Illustrative scenario

Refrigeration condenser fouling detection

Illustrative scenario — representative of common industrial IoT applications

Cooling towersEnergy & electricityFood & Beverage ProcessingControlled Environment Agriculture

Rising head pressure at constant load — a fouled condenser, priced.

A food storage and processing site

No client is named, no logo is shown and no figure here was measured at any site (R2).

How it went.

Every study on this site runs the same four beats, in the same order.

  1. 01

    Alert

    A fouling condenser makes the compressor work harder for the same cooling. It never trips an alarm. It just quietly raises the electricity bill.

  2. 02

    Cost

    Head pressure vs. load — The ratio drifts long before the system trips on high pressure.

  3. 03

    Fix

    Head pressure transducer on the refrigeration circuit · Compressor current monitoring · Ratio trending with a cleaning threshold

  4. 04

    Restored

    A cleaning schedule based on the measured penalty

In full.

Illustrative scenario — representative of common industrial IoT applications.

The problem

A fouling condenser makes the compressor work harder for the same cooling. It never trips an alarm. It just quietly raises the electricity bill.

What would be installed

  • Head pressure transducer on the refrigeration circuit
  • Compressor current monitoring
  • Ratio trending with a cleaning threshold

What changes

Before — A cleaning schedule based on the calendar After — A cleaning schedule based on the measured penalty

The number

Head pressure vs. load — The ratio drifts long before the system trips on high pressure. Illustrative scenario, not a client result. Figure is representative, not measured. [TOM-REVIEW]

In one line

Maintenance on condition, not on the calendar — and a number attached to the delay.

What the data looked like.

Hover or arrow-key across the trace to read any interval. The flagged point is the one that started the conversation.

Refrigeration condenser fouling detection
CLEAN CONDENSER
HEAD PRESSURE PER UNIT LOAD · 90 DAYS · DAILY
Chart data
IntervalRack 1 (kPa/kW)
D113
D212
D312
D412
D513
D613
D712
D813
D913
D1013
D1113
D1213
D1313
D1413
D1513
D1613
D1713
D1813
D1913
D2013
D2113
D2213
D2313
D2413
D2513
D2613
D2713
D2813
D2913
D3013
D3113
D3213
D3313
D3414
D3513
D3613
D3713
D3814
D3914
D4014
D4114
D4214
D4314
D4414
D4514
D4614
D4714
D4814
D4914
D5014
D5114
D5214
D5314
D5414
D5514
D5614
D5714
D5814
D5914
D6014
D6114
D6214
D6314
D6414
D6514
D6615
D6714
D6814
D6914
D7015
D7115
D7215
D7315
D7415
D7515
D7615
D7715
D7815
D7915
D8015
D8115
D8215
D8315
D8415
D8515
D8615
D8715
D8815
D8915
D9015
Before and after, in words
BeforeA cleaning schedule based on the calendar
AfterA cleaning schedule based on the measured penalty

Illustrative dataset — a representative operational profile, seeded and deterministic, not measured at any site.

What changed.

Before

A cleaning schedule based on the calendar

After

A cleaning schedule based on the measured penalty

Head pressure

vs. load

The ratio drifts long before the system trips on high pressure.

Source: Illustrative scenario, not a client result. Figure is representative, not measured. [TOM-REVIEW]

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