✓ Success Story

AC Failure Caught Before Crop Loss — Real-Time IoT Monitoring in Action

By Poem Techno Private Limited  ·  May 2026  ·  Mushroom Spawn Run Case Study

12 hrs
Time to detect failure onset
32 hrs
AC running with zero output
1.2%
Effective cooling vs rated capacity
✓ Saved
Spawn run batch — no crop loss

📋 Summary

During a critical spawn run (Day 8–9), a mushroom grow room failed to cool despite the AC running continuously for 32 hours. The Contol-X monitoring system logged every data point in real time. Analysis of sensor records revealed the AC was delivering only 1.2% of its rated cooling capacity — a clear sign of complete refrigerant loss. An AC technician was called immediately. The diagnosis was confirmed: R-404A refrigerant had fully leaked. After recharging, the room returned to normal operation. The batch was saved.

The Situation — Day 8-9 of a Spawn Run

Spawn Run Day 8–9 is one of the most critical and heat-intensive periods in button mushroom production. Mycelium is at peak metabolic activity — generating significant biological heat from within the compost. At this stage, the grow room AC must work against both the external summer heat and the internal biological heat load simultaneously.

On the night of May 9, 2026, something was wrong. The room temperature was not dropping — despite the AC running continuously and the operator aggressively lowering the setpoint from 22°C all the way down to 16°C over several hours. The room refused to cool.

What the Sensors Showed

The Contol-X system continuously logs all room parameters — room air temperature, compost core temperature, outside temperature, CO₂ levels, relay states, and setpoints — every few minutes. This is what the 31-hour record looked like:

Mushroom grow room sensor data: temperature and CO2 over 31 hours showing cooling failure

Figure 1 — 31-hour sensor record. Top: Room temperature (green) barely moved despite AC running and setpoint being lowered to 16°C (red dotted line). Compost centre (orange) steadily rising due to peak spawn metabolic activity. Bottom: CO₂ levels over the same period.

00:00 May 9 — Room air at 24.9°C, compost at 29.5°C. AC relay (D2) energised. Normal start to the day.
06:00 onwards — Operator notices room is not reaching setpoint. Setpoint lowered to 18°C, then 16°C. AC continues to run. Room temperature barely responds.
08:00–17:00 — Despite setpoint at 16°C and AC running 100% of the time, room temperature remained at 24–27°C. A fully functional 13-ton AC should have reached 16°C within 2.5 hours.
Manual compressor test — Operator manually tested the compressor. It failed to cool even under direct test — ruling out any control or relay issue.
May 10, morning — AC technician called based on data analysis. Refrigerant (R-404A) confirmed fully leaked. Gas recharged. Room began cooling normally within the hour.

The Engineering Analysis — AC Producing 1.2% of Rated Output

The sensor data made it possible to quantify exactly how much cooling the AC was actually delivering — not just that it "wasn't working." This is where continuous monitoring provides real diagnostic value.

AC performance analysis: rated 45.7kW vs effective 0.54kW — mushroom grow room cooling failure

Figure 2 — Left: Expected cooling curve (green) vs actual room temperature (red). A functioning 13-ton AC should reach setpoint in ~2.5 hours. Actual room dropped only 1.2°C in 21 hours. Right: Bar chart comparing rated output (45.7 kW) vs measured effective output (0.54 kW) — just 1.2% of rated capacity.

By the Numbers

ParameterValue
AC system rated capacity13 Ton = 45.7 kW
Room temperature change over 21 hours27.4°C → 26.2°C = only −1.2°C
Compost thermal mass~30,000 kg × 3,500 J/kg·K
Measured effective AC output~0.54 kW (calculated from sensor data)
AC efficiency during failure1.2% of rated capacity
Root cause confirmedComplete R-404A refrigerant loss

Why This Could Have Been Catastrophic

Spawn Run Day 8–9 is not a forgiving phase. The mycelium is generating 2–3 kW of biological heat continuously. Without active cooling to offset this, room temperature climbs steadily. Button mushroom mycelium above 28–30°C for extended periods can suffer irreversible damage — killing the entire batch.

In this case, the compost core temperature was already climbing (29.5°C → 32.3°C over 32 hours) when the system flagged the anomaly. Had the failure gone undetected for another 24–36 hours, temperatures would likely have crossed the critical threshold and the batch would have been lost entirely.

✅ Outcome

Bonus Finding: CO₂ Drop Mystery — Also Solved

A few days earlier (May 5–7), the same room showed a different anomaly: CO₂ would rise steadily through the day to 11,000–13,500 ppm, then drop sharply every evening between 17:00–22:00 IST down to 5,600–7,000 ppm. This consistent pattern triggered a separate analysis.

The answer turned out to involve a smart interaction between the cooling system and harvest operations:

3-day CO2 trend chart showing evening drops in mushroom grow room

Figure — 3-day CO₂ trend (May 5–7). CO₂ rises each morning, peaks at 11,000–13,500 ppm, then drops sharply every evening between 17:00–22:00. Blue shaded bands = AC cooling relay active. The timing is perfectly consistent across all three days.

Key Insight

The CO₂ drop was not a malfunction. CO₂ remained within acceptable spawn run range (5,000–20,000 ppm) throughout. However, the analysis helped optimise the CO₂ setpoint and harvest sequencing to prevent borderline dips during future batches.

On the Ground — AC Technician at Work

Below is the actual service work from the day following our analysis. The AC technician confirmed R-404A refrigerant had completely leaked, and recharged both compressor units on-site.

AC technician recharging R-404A refrigerant on mushroom farm grow room cooling unit

The AC technician refilling R-404A refrigerant into the grow room cooling unit — the day after our sensor analysis flagged the failure. The red cylinder is the refrigerant supply. Compressor units are mounted on the outer wall of the PUF-insulated grow rooms.

What Made Early Detection Possible

Traditional grow room management relies on periodic manual checks — a farmer or operator walking into the room and reading a thermometer. By the time a problem is noticed this way, hours or days may have passed.

The Contol-X system logs every sensor reading continuously. This means:

Lessons for Mushroom Farmers

This case demonstrates several important points for anyone running a commercial mushroom grow room:

  1. An AC relay being ON does not mean the AC is working. A compressor can run with zero refrigerant, drawing power and producing no cooling. Without temperature data, you will not know.
  2. Spawn Run Day 8–9 is the highest-risk period for heat damage. This is when biological heat peaks and when AC failure is most dangerous. Monitoring must be most vigilant at this stage.
  3. Refrigerant leaks are silent and gradual. A small leak that started weeks earlier may go completely unnoticed until the system has lost enough charge to fail. Scheduled pressure checks (every spawn run) are essential preventive maintenance.
  4. Reaction time is everything. Getting an AC technician on-site the same day — vs. 2 days later — can be the difference between a saved batch and a total loss.

Protect Your Grow Room With Real-Time Monitoring

Contol-X continuously monitors every parameter in your mushroom grow room — temperature, CO₂, humidity, relay states and setpoints — 24/7. Anomalies are visible the moment they begin, not after the damage is done.

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