๐Ÿ“Š Examples & Test Data

Real-World
Validation Examples

Download CSV data, specifications, and expected results across multiple industries. Test ProofKit with real temperature validation scenarios.

๐Ÿ”’ Live Verified on August 09, 2025 at 10:00 UTC
๐Ÿ“Š Test Datasets
Datasets
13
Industries
5
๐Ÿ“Š 100% REAL DATA

โœ… Successful Validation Examples (PASS)

These examples demonstrate successful temperature processes that meet all specification requirements

๐ŸŽจ

Standard 180ยฐC Powder Cure

PASS Powder

Premium automotive wheel coating with clean temperature ramp and adequate hold time. Demonstrates ideal cure profile with dual PMT sensors.

Target: 180ยฐC for 10 minutes
Sensors: Dual PMT (min_of_set)
Logic: Continuous hold required
Verified: 10:00 UTC
๐Ÿฅ

Steam Sterilization Cycle

PASS Autoclave

Medical device sterilization at 121ยฐC with proper come-up time and steam penetration. F0 value calculation demonstrates sterility assurance.

Target: 121ยฐC for 15 minutes
F0 Value: 18.2 minutes
Application: Medical devices
Verified: 10:00 UTC
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Concrete Curing Monitoring

PASS Concrete

Structural concrete curing with proper temperature management per ASTM C31. Demonstrates controlled heat of hydration for strength development.

Standard: ASTM C31
Duration: 72 hours
Max Temp: 65ยฐC
Verified: 10:00 UTC
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Cold Chain Storage

PASS Coldchain

Pharmaceutical cold storage maintaining proper temperature range throughout storage period. Demonstrates continuous monitoring and compliance.

Range: 2ยฐC to 8ยฐC
Duration: 72 hours
Standard: USP 797
Verified: 10:00 UTC
๐Ÿฝ๏ธ

HACCP Cooling Process

PASS Haccp

Restaurant cooling process following FDA Food Code requirements. Demonstrates proper cooling from 135ยฐF to 41ยฐF within time limits.

Pattern: 135ยฐF โ†’ 70ยฐF โ†’ 41ยฐF
Time Limit: 2hr + 4hr
Standard: FDA Food Code
Verified: 10:00 UTC
๐Ÿงช

Steam Sterile Processing

PASS Sterile

Clean steam sterilization cycle with proper time/temperature parameters. Demonstrates sterility assurance per ISO 17665 requirements.

Temperature: 121ยฐC
Hold Time: 15 minutes
Standard: ISO 17665
Verified: 10:00 UTC

โš ๏ธ Indeterminate Validation Examples

These examples show cases where validation cannot be completed due to missing required sensor data

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Missing Pressure Sensor

INDETERMINATE Autoclave

Autoclave sterilization cycle with temperature data only. Cannot validate sterility without required pressure measurements for steam qualification.

Issue: Pressure data required but missing
Available: Temperature sensors only
Required: Temperature + pressure + F0
Verified: 10:00 UTC

โŒ Failed Validation Examples (FAIL)

These examples show common failure modes and quality issues across different processes

๐ŸŽจ

Insufficient Hold Time

FAIL Powder

Industrial bracket coating where temperature reaches target but cools down too quickly. Demonstrates failure due to inadequate time at cure temperature.

Issue: Only ~4 minutes at temperature
Cause: Rapid cooling after reaching target
Required: 10 minutes minimum
Verified: 10:00 UTC
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Incomplete Steam Penetration

FAIL Autoclave

Sterilization cycle fails due to inadequate steam penetration. Temperature sensors show uneven heating, compromising sterility assurance.

Issue: Uneven temperature distribution
F0 Value: 6.2 minutes (insufficient)
Minimum: 8.0 minutes required
Verified: 10:00 UTC
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Temperature Runaway

FAIL Concrete

Concrete pour with excessive heat of hydration due to high cement content. Temperature exceeds safe limits, risking thermal cracking.

Peak Temp: 78ยฐC (exceeded limit)
Limit: 65ยฐC maximum
Risk: Thermal cracking
Verified: 10:00 UTC
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Temperature Excursion

FAIL Coldchain

Cold storage failure due to equipment malfunction. Temperature rises above safe limits, compromising product integrity.

Peak Temp: 15ยฐC (exceeded limit)
Safe Range: 2ยฐC to 8ยฐC
Duration: 45 minutes above limit
Verified: 10:00 UTC
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Slow Cooling Violation

FAIL Haccp

Food cooling process fails to meet FDA timing requirements. Temperature stays in danger zone too long, risking bacterial growth.

Issue: Slow cooling to 70ยฐF
Time Exceeded: 3.5 hours (limit: 2hr)
Risk: Pathogen growth
Verified: 10:00 UTC
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Inadequate Sterilization

FAIL Sterile

Sterile processing cycle with insufficient temperature exposure. Fails to achieve required sterility assurance level.

Issue: Temperature dips below target
Achieved: 118ยฐC average
Required: 121ยฐC minimum
Verified: 10:00 UTC

How to Use These Examples

Get started with ProofKit using our comprehensive test datasets

1

Download Example Data

Choose a CSV temperature data file and its corresponding JSON specification from the examples above.

2

Upload to ProofKit

Use the main ProofKit interface to upload your chosen files. The system will process them automatically.

3

Compare Results

Review the generated proof PDF and compare with the expected PASS/FAIL result from the example.

4

Verify Evidence

Download the evidence bundle and test the cryptographic verification process.