Nanocatalyst performance analyzer

Nanocatalyst Performance Analyzer

Purpose

The Nanocatalyst Performance Analyzer skill provides comprehensive evaluation of nanomaterial catalyst performance, enabling systematic assessment of activity, selectivity, and stability for catalytic applications.

Capabilities

• Turnover frequency (TOF) calculation
• Selectivity analysis
• Activation energy determination
• Stability and recyclability testing
• Surface area normalization (BET)
• Reaction mechanism investigation

Usage Guidelines

Catalyst Evaluation

1. Activity Assessment

   • Measure conversion vs time
   • Calculate TOF
   • Normalize to surface area

2. Selectivity Analysis

   • Identify products
   • Calculate selectivities
   • Map reaction pathways

3. Stability Testing

   • Run recyclability tests
   • Monitor deactivation
   • Characterize spent catalyst

Process Integration

• Nanocatalyst Development and Performance Optimization

Input Schema

{
  "catalyst_id": "string",
  "reaction": "string",
  "reactants": [{"name": "string", "concentration": "number"}],
  "temperature": "number (C)",
  "pressure": "number (atm)",
  "catalyst_mass": "number (mg)"
}

Output Schema

{
  "activity": {
    "conversion": "number (%)",
    "tof": "number (1/s)",
    "specific_activity": "number (mol/g/s)"
  },
  "selectivity": [{
    "product": "string",
    "selectivity": "number (%)"
  }],
  "kinetics": {
    "activation_energy": "number (kJ/mol)",
    "rate_law": "string"
  },
  "stability": {
    "cycles_tested": "number",
    "activity_retention": "number (%)"
  }
}