO 20816 severity evaluation, and automated bearing fault frequency tracking (BPFO, BPFI, BSF, FTF) for electric motors, slurry pumps, and CNC spindles.

Industrial Tri-Axial Vibration Transmitter on Calibration Test Bench
ROTATING MACHINERY BENCHMARK • SYNCHRONOUS TRI-AXIAL VIBRATION & ISO 20816 EVALUATION
Physical Sensing

Synchronous Tri-Axial Dynamic Acceleration

Fusing simultaneous X, Y, and Z axes at 25.6 kS/s per channel with simultaneous sample-and-hold ADC architecture. Simultaneous sampling minimises inter-axis skew, enabling multi-axis phase and amplitude analysis for unbalance and misalignment indicators.

Target Assets: Heavy induction motors, centrifugal pumps, industrial gearboxes
Hardware: IGFO-100 Edge AI Node • IGFO-VIB10 Seismic Vibration Transmitter (coming soon)
Edge DSP Analytics

Embedded 4096-Point On-Chip FFT & Kurtosis

On-sensor RISC-V DSP core computes windowed Fast Fourier Transforms (Hann / Flat-Top) directly at the machine face. Automatically extracts Peak Velocity, RMS Velocity, Crest Factor, and Kurtosis metrics with 100 ms update (overlapped frames) without saturating plant network bandwidth.

Signal Metrics: Peak Accel, RMS Velocity (0–200 mm/s), Spectral Energy; velocity RMS 10–1000 Hz per ISO 20816-1
Bearing Faults: Automated BPFO, BPFI, BSF, and Cage Frequency demodulation
Severity Engine

ISO 20816 Severity Evaluation

Pre-configured severity thresholds mapped to ISO 20816-3 (Group 1 and Group 2 industrial machines, rigid and flexible foundations). The edge node tracks transitions between Zone A (Newly Commissioned), Zone B (Unrestricted Operation), Zone C (Restricted / Alarm), and Zone D (Damage Likely).

Evaluation Standards: ISO 20816-3, ISO 20816-1 (complements dedicated plant protection systems)
Notification Speed: Fast digital alarm status output with deterministic edge response
SCADA Interoperability

Deterministic Fieldbus & Wireless

Stream processed vibration spectra and health indicators over RS-485 Modbus RTU, Single Pair Ethernet (10BASE-T1L), or BLE mesh. Exposes asset health indicators to plant SCADA and enterprise predictive maintenance systems.

Buses Supported: RS-485 Modbus, SPE (10BASE-T1L), BLE, OPC UA (via gateway)
Ingress Protection: IP67 sealed CNC aluminum housing

Condition Monitoring System Architecture & Technical Specifications

Parameter Specification Engineering Significance
Dynamic Range & Axes Tri-Axial MEMS (±16g) Synchronous multi-axis vibration acquisition
Sampling Rate & Bandwidth 25.6 kS/s ADC (0.5 Hz – 10 kHz, ±3 dB) Captures machine harmonic peaks and bearing impact ring-downs
Spectral Resolution 4096-Point On-Chip Fixed-Point FFT Provides high spectral line discrimination across machine run speeds
Evaluation Guidelines ISO 20816-3 • ISO 20816-1 Standardized vibration severity guidelines universally understood by plant engineers
Operating Temperature -40°C to +80°C Internal node temperature tracking and machine thermal monitoring
Ingress Rating & Connectors IP67 Waterproof / M12 Industrial Connectors Withstands washdowns, coolant spray, and industrial contaminants

Deploy Vibration Condition Monitoring Across Your Plant

Share your rotating equipment specifications (RPM, motor power, bearing codes, bus requirements) to receive a turnkey pilot architecture proposal.