Deployment · wired

Every sample. Every revolution. Nothing missed.

Wired EtherCAT hosts acquire 24-bit vibration at 50 kS·s⁻¹ per channel, score it locally and drive physical I/O in under a second. One host runs the wired stack — never wired and wireless together.

Factory floor → edge → cloud

One digitized line replaces a wiring closet

Each machine digitizes its own sensor signal at the source, so a single Ethernet cable can daisy-chain from machine to machine instead of running dedicated analog wire back to a cabinet.

DIGITIZED AT THE SOURCEOne cheap Ethernet cable, daisy-chained machine to machine≤100 m per hop · up to 64 vibration channels · 640 IoT sensors per lineTRADITIONAL ANALOG WIRINGOne dedicated run per sensor, back to the cabinet — cost scales with every machineOPC-UA · Modbus · MQTTHTTPS · PROFINET …4G / 5G uplinkMachine 1A/D card on boarddigitized hereMachine 2A/D card on boarddigitized hereMachine 3A/D card on boarddigitized hereMachine 4A/D card on boarddigitized hereBeckhoff Edge IPCvibration metrics · edge processingHMI · edge AI · storageone master, one chain, four machinesSCADAplant systemsSensorDataFabricslocal HMISensorDataFabricscloud HMI · Azure
Digitized signal (EtherCAT) Legacy analog wiring Cloud syncSwitch modes above to compare wiring

A host runs the wired stack or the wireless stack — one logic set per IPC. Mixed plants run one host of each; both publish into the same HMI and the same northbound protocols.

What the cable buys you

Full-rate, uninterrupted signal and deterministic control — the deployment for critical rotating assets.

24-bit / 50 kS·s⁻¹

Per-channel IEPE acquisition — bearing energy visible down to ~12 RPM.

< 1 s

Local reaction on relays, tower lights and switches. No cloud round trip.

10× faster install

EtherCAT daisy-chains machine to machine on one Ethernet cable.

Continuous

Uninterrupted streaming and logging, not duty-cycled snapshots.

The wired signal chain

From accelerometer to plant system, on hardware you own.

01

IEPE sensors

Industrial accelerometers, including extreme-temperature variants from −270 °C to +800 °C.

02

24-bit DAQ card

One acquisition channel per sensor — the reason wired costs more per point, and why it sees more.

03

EtherCAT backbone

Sub-microsecond Distributed Clock sync, up to 65,535 nodes, daisy-chained across machines.

04

Beckhoff IPC

Linux host running alarms, DSP, AI and egress — plus FSoE 'Black Channel' SIL 3 safety when required.

Let the AI find it. Then prove it with the data.

The autoencoder watches continuously and flags the anomaly; the post-processing suite is how you diagnose it — on months of full-rate captures.

Edge HMI showing a Machine Stress Index breach with warning and danger counters
The AI raises the flag first — the HMI marks the event and pins the surrounding captures.

Long-horizon logging on the node — compression-first storage keeps months of history, so the evidence is still there when the AI points at it.

01

Configure the AI

Point it at the machine. The autoencoder learns that asset's own normal — no expert spectra setup.

02

The AI flags it

Machine Stress Index climbs out of band. Watch → Warning → Danger, locally, in under a second.

03

Then you investigate

Open the captures around the event and run the post-processing that answers why.

Post-processing toolkit — on demand, on the recorded data

  • FFT spectrum

    harmonics, BPFO / BPFI lines

  • STFT waterfall

    how the spectrum evolved

  • Power spectral density

    broadband energy

  • Demodulation

    envelope, early bearing defects

  • Cepstrum

    sideband families, gear mesh

  • Spectral kurtosis

    where the impulsiveness lives

  • Time domain

    the raw waveform itself

Six capabilities on a wired host

Core services ship on every node. DSP and AI are add-ons that trade sensor capacity for intelligence.

Core

Metrics & alarms

RMS, Peak and Kurtosis computed continuously against ISO 10816-3 bands, driving physical outputs in under a second.

Add-on

High-speed DSP

Full-rate FFT, STFT waterfalls, power density, envelope demodulation, cepstrum and spectral kurtosis on raw 24-bit captures.

Add-on

Edge AI

An autoencoder learns each machine's normal and returns a 0–100 Machine Stress Index — trained and scored on the IPC itself.

Core

Storage & egress

Local time-series database per node. Buffers through outages, then forwards over OPC UA, MQTT, Modbus TCP or HTTPS.

Core

HMI & operations

HTTPS web HMI with Admin/Operator RBAC, edge health, live logs, and offline update with one-click rollback.

Optional

Fleet dashboards

Optional Azure aggregation across sites — $24 per sensor per year. Switch it off and the edge keeps running.

Wired capacity — CX9240 to C6030

One wired 24-bit channel costs roughly two wireless sensors' worth of compute. Each add-on trims capacity, not features.

Sensor capacity per IPC — each add-on costs 20% of it
  • CX92402948 wireless · 1424 wired
  • C60155796 wireless · 2948 wired
  • C602586144 wireless · 4372 wired
  • C6030114192 wireless · 5796 wired

with DSP + AI metrics only

Wired IEPE sensor capacity per Beckhoff IPC
IPCMetrics onlyDSP + AIRole
CX92402414Compact DIN-rail embedded PC
C60154829Ultra-compact industrial PC
C60257243Modular industrial PC
C60309657High-performance industrial PC

Wired channels need a 24-bit / 50 kS·s⁻¹ acquisition card each — but EtherCAT daisy-chaining usually takes most of that back in cabling and labour.

No cabling route to the asset? Compare the wireless deployment — same edge stack, duty-cycled capture.