TabletHardnessFriabilityQualityChecker
Tablet Hardness & Friability
Tablet Hardness & Friability Quality Checker — Control of Tablet Hardness and Friability
ℹ️ Utility assesses mechanical strength of tablets according to USP <1216> (Hardness) and USP <1217> (Friability):
• Average Hardness: ≥50 N (Newtons) — ensures integrity during handling
• Friability: Mass loss ≤1.0% after 100 rotations in drum
• Integrity: No broken or cracked tablets after friability test
• Control of minimum hardness to prevent capping/chipping
⚠️ CRITICAL: Friability >1.0% is grounds for batch rejection!
Low hardness leads to dusting, chipping, and coating issues.
Usage:
TabletHardnessFriabilityQualityChecker.exe → demo mode (console output)
TabletHardnessFriabilityQualityChecker.exe input.csv output.json → evaluate your data
Input format:
BatchNumber,ProductName,AvgHardnessN,MinHardnessN,MaxHardnessN,FriabilityPercent,BrokenTabletsCount,AvgWeightBeforeG,AvgWeightAfterG
Example:
TAB-HF-2026-001,Paracetamol 500mg,120.0,105.0,135.0,0.45,0,0.650,0.647
— WHY IS THIS NEEDED?
Mechanical strength is critical for tablet survival during manufacturing (coating), packaging, transport, and patient use.
Too soft tablets crumble, too hard ones may have dissolution issues (checked separately).
Friability test simulates abrasive stress during transport.
⚠️ CRITICAL:
• Friability ≤1.0% — standard limit for most uncoated and coated tablets.
• For effervescent or chewable tablets, limits may be higher (e.g., up to 3.0%) but require justification.
• Broken/Cracked tablets after test are unacceptable, even if mass loss is within limits.
• Hardness must be sufficient to withstand subsequent steps (e.g., pan coating).
Key features:
• Comprehensive assessment of hardness and friability
• Check for physical defects (chips, cracks)
• Mass loss calculation based on input weight data
• Generation of reports for QC departments and LIMS LabWare
• Compliance with USP and GMP requirements
Critical parameters:
• Average Hardness: ≥ 50 N (may vary by tablet size)
• Friability: ≤ 1.0%
• Broken Tablets: 0
• Minimum Hardness: ≥ 40 N (to prevent capping)
💡 Usage tips:
1. Sampling: For friability test, usually enough tablets are taken to weigh about 6.5 g total (or 10-20 pieces).
2. Cleaning: Tablets must be gently cleaned of dust with a soft brush before weighing.
3. Conditions: Test is performed under controlled humidity, as moisture affects the strength of some binders.
4. Interpretation: If friability is close to the limit (0.9-1.0%), it is recommended to increase sample size or repeat test.
5. Correlation: High hardness does not always guarantee low friability (depends on material brittleness).
⚠️ Note: Hardness is measured in Newtons (N) or kiloponds (kp/kp). 1 kp ≈ 9.8 N. Utility uses Newtons as the standard SI unit.input.csv
BatchNumber,ProductName,AvgHardnessN,MinHardnessN,MaxHardnessN,FriabilityPercent,BrokenTabletsCount,AvgWeightBeforeG,AvgWeightAfterG TAB-HF-2026-001,Paracetamol 500mg Tablets,120.0,105.0,135.0,0.45,0,0.650,0.647 TAB-HF-2026-002,Ibuprofen 400mg Film-Coated,85.0,70.0,95.0,0.80,0,0.450,0.446 TAB-HF-2026-003,Vitamin C Chewable,60.0,45.0,75.0,1.20,1,1.200,1.185
URS & FS — Tablet Hardness & Friability
This document describes the user requirements and functional specification for TabletHardnessFriabilityQualityChecker. The utility is intended for QC laboratory use as a rule-based check of data prepared from an instrument, LIMS, ELN, MES or an approved input.csv.
URS — User Requirements Specification
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept input.csv with approved columns: BatchNumber, ProductName, AvgHardnessN, MinHardnessN, MaxHardnessN, FriabilityPercent, BrokenTabletsCount, AvgWeightBeforeG, AvgWeightAfterG. | High | The CSV file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for “Tablet Hardness & Friability” without machine learning. | High | The same input data produce the same JSON result. |
| URS-003 | The utility shall validate mandatory fields, numeric formats, flags, ranges and domain plausibility. | High | Schema and conversion errors are explicitly reported. |
| URS-004 | The utility shall generate output.json with PASS / WARNING / FAIL statuses, source values, warnings and failures. | High | The JSON result is suitable for review, deviation investigation and integration. |
| URS-005 | The documentation shall support IQ/OQ/PQ or CSV/CSA verification. | Medium | URS/FS, CSV/JSON contract and test scenarios are supplied with the utility. |
input.csv contract
| # | Field | Sample | Purpose |
|---|---|---|---|
| 1 | BatchNumber | TAB-HF-2026-001 | Input parameter for deterministic QC evaluation. |
| 2 | ProductName | Paracetamol 500mg Tablets | Input parameter for deterministic QC evaluation. |
| 3 | AvgHardnessN | 120.0 | Input parameter for deterministic QC evaluation. |
| 4 | MinHardnessN | 105.0 | Input parameter for deterministic QC evaluation. |
| 5 | MaxHardnessN | 135.0 | Input parameter for deterministic QC evaluation. |
| 6 | FriabilityPercent | 0.45 | Input parameter for deterministic QC evaluation. |
| 7 | BrokenTabletsCount | 0 | Input parameter for deterministic QC evaluation. |
| 8 | AvgWeightBeforeG | 0.650 | Input parameter for deterministic QC evaluation. |
| 9 | AvgWeightAfterG | 0.647 | Input parameter for deterministic QC evaluation. |
FS — Functional Specification
| ID | Function | Implementation |
|---|---|---|
| FS-001 | CSV import | Read input.csv; validate header, column count and encoding. |
| FS-002 | Schema validation | Check required fields and permitted input values. |
| FS-003 | Rule engine | Apply domain rules, limits and system suitability/specification checks described in the source utility description. |
| FS-004 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-005 | JSON export | Write machine-readable output.json for LIMS/ELN/MES and QA/QC review. |
OQ/PQ scenarios
- OQ-001: a valid sample row shall be processed without schema error.
- OQ-002: a missing mandatory column shall produce a schema error.
- OQ-003: a non-numeric value in a numeric field shall produce a conversion error.
- OQ-004: a critical parameter outside the limit shall produce
FAILor a critical finding. - PQ-001: user real batches shall be checked with retention of
input.csv,output.json, utility version and checksum.
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