XeRecoveryAndRecyclingEfficiencyAnalyzer

Xe Recovery & Recycling Efficiency Analyzer

medical_devices Hyperpolarized Xenon RPH Xe-129 medical gases CSV→JSON URS & FS rule-based

Utility description: Xe Recovery & Recycling Efficiency Analyzer

Xe Recovery & Recycling Efficiency Analyzer — Xe Recovery and Recycling Efficiency Analyzer

ℹ️  Utility evaluates economics and quality of gas return process:
    • Volume and mass collection efficiency
    • Gas purity after cleaning
    • Financial savings per session

⚠️  CRITICAL: Loss of enriched xenon is direct financial loss!
    Efficient recycling reduces study cost by multiples.

Usage:
  XeRecoveryAndRecyclingEfficiencyAnalyzer.exe                            → demo mode (console output)
  XeRecoveryAndRecyclingEfficiencyAnalyzer.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,ProductName,Admin_Vol_L,Recovered_Raw_L,Recycled_Pure_L,Init_Purity_Percent,Rec_Purity_Percent,Cost_Per_L,Min_Eff_Percent,Min_Pur_Percent

Example:
  REC-EFF-2026-001,HP-Xe-129,1.0,0.95,0.90,90,89.5,2000,85,90

— WHY IS THIS NEEDED?
Recycling is critical for economic sustainability of HP-MRI centers:
• Enriched Xe-129 costs thousands of dollars per liter
• Patient exhales >90% of administered gas
• Recovery systems collect, clean from CO2/moisture and return gas to cycle
• Utility helps assess system efficiency and money savings
• Purity control after cleaning guarantees gas suitability for re-polarization

⚠️  CRITICAL:
• Volume collection efficiency ≥85%
• Mass efficiency (accounting for purity) ≥85%
• Purity after recycling ≥90% (for reuse possibility)
• Minimization of financial losses per session

Key features:
• Real mass efficiency calculation (not just volume)
• Financial benefit assessment from recycling
• Cleaning quality control (impurity removal)
• Leak and inefficient cleaning stage detection

Critical parameters:
• Volume Recovery: ≥85%
• Mass Recovery: ≥85%
• Recycled Purity: ≥90%
• Loss Cost: < $50/session

💡 Usage tips:
1. Regularly replace cleaning filters (CO2, H2O) to maintain purity
2. Check tightness of all recovery circuit connections
3. Use data to calculate ROI of recovery equipment
4. Compare efficiency of different compressor modes
5. Maintain cumulative savings log for budget justification

⚠️ Note: Unlike standard waste, here "trash" is gold. The utility turns technical gas collection parameters into clear financial metrics, showing real value of every liter of recovered xenon.

input.csv

BatchNumber,ProductName,Admin_Vol_L,Recovered_Raw_L,Recycled_Pure_L,Init_Purity_Percent,Rec_Purity_Percent,Cost_Per_L,Min_Eff_Percent,Min_Pur_Percent
REC-EFF-2026-001,HP-Xe-129 (90%),1.0,0.95,0.90,90,89.5,2000,85,90
REC-EFF-2026-002,HP-Xe-129 (Leak),1.0,0.60,0.55,90,88.0,2000,85,90
REC-EFF-2026-003,HP-Xe-129 (Bad Filter),1.0,0.92,0.85,90,85.0,2000,85,90

URS & FS — user requirements and functional specification

URS & FS — User Requirements and Functional Specification

This document defines the controlled interface and behaviour of XeRecoveryAndRecyclingEfficiencyAnalyzer for “Xe Recovery & Recycling Efficiency Analyzer”. Limits from the source description are an initial configuration and shall be reconciled with the approved specification, study protocol, equipment instructions and local SOPs before production use.

Domain constraints and critical parameters

Volume Recovery: ≥85%
Mass Recovery: ≥85%
Recycled Purity: ≥90%
Loss Cost: < $50/session

URS — User Requirements Specification

ID	Requirement	Criticality	Acceptance criterion
URS-001	The utility shall accept `input.csv` with the exact headers defined by the data contract.	High	The file is processed without manual header renaming.
URS-002	The utility shall perform a deterministic assessment for “Xe Recovery & Recycling Efficiency Analyzer”.	High	PASS / WARNING / FAIL is produced for each row.
URS-003	Required fields, types, ranges, units and data consistency shall be validated before domain rules.	High	Schema errors are separated from nonconformities.
URS-004	Critical limits from the description and approved local configuration shall create a critical finding.	High	A critical rule violation results in FAIL.
URS-005	The result shall be written to machine-readable `output.json`.	High	JSON contains source values, checks, warnings and failures.
URS-006	The conformity decision shall not use machine learning.	Medium	The result is reproducible from explicit rules and inputs.
URS-007	Traceability of batch, source file, rule version and final status shall be retained.	High	QA/QC can reproduce the decision.
URS-008	The utility shall have exactly one primary portal tag: `medical_devices`.	Medium	The other api / instrumental / medical_devices tags are absent.
URS-009	Documentation shall support IQ/OQ/PQ or equivalent CSA/CSV verification.	Medium	The contract, test scenarios and change-control rules are supplied with the utility.

input.csv data contract

#	Field	Type	Unit	Sample	Purpose
1	`BatchNumber`	string	as specified	`REC-EFF-2026-001`	Batch/lot identifier for traceability.
2	`ProductName`	string	as specified	`HP-Xe-129 (90%)`	Name of the controlled product, gas, procedure or equipment.
3	`Admin_Vol_L`	decimal	L	`1.0`	Controlled input.csv field: Admin Vol L.
4	`Recovered_Raw_L`	decimal	L	`0.95`	Controlled input.csv field: Recovered Raw L.
5	`Recycled_Pure_L`	decimal	L	`0.90`	Controlled input.csv field: Recycled Pure L.
6	`Init_Purity_Percent`	decimal	%	`90`	Purity parameter for the controlled gas or isotope material.
7	`Rec_Purity_Percent`	decimal	%	`89.5`	Purity parameter for the controlled gas or isotope material.
8	`Cost_Per_L`	decimal	L	`2000`	Economic parameter for gas cost or loss.
9	`Min_Eff_Percent`	decimal	%	`85`	Controlled input.csv field: Min Eff Percent.
10	`Min_Pur_Percent`	decimal	%	`90`	Controlled input.csv field: Min Pur Percent.

BatchNumber,ProductName,Admin_Vol_L,Recovered_Raw_L,Recycled_Pure_L,Init_Purity_Percent,Rec_Purity_Percent,Cost_Per_L,Min_Eff_Percent,Min_Pur_Percent
REC-EFF-2026-001,HP-Xe-129 (90%),1.0,0.95,0.90,90,89.5,2000,85,90
REC-EFF-2026-002,HP-Xe-129 (Leak),1.0,0.60,0.55,90,88.0,2000,85,90
REC-EFF-2026-003,HP-Xe-129 (Bad Filter),1.0,0.92,0.85,90,85.0,2000,85,90

FS — Functional Specification

ID	Function	Implementation
FS-001	CLI execution	`XeRecoveryAndRecyclingEfficiencyAnalyzer.exe` supports demo mode and `input.csv output.json` mode.
FS-002	CSV import	Read UTF-8 CSV and validate header, column count and order.
FS-003	Schema validation	Validate required values, empties, types and basic plausibility.
FS-004	Domain rule engine	Apply explicit rules for “Xe Recovery & Recycling Efficiency Analyzer” and locally approved limits.
FS-005	Status aggregation	FAIL for a critical finding; WARNING for a non-critical deviation; PASS for conformity.
FS-006	JSON export	Write source values, applied rules, statuses, warnings, failures and configuration version.
FS-007	Audit support	Retain a result structure suitable for review, investigation, IQ/OQ and change control.
FS-008	Integration contract	LIMS/ELN/MES or an instrument wrapper creates CSV; the utility returns JSON.

output.json example

{
  "utilityId": "xe-recovery-and-recycling-efficiency-analyzer",
  "primaryTag": "medical_devices",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "checks": [
    {
      "parameter": "BatchNumber",
      "value": "REC-EFF-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "ProductName",
      "value": "HP-Xe-129 (90%)",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Admin_Vol_L",
      "value": "1.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Recovered_Raw_L",
      "value": "0.95",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Recycled_Pure_L",
      "value": "0.90",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Init_Purity_Percent",
      "value": "90",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Rec_Purity_Percent",
      "value": "89.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    },
    {
      "parameter": "Cost_Per_L",
      "value": "2000",
      "status": "PASS|WARNING|FAIL",
      "message": "Rule-based check result"
    }
  ],
  "warnings": [],
  "criticalFindings": []
}

OQ/PQ test scenarios

ID	Scenario	Expected result
OQ-001	Valid example row	PASS or an allowed WARNING under local rules.
OQ-002	Required column missing	Schema error; domain checks do not mask it.
OQ-003	Non-numeric value in numeric field	Type-conversion error.
OQ-004	Critical parameter outside its limit	FAIL and a critical finding.
OQ-005	Boundary value	The result follows the configured ≤ / ≥ / < / > operator.
PQ-001	Real site data	Agreed QA/QC review retaining CSV, JSON, version and checksum.

QA/QC and change control

Do not change column names without updating the validator, documentation and test set.
Retain input.csv, output.json, executable version, rule version and checksums.
Before production use, verify local limits and execute IQ/OQ/PQ or equivalent CSA.
Changes affecting patient safety, dosimetry, gas composition, polarization or equipment require documented impact assessment.

Included in packages

Rph Hyperpolarized Xenon Lifecycle QC Suite

29 utilities for the hyperpolarized xenon lifecycle: isotope composition and gas purity, SEOP and polarization, T1/storage/transport, safe blending and delivery, MRI/SPECT QC, dosimetry, scavenging, recovery and recycling.

Open

RPH isotope family: xenon and gas tracers

Xe-127, Xe-129 and Xe-133 for ventilation, hyperpolarized imaging, gas QC and safety.

Open

RPH organ/system: pulmonary and ventilation

Lung perfusion, MAA, V/Q, aerosol, xenon ventilation, shunt and pulmonary dosimetry.

Open

RPH use case: xenon, ventilation and medical gases

Xe-129, Xe-133, Xe-127, hyperpolarization, SEOP, T1, mixing, scavenging, transport, recovery and ventilation imaging.

Open

RPH workflow: product release QC

Assay, purity, sterility, endotoxins, pH, impurities, appearance and batch-release checks.

Open

RPH workflow: stability, storage, decay and waste

Kinetic stability, shelf life, decay correction, expiry, storage, trend and radioactive waste.

Open