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Mean Kinetic Temperature (MKT) Calculator

Evaluate thermal stress on pharmaceuticals during storage and transport. Calculate MKT per USP <1079> and ICH Q1A guidelines instantly.

USP <1079> Compliant CSV Upload Visual Charts Excursion Detection

Temperature Readings

Enter temperature readings (°C) from your data logger. Assumes equal time intervals between readings.

Mean Kinetic Temperature

--°C
Waiting for data
Cold Chain (2-8°C)

Readings

0

Excursions

0

Min Temp

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Max Temp

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Mean

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Median

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Standard Deviation

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What is MKT?

Mean Kinetic Temperature is a single calculated temperature that represents the cumulative thermal stress experienced by a product over varying temperatures during storage or transit. It is always higher than the arithmetic mean because it gives greater weight to higher temperatures.

Read our detailed MKT guide

How to Calculate Mean Kinetic Temperature

1

Enter Temperature Data

Type your temperature readings into the text area, or upload a CSV file from your data logger. Readings should be taken at equal time intervals.

2

Select Storage Conditions

Choose the appropriate storage condition preset (Cold Chain 2-8°C, Room Temperature 15-25°C, or Tropical 25-30°C) or set a custom range.

3

Review Results & Export

Get your MKT value, statistical analysis, excursion report, and temperature chart. Export the results as a CSV file or print as a PDF report.

The MKT Formula Explained

The mean kinetic temperature (MKT) formula, also called the Haynes equation, converts a series of recorded temperatures into a single value that reflects the cumulative thermal stress on a product. This is the MKT formula our calculator applies:

MKT = (ΔH / R) / {-ln[ (1/n) × Σ e(-ΔH / (R × Ti)) ]}
ΔH Activation energy (default 83.144 kJ/mol per USP <1079>)
R Universal gas constant (8.314 J/(mol·K))
Ti Each individual temperature reading in Kelvin
n Total number of temperature readings

Why MKT matters: Unlike a simple arithmetic mean, MKT gives greater weight to higher temperatures because degradation reactions follow the Arrhenius equation. A product stored at fluctuating temperatures between 2°C and 15°C will have an MKT closer to 15°C than to the arithmetic mean of 8.5°C. This makes MKT a more conservative and realistic measure of thermal exposure for pharmaceuticals.

Worked example: For three readings of 5°C, 8°C and 14°C (278.15 K, 281.15 K, 287.15 K) with the default activation energy of 83.144 kJ/mol, the MKT formula returns roughly 9.2°C, slightly above the 9.0°C arithmetic mean. The gap widens as the temperature spread grows, which is exactly why the MKT formula is used instead of a plain average.

Mean kinetic temperature profile (MKTP): A single MKT value answers "how hot, on average, did this product run?" A mean kinetic temperature profile (MKTP) goes further by tracking MKT across rolling windows, locations or shipment legs, so you can see where and when thermal stress built up. Run this calculator on each segment of your data, for example each warehouse zone or each transport leg, to build an MKTP and pinpoint the weakest link in your cold chain.

Mean Kinetic Temperature Profile (MKTP)

A mean kinetic temperature profile (MKTP) is the time-temperature record itself, the full series of readings logged over a storage period or a shipment. It captures how the temperature moved minute by minute, including every dip and spike, across the whole monitored period. Think of the MKTP as the raw thermal history that a data logger produces before any single summary figure is calculated.

A single MKT value is the weighted-average temperature computed from that profile using the Arrhenius relationship. The MKTP is the input; the MKT is the one number that comes out of it. Because the calculation gives extra weight to the warmer readings in the profile, the resulting MKT is always equal to or higher than the plain arithmetic mean of the same MKTP. To go further, calculate MKT separately for each segment of your profile, for example each warehouse zone or each transport leg, and compare the values to see where thermal stress built up.

Frequently Asked Questions

About Mean Kinetic Temperature and this MKT calculator

Need Help With Cold Chain Compliance?

Our team can help you establish temperature monitoring SOPs, validate your cold chain processes, and ensure regulatory compliance with PPB and WHO-GDP guidelines.

Manufacturer outside Kenya? We act as your Local Technical Representative so your products can be registered with the PPB. We also prepare CTD/eCTD dossiers and run pharmacovigilance and QPPV for registered products.

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