Platform Features · Real-Time FFT Analysis
Spectra streaming live — not in next month's report.
Real-time FFT converts vibration into live spectra at the edge — bearing defect frequencies, gear mesh sidebands and imbalance signatures identified as they develop, feeding accurate predictive maintenance.
Streaming FFTDefect-frequency IDGear-mesh & sidebandsWaterfall trendsEnvelope analysisEdge processing
The problem it kills
Accuracy in predictive maintenance is a frequency-domain problem.
LAG
Analysis that arrives late
Quarterly vibration surveys photograph a moving object. Streaming FFT watches the film — degradation visible the week it starts.
NOISE
Overall RMS hides the story
A healthy overall level can hide a screaming defect frequency. Band-resolved spectra see the needle, not just the haystack.
EXPERTS
Spectra without interpreters
Raw waterfalls need specialists. We annotate: which frequency, which component, which action — in plain language.
How it works
Real-Time FFT Analysis, the MachineWise way.
Deployed software-first in under an hour, included in one subscription — no per-module licensing.
COMPUTE
FFT at the edge
- Continuous spectra from tri-axial sensors
- Envelope analysis for early bearing faults
- Order tracking on variable-speed drives
- Efficient edge processing — no raw-data floods
IDENTIFY
Frequencies with names
- BPFO/BPFI/BSF bearing frequencies matched
- Gear-mesh and sideband tracking
- Imbalance, misalignment, looseness separation
- Per-machine frequency maps auto-built
PREDICT
Feeding accurate PdM
- Defect-band trends drive health scores
- Time-to-fault estimates sharpened by spectra
- Waterfall history for every escalation
- Evidence trail for warranty claims
LiveSpectra streaming, not surveyed
NamedDefect frequencies identified
SharperPdM accuracy from frequency data
Keep exploring
Goes deeper with the rest of the platform.
Ready when you are
See Real-Time FFT Analysis running on machines like yours.
A 30-minute walkthrough on a live dashboard seeded with your machine types. No obligation.
Book your free demo →