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IoT Monitoring

See every stop, including the short ones

We capture machine state from PLC tags where they exist, and from current clamps, stack lights or part-counting cameras where they don't — then show OEE by shift, microstops and a loss tree your operators help explain.

Three glass vessels pour into one another, losing a little each time; the last holds a smaller amount of orange liquid.
FIG. 16OEE losses multiply — three measuring cups pour into each other and each loses a little.

The problem

The OEE number on the whiteboard is an estimate

In many plants, OEE is still assembled at the end of a shift from a paper log: a breakdown was "about 20 minutes", the changeover "went long", and the forty-second jams that happened thirty times never made the sheet at all. Those short stops are the hidden factory — capacity the line has but never delivers, invisible because nobody writes them down.

Automating the count is harder than it sounds on a mixed fleet. Newer machines have PLCs with useful tags. The press from 1998 has relays, or a PLC nobody wants to touch. A system that only works on the new machines tells you about the half of the floor that was already behaving.

Without automatic state data, every improvement meeting turns into a debate about whose memory is right.

How it works

Machine state, with or without a PLC

We pick the least invasive source that gives a trustworthy state signal for each machine, and mix them freely across a line.

PLC tags

Running, faulted, starved, blocked and part counts are read over OPC UA, EtherNet/IP, PROFINET or Modbus TCP. Read-only — no change to your PLC program.

Current clamps

A Pulsenode C on the main motor feed tells off, idle, running and loaded apart by current draw, without touching machine wiring.

Stack-light sensing

Light sensors on the existing tower light feed the red, amber and green states into the Gatepoint's isolated digital inputs — the machine reports its own status.

Vision part counting

A Lensnode V counts good parts and rejects on the outfeed, supplying the performance and quality terms of OEE where no counter exists.

Microstops and loss trees

Where the time goes, by shift

OEE multiplies availability, performance and quality. The loss tree breaks each factor into causes, per machine, per shift and per product, and microstops — stops shorter than a threshold you set — are recorded individually instead of disappearing into "slow running".

All three factors are shown in minutes and parts as well as percentages, so a small percentage on a long shift is not lost.
OEE factorLosses capturedSource
AvailabilityBreakdowns, changeovers, waiting for material or operatorsMachine state plus operator reason codes
PerformanceMicrostops, reduced speed, idlingMachine state, cycle counts and ideal cycle time
QualityScrap, rework, startup rejectsPart and reject counts from the PLC or vision

Reason codes and honest numbers

OEE people trust, not OEE people tune

Reason codes on a tablet

When a stop runs past its threshold, a tablet at the machine asks the operator why — one tap from a short list. Microstops are grouped automatically, so nobody is asked about every jam.

Short lists, written with supervisors

Each machine gets a reason list its operators recognize. Uncoded stops go to the shift lead's review screen instead of defaulting to "other".

A fixed ideal cycle time

Ideal rates come from the nameplate or a demonstrated best, set once in writing — not from last month's average, which quietly hides speed loss.

Planned downtime defined up front

What counts as planned is agreed before go-live. Changeovers are not excluded just to make availability look better.

Not a ranking of people

The data finds losses in machines and processes. Using it to rank operators is the fastest way to get bad codes.

Raw minutes beside percentages

Every chart can show the minutes behind the percentage, so a definition change can't flatter the line overnight.

Process

From machine survey to weekly loss review

  1. Machine survey

    Discovery call and site walk

    For each machine we decide how state will be captured — PLC tags, current, stack light or vision — and what it will cost to connect.

  2. Proof of Value

    6 weeks · $24,000

    Up to 25 machines instrumented with loaner hardware, against success criteria agreed in writing, such as share of stop time with a reason code.

  3. Definitions and rollout

    Deployment · 6–12 weeks

    OEE definitions signed off by operations, reason lists built with supervisors, tablets configured, and the remaining machines connected.

  4. Weekly loss review

    Ongoing

    The Performance module in Perflens Console drives a short weekly review of the top losses, and the next improvement target.

Deliverables

What an OEE rollout delivers

  • A machine-by-machine capture plan with the chosen state source for each
  • Installed connections and sensors, documented in an as-built drawing set
  • An OEE definitions document — ideal cycle times, planned downtime, microstop threshold — signed off by operations
  • Reason-code lists for each machine and configured operator tablet screens
  • Performance dashboards by machine, line, shift and product
  • A data feed to your MES or historian over OPC UA or MQTT, plus CSV and Parquet export
  • Training for operators, supervisors and the continuous-improvement team

Honest fit

When automated OEE is worth it

A good fit when

  • A mix of old and new machines, some without a usable PLC
  • OEE is filled in by hand and nobody fully trusts it
  • You suspect microstops are costing more than the breakdowns everyone remembers
  • Several shifts run the same line differently and you want to see how

Probably not when

  • A single machine whose operator already logs stops reliably — a spreadsheet may be enough
  • The goal is to rank operators; the data will be gamed within weeks
  • You only want one plant-wide OEE number for a slide, not machine-level losses to act on

FAQ

Questions we hear often

Do you need to change our PLC programs?

No. PLC tags are read without changing logic, and machines without a usable PLC are monitored through current clamps, stack-light sensing or vision part counting, none of which touch the control system.

How do you define a microstop?

With you, per machine. A microstop is a stop shorter than an agreed threshold; the system records every one with a timestamp and duration, and groups them so operators are not asked to explain each one.

Will operators actually use the tablets?

They do when the list is short, the prompt only appears for stops that matter, and they can see their own shift's results. We build the reason lists with supervisors and adjust them after the first weeks.

Can the same sensors watch machine health?

Yes. A Pulsenode C that reports machine state also measures current imbalance and harmonics on the motor, so OEE tracking and predictive maintenance can share the hardware.

What does it cost?

A six-week Proof of Value covers up to 25 machines for $24,000, with loaner hardware. Ongoing monitoring is quoted against the published subscriptions on our pricing page.

Find the hour your line loses in short stops

A Proof of Value instruments up to 25 machines for six weeks and shows where the time actually goes — by shift, by reason, by machine.