Fluorat_B_Complex_Vitamins
Fluorat B-Complex Vitamins
Lumex QC URS & FS input.csv output.json rule-based LIMS-ready Fluorat
Open selectionUtility description: Fluorat B-Complex Vitamins
Fluorat B-Complex Vitamins — Analysis of B-Group Vitamins by Fluorometry ℹ️ Utility checks critical parameters of water-soluble vitamin content: • Vitamin B2 (Riboflavin): 90–110% of Label Claim • Vitamin B6 (Pyridoxine): 90–110% of Label Claim • Vitamin B1 (Thiamine): 90–110% of Label Claim • Background Fluorescence: <10.0 a.u. (purity control) ⚠️ CRITICAL: High background fluorescence → contamination of samples or glassware! Light instability of vitamins requires strict control of analysis conditions. Usage: Fluorat_B_Complex_Vitamins.exe → demo mode (console output) Fluorat_B_Complex_Vitamins.exe input.csv output.json → evaluate your data Input format: BatchNumber,VitaminB2_mg_L,VitaminB6_mg_L,VitaminB1_mg_L,BackgroundIntensity Example: FLUOR-B-2026-001,5.2,4.8,5.1,2.5 — WHY IS THIS NEEDED? B-group vitamins are key components of multivitamin preparations and supplements. • Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization. • Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1). • Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy. • Background control is necessary to exclude interference from impurities in solvents or cuvette materials. ⚠️ CRITICAL: • B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light. • Solution pH strongly affects fluorescence intensity. Buffering is required. • Fluorescence quenching may occur in the presence of heavy metals or oxygen. • Calibration must be performed using fresh standard solutions. Key features: • High-sensitivity determination of riboflavin and other B vitamins. • Analysis quality control via background fluorescence parameter. • Support for Lumex Fluorat fluorometer data. Critical parameters: • Vitamin B2: 90-110% LC • Vitamin B6: 90-110% LC • Vitamin B1: 90-110% LC • Background: <10.0 a.u. 💡 Usage tips: 1. Use high-quality quartz cuvettes, thoroughly cleaned from organic contaminants. 2. For B1 and B6 determination, strictly follow the derivatization procedure if provided. 3. Degas solutions to remove oxygen if it causes fluorescence quenching. 4. Check signal stability over time (photodegradation in the cuvette). 5. Store standard and working solutions in dark glassware at low temperature. ⚠️ Note: Riboflavin fluorescence depends on temperature and solution viscosity. Thermostating the cuvette compartment improves result reproducibility.
input.csv
BatchNumber,B2_mg_L,B6_mg_L,B1_mg_L,Background_Intensity FLUOR-B-2026-001,5.2,4.8,5.1,2.5 FLUOR-B-2026-002,5.0,5.0,5.0,3.0 FLUOR-FAIL-2026-003,4.0,6.5,4.2,15.0
Utility description
Fluorat B-Complex Vitamins — Analysis of B-Group Vitamins by Fluorometry ℹ️ Utility checks critical parameters of water-soluble vitamin content: • Vitamin B2 (Riboflavin): 90–110% of Label Claim • Vitamin B6 (Pyridoxine): 90–110% of Label Claim • Vitamin B1 (Thiamine): 90–110% of Label Claim • Background Fluorescence: <10.0 a.u. (purity control) ⚠️ CRITICAL: High background fluorescence → contamination of samples or glassware! Light instability of vitamins requires strict control of analysis conditions. Usage: Fluorat_B_Complex_Vitamins.exe → demo mode (console output) Fluorat_B_Complex_Vitamins.exe input.csv output.json → evaluate your data Input format: BatchNumber,VitaminB2_mg_L,VitaminB6_mg_L,VitaminB1_mg_L,BackgroundIntensity Example: FLUOR-B-2026-001,5.2,4.8,5.1,2.5 — WHY IS THIS NEEDED? B-group vitamins are key components of multivitamin preparations and supplements. • Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization. • Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1). • Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy. • Background control is necessary to exclude interference from impurities in solvents or cuvette materials. ⚠️ CRITICAL: • B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light. • Solution pH strongly affects fluorescence intensity. Buffering is required. • Fluorescence quenching may occur in the presence of heavy metals or oxygen. • Calibration must be performed using fresh standard solutions. Key features: • High-sensitivity determination of riboflavin and other B vitamins. • Analysis quality control via background fluorescence parameter. • Support for Lumex Fluorat fluorometer data. Critical parameters: • Vitamin B2: 90-110% LC • Vitamin B6: 90-110% LC • Vitamin B1: 90-110% LC • Background: <10.0 a.u. 💡 Usage tips: 1. Use high-quality quartz cuvettes, thoroughly cleaned from organic contaminants. 2. For B1 and B6 determination, strictly follow the derivatization procedure if provided. 3. Degas solutions to remove oxygen if it causes fluorescence quenching. 4. Check signal stability over time (photodegradation in the cuvette). 5. Store standard and working solutions in dark glassware at low temperature. ⚠️ Note: Riboflavin fluorescence depends on temperature and solution viscosity. Thermostating the cuvette compartment improves result reproducibility.
URS & FS — User Requirements and Functional Specification
This document describes the controlled interface, user requirements and functional behaviour of Fluorat_B_Complex_Vitamins. The utility is intended for automated verification of laboratory, pharmacopoeial, analytical or manufacturing QC parameters using input.csv and producing a structured output.json result.
Domain limits and critical parameters
Before production use, all limits must be verified against the approved specification, registration dossier, pharmacopoeial monograph, validated method and local SOPs.
- • Vitamin B2 (Riboflavin): 90–110% of Label Claim
- • Vitamin B6 (Pyridoxine): 90–110% of Label Claim
- • Vitamin B1 (Thiamine): 90–110% of Label Claim
- • Background Fluorescence: <10.0 a.u. (purity control)
- • Riboflavin (B2) has pronounced native fluorescence, allowing high-sensitivity determination without derivatization.
- • Thiamine (B1) and pyridoxine (B6) can also be determined fluorometrically, often after chemical conversion to fluorescent derivatives (e.g., thiochrome for B1).
- • Fluorometric analysis on Lumex instruments (Fluorat series) provides lower detection limits compared to UV spectroscopy.
- • Background control is necessary to exclude interference from impurities in solvents or cuvette materials.
- • B-group vitamins are light-sensitive (especially B2 and B6). All operations must be performed in dim light or under red light.
- • Solution pH strongly affects fluorescence intensity. Buffering is required.
- • Fluorescence quenching may occur in the presence of heavy metals or oxygen.
- • Calibration must be performed using fresh standard solutions.
- • High-sensitivity determination of riboflavin and other B vitamins.
- • Analysis quality control via background fluorescence parameter.
- • Support for Lumex Fluorat fluorometer data.
- • Vitamin B2: 90-110% LC
URS — User Requirements Specification
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept an input.csv file with exact headers defined in the data contract. | High | The file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for Fluorat B-Complex Vitamins using input values, approved limits and domain rules. | High | Each row receives a PASS / WARNING / FAIL status. |
| URS-003 | The utility shall validate mandatory fields, data types, numeric ranges, units and domain plausibility. | High | Schema, format and conversion errors are explicitly reported. |
| URS-004 | The utility shall identify critical deviations for parameters stated in the method description and specification. | High | A critical deviation causes FAIL or a dedicated critical finding. |
| URS-005 | The utility shall generate output.json with machine-readable results, source values, warnings and failures. | High | JSON is suitable for LIMS/ELN/MES integration, QA/QC review and archival. |
| URS-006 | The result shall not depend on machine learning or undocumented heuristics. | Medium | All decisions are based on explicit rules, thresholds and input values. |
| URS-007 | The system shall preserve traceability between batch/sample, input data, applied rules and final status. | High | The output contains the batch/sample identifier and checked parameters. |
| URS-008 | The documentation shall support IQ/OQ/PQ preparation and inspection discussion. | Medium | URS, FS, CSV/JSON contract and test scenarios are supplied with the utility. |
| URS-009 | The utility shall support batch processing of multiple input.csv rows. | Medium | Each row is evaluated independently; errors in one row do not mask errors in others. |
| URS-010 | The utility shall support a simple operating model: demo mode and execution with input/output files. | Medium | The CLI scenario is reproducible in test and production environments. |
input.csv contract
| # | Field | Type | Sample | Purpose |
|---|---|---|---|---|
| 1 | BatchNumber | string | FLUOR-B-2026-001 | Batch or lot identifier used for traceability, review and deviation investigation. |
| 2 | B2_mg_L | string / decimal | 5.2 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 3 | B6_mg_L | string / decimal | 4.8 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 4 | B1_mg_L | string / decimal | 5.1 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
| 5 | Background_Intensity | decimal | 2.5 | Controlled input parameter used by deterministic QC rules and traceable result generation. |
BatchNumber,B2_mg_L,B6_mg_L,B1_mg_L,Background_Intensity FLUOR-B-2026-001,5.2,4.8,5.1,2.5 FLUOR-B-2026-002,5.0,5.0,5.0,3.0 FLUOR-FAIL-2026-003,4.0,6.5,4.2,15.0
FS — Functional Specification
| ID | Function | Implementation |
|---|---|---|
| FS-001 | CSV import | Read input.csv in UTF-8/CSV-compatible format and validate the header and expected columns. |
| FS-002 | Schema validation | Check mandatory fields, column count, critical missing values and row structure. |
| FS-003 | Type conversion | Convert numeric, flag and text values; invalid formats are recorded as row-level errors. |
| FS-004 | Domain rule engine | Apply domain rules for Fluorat B-Complex Vitamins, including limits from the utility description and approved specification. |
| FS-005 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-006 | JSON export | Write output.json with detailed checks, source values, warnings, failures and critical findings. |
| FS-007 | Audit support | Keep the result structure suitable for review, deviation investigation, calculation reproduction and IQ/OQ/PQ preparation. |
| FS-008 | Integration contract | Support the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, and the portal displays description and documentation. |
| FS-009 | Error handling | Report errors unambiguously and do not substitute missing values with calculated values unless the rule is explicitly defined. |
| FS-010 | Version control support | Document the utility version, input contract, executable checksum and rule application date. |
Example output.json
{
"utilityId": "fluorat-b-complex-vitamins",
"utilityName": "Fluorat_B_Complex_Vitamins",
"overallStatus": "PASS|WARNING|FAIL",
"sourceFile": "input.csv",
"checks": [
{
"parameter": "BatchNumber",
"value": "FLUOR-B-2026-001",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "B2_mg_L",
"value": "5.2",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "B6_mg_L",
"value": "4.8",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "B1_mg_L",
"value": "5.1",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Background_Intensity",
"value": "2.5",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
}
],
"criticalFindings": [],
"warnings": [],
"generatedFor": "QA/QC review and LIMS integration"
}
Traceability matrix
| URS | FS | OQ/PQ coverage |
|---|---|---|
| URS-001, URS-003 | FS-001, FS-002, FS-003 | OQ-001/OQ-002/OQ-003 |
| URS-002, URS-004 | FS-004, FS-005 | OQ-004/PQ-001 |
| URS-005, URS-007 | FS-006, FS-007 | OQ-005/PQ-002 |
| URS-008, URS-010 | FS-008, FS-010 | IQ-001/OQ-006 |
OQ/PQ test scenarios
| ID | Scenario | Expected result |
|---|---|---|
| OQ-001 | Valid sample row | PASS or acceptable WARNING according to the rules. |
| OQ-002 | Mandatory column missing | Schema error or FAIL. |
| OQ-003 | Non-numeric value in numeric field | Type-conversion error. |
| OQ-004 | Critical parameter outside limit | FAIL and critical finding. |
| OQ-005 | Multiple rows with different statuses | Independent row-level evaluation. |
| PQ-001 | User real batch/sample | Reviewed result with retained input/output files. |
QA/QC and change control
- Do not rename columns without updating the validator, documentation and test set.
- Retain
input.csv,output.json, executable version, documentation and checksum. - Before production use, perform IQ/OQ/PQ or equivalent CSV/CSA verification.
- Critical limits must be verified against the approved specification, local SOPs and registration dossier.
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