liman-tech
For the chief engineer

The depth you expect.

From 92 kHz vibration to APC control action — one stack, one data fabric. Spectra, RUL, advisor. Not «vibration as a cloud service» — a full L0–L3 stack you can deploy on your own hardware.

The L0–L3 stack

One pulse — four layers.

Every layer is a separate product with open documentation and standard protocols. Take the whole stack or individual parts — standards first.

L0 · Signal
Passer-V · Passer-T

8-channel IEPE acquisition at 92 kHz, 24-bit. MCSA on motor current. The asset's stethoscope.

L1 · Edge
Larus-10 / 100 / 1000

FFT, envelope, RMS, ML inference at the edge. IEC 61499 (4diac). The cardiogram, in real time.

L2 · Platform
Strix · Diagnostics + APC

Asset twin, RUL, operator advisor, control action. The therapist plus the prescription.

L3 · HMI
LimanISU-Monitor · mobile

The cardiologist's dashboard — for the owner, the CFO, the engineer. Software registry №15057.

Signal chain

Where the sensors plug in.

Vibration and current go into Passer controllers as raw streams. Everything else — sensors, PLCs, meters — Larus ingests directly over Modbus, OPC UA and 4–20 mA. No aggregation before diagnostics: spectra are computed on the full signal.

Signal chain From the bearing to the work order
Diagnostics

A bearing defect — months before failure.

Envelope analysis isolates the rolling-element frequencies — BPFO, BPFI, BSF, FTF — long before the overall ISO 10816 level leaves zone A/B.

  • Spectra and envelope are computed on Larus — next to the equipment, on the full signal up to 92 kHz
  • ML classifiers per failure class + remaining useful life (RUL) from the defect trend
  • Combined vibration + current diagnostics: Passer-V and Passer-T synchronised over PTP (IEEE 1588)
  • The output is not an alarm — it is a prioritised work order in your CMMS
Spectrum Envelope · pump bearing
BPFO ×1…×4 — outer-race defect g, envelope frequency, Hz

This is what a bearing defect looks like months before failure: an even row of rolling-frequency harmonics in the envelope spectrum.

From diagnosis to control

Stability first. Optimisation next.

Predictive diagnostics and condition-based maintenance remove unplanned stops — that lifts the Availability term of OEE. On stable equipment the second level kicks in: APC — MPC, soft-sensors and ML models hold the optimal regime and work on Performance and Quality. Same L0–L3 stack, same data fabric: the spectra and current signatures we diagnose with become inputs for the control models. APC-readiness is what level one delivers.

Availability

Predictive diagnostics + RUL + condition-based work orders instead of calendar PMs.

Performance

MPC/RTO holds throughput at the active constraint — not at a «safe» distance below it.

Quality

Soft-sensors close the lab-assay lag and cut variability — the process runs closer to spec.

Platform

Sense / Decide / Act — how we do it.

Step 1
Sense — Acquisition
  • Passer-V — 8 IEPE channels, up to 92 kHz, 24-bit
  • Passer-T — motor-current signature analysis (MCSA)
  • Raw stream over Ethernet to Larus — no losses, no aggregation
Step 2
Decide
  • Larus-10 — edge diagnostics for pilots
  • Larus-100 — IEC 61499 (4diac), edge automation
  • Larus-1000 — turnkey + NPU, Strix preinstalled
Step 3
Act
  • OPC UA, MQTT Sparkplug, AAS — open standards
  • Cloud · self-hosted · on-appliance — your call
  • Strix Connect — free for the first 100 tags

A diagnostic day at your site.

We bring a Passer + Larus kit, hook up to 2–3 machines, and show you the spectra and first findings by the end of the day.