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Warehouse MKT Calculator (GDP)

Calculate the mean kinetic temperature (USP <1079>) for a GDP-regulated medicines warehouse from a temperature/time series and check it against the 25 °C limit.

Add a temperature reading
Advanced: activation energy ΔH

USP <1079> uses ΔH = 83.144 kJ/mol by convention. Leave it unless your stability data specifies another.

23 °C200 h
28 °C20 h
30 °C8 h
21 °C300 h
MKT WITHIN LIMIT (≤ 25 °C)
22.36 °C
Mean kinetic temperature
25.5 °C
Plain average (for contrast)
+-3.14 °C
MKT − mean
528 h
Total time
2
Readings above 25 °C
100 °C·h
Excursion dose above 25 °C

MKT = (ΔH/R) / −ln[(1/Σh)·Σ hᵢ·exp(−ΔH/(R·Tᵢ))], Tᵢ in kelvin (USP <1079>). It runs -3.14 °C above the plain average because hot excursions are weighted by the Arrhenius term — that is the point of MKT for a GDP-regulated medicines warehouse.

Field notes from maintenance practice

This variant is sized for warehouse-scale data: feed weeks of monitoring from the warmest mapped location, and the MKT is your GDP evidence that the facility held controlled room temperature across the season — the figure a GDP inspector or your responsible person reviews. GDP inspections focus on whether the warehouse genuinely holds its storage condition year-round at its hottest point; summer is the test, and MKT over a hot month is the defensible summary.

MKT always sits at or above the arithmetic mean because the Arrhenius weighting makes hot excursions count more than cold ones — exactly mirroring how heat degrades product faster. That is why a shipment whose average looks fine can still fail on MKT, and why a brief warm spike matters more than the same number of cold minutes. Pull your temperatures and durations straight from the data-logger download for a GDP-regulated medicines warehouse.

Sources & references

  • USP General Chapter <1079> — Good Storage and Distribution Practices (mean kinetic temperature)
  • Haynes, J.D. (1971) — Worldwide virtual temperatures for product stability testing (origin of the MKT formula)
  • EU GDP Guidelines (2013/C 343/01); WHO TRS GDP annexes

Calculation aid only. Storage-condition compliance and product-disposition decisions must follow your validated procedures, the product's marketing authorisation and a qualified person — not a single calculated figure.

Warehouse MKT Calculator (GDP) for maintenance and reliability teams: Calculate the mean kinetic temperature (USP <1079>) for a GDP-regulated medicines warehouse from a temperature/time series and check it against the 25 °C limit. Free, private (everything runs in your browser) and ready for daily plant use.

About Warehouse MKT Calculator (GDP)

Mean kinetic temperature (MKT) is a single calculated temperature that captures the cumulative thermal stress of a varying temperature history — and it is the metric regulators accept for a GDP-regulated medicines warehouse. Enter each temperature the product experienced with the hours it was held there; this calculator applies the USP <1079> formula (activation energy 83.144 kJ/mol) and tells you whether the MKT stayed within the ≤ 25 °C MKT for a controlled-room-temperature warehouse requirement, alongside the plain average and the excursion dose for contrast.

How to use Warehouse MKT Calculator (GDP)

  1. 1Enter each temperature your product saw together with the hours it was held there (from a logger download or excursion record).
  2. 2The calculator returns the mean kinetic temperature, the plain average for contrast, and the excursion dose above the limit.
  3. 3Compare the MKT against the storage limit — a pass means the time-weighted thermal stress stayed in spec even if individual readings spiked.

Why use Warehouse MKT Calculator (GDP)?

  • Calculate the mean kinetic temperature (USP <1079>) for a GDP-regulated medicines warehouse from a temperature/time series and check it against the 25 °C limit — computed instantly with the standard formula
  • 100% free and unlimited, with no sign-up, login or paywall
  • Runs entirely in your browser — readings and asset data never leave your device
  • Niche-specific defaults and thresholds for mean kinetic temperature, traceable to the cited standards

Frequently asked questions

What MKT limit applies to a GDP-regulated medicines warehouse?+

Good Distribution Practice (GDP) requires medicines warehouses to be temperature-mapped and monitored; CRT areas must demonstrate a ≤ 25 °C MKT at the worst-case location. The authoritative limit is whatever your product's labelled storage condition and stability data specify — read it off the marketing authorisation, the manufacturer's storage statement or the governing pharmacopoeia, and enter your real temperature history against it.

What does GDP require for warehouse temperature control?+

Good Distribution Practice requires that medicines storage areas be temperature-mapped (to find worst-case hot and cold spots across representative conditions), continuously monitored at those points, and demonstrably held within the products' storage conditions. For CRT areas that means showing a ≤ 25 °C MKT at the warmest location, with excursions managed and documented. The responsible person reviews the monitoring and MKT data, and inspectors expect the mapping report, the live monitoring, alarm records, and excursion assessments. Feed your worst-case location's data here to produce the MKT figure that underpins that evidence.

Why use MKT instead of the simple average temperature?+

Because degradation is not linear with temperature — it accelerates roughly exponentially (Arrhenius). A simple average treats an hour at 30 °C the same as an hour at 20 °C either side of 25 °C, but the product is harmed far more by the hot hour. MKT weights each reading by exp(−ΔH/RT), so it reflects the true cumulative chemical stress. It is always ≥ the arithmetic mean, and it is the figure regulators expect for storage and distribution compliance.

Do I need every reading, or can I summarise?+

Use a representative series with durations — typically the logger's interval readings, or summarised blocks of 'X hours at Y °C' if you only have an excursion summary. The more granular the data, the more accurate the MKT, but the result is dominated by the warm excursions, so capturing those accurately matters most. Don't average data before entering it — that defeats the point; enter the temperatures and let the calculator do the kinetic weighting.

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