# kicad-circuit-analysis
**Professional Circuit Quality Assurance and FMEA Analysis for KiCAD**
A comprehensive Python library for quality assurance and failure mode analysis of KiCAD circuit designs. Provides AI-powered FMEA analysis, design rule verification, and comprehensive circuit validation for professional electronics development.
## 🚀 Key Features
- **🧠 AI-Powered FMEA**: Comprehensive failure mode and effects analysis with AI insights
- **📊 Circuit Analysis**: Deep analysis of schematic and PCB designs
- **✅ Quality Assurance**: Professional QA workflows and validation
- **🤖 AI Integration**: Native MCP server for AI-assisted analysis
- **📈 Risk Assessment**: Quantitative risk scoring and mitigation strategies
- **📋 Professional Reports**: Detailed analysis reports for engineering review
- **🔧 KiCAD Integration**: Seamless integration with KiCAD schematic and PCB files
## 🆚 vs. Existing Solutions
| Feature | kicad-circuit-analysis | Basic ERC | Manual FMEA |
|---------|----------------------|-----------|-------------|
| **AI-Powered Analysis** | ✅ Advanced ML models | ❌ None | ❌ Manual only |
| **FMEA Integration** | ✅ Automated + Expert | ❌ None | ⚠️ Manual |
| **Risk Quantification** | ✅ Probability scoring | ❌ None | ⚠️ Subjective |
| **Component Intelligence** | ✅ Library + AI | ❌ Basic | ❌ None |
| **Professional Reports** | ✅ Publication ready | ❌ Basic | ⚠️ Templates |
| **KiCAD Integration** | ✅ Native file parsing | ✅ Built-in | ❌ External |
## 📦 Installation
```bash
# Install from PyPI (coming soon)
pip install kicad-circuit-analysis
# Or install from source
git clone https://github.com/circuit-synth/kicad-circuit-analysis.git
cd kicad-circuit-analysis
pip install -e .
```
## 🎯 Quick Start
### FMEA Analysis
```python
import kicad_circuit_analysis as kca
# Load circuit files
analyzer = kca.FMEAAnalyzer()
analyzer.load_schematic('power_supply.kicad_sch')
analyzer.load_pcb('power_supply.kicad_pcb')
# Run comprehensive FMEA
report = analyzer.run_comprehensive_fmea(
ai_enhanced=True,
risk_assessment=True,
mitigation_strategies=True
)
# Generate professional report
report.export_pdf('fmea_analysis.pdf')
report.export_excel('fmea_data.xlsx')
```
### Circuit Quality Assessment
```python
# Quality assurance workflow
qa = kca.QualityAssurance()
qa.load_project('my_project.kicad_pro')
# Comprehensive analysis
results = qa.analyze_design(
checks=['electrical', 'thermal', 'mechanical', 'manufacturing'],
ai_insights=True
)
# Risk scoring
risk_score = qa.calculate_risk_score(results)
print(f"Overall design risk: {risk_score}/100")
```
### AI-Powered Component Analysis
```python
# Component-level analysis
component_analyzer = kca.ComponentAnalyzer()
failures = component_analyzer.analyze_component('U1', component_type='STM32F4')
# AI failure prediction
predictions = component_analyzer.predict_failure_modes(
component='U1',
environment={'temp_max': 85, 'humidity': 90},
use_ai=True
)
```
## 🏗️ Architecture
```
kicad-circuit-analysis/
├── python/ # Core Python library
│ ├── kicad_circuit_analysis/
│ │ ├── core/ # Core analysis engine
│ │ ├── fmea/ # FMEA analysis modules
│ │ ├── analysis/ # Circuit analysis algorithms
│ │ ├── mcp/ # MCP server interface
│ │ └── utils/ # Utilities and helpers
│ └── tests/ # Comprehensive test suite
├── mcp-server/ # TypeScript MCP server
└── examples/ # Usage examples
```
## 🧠 AI-Enhanced Analysis
The library includes advanced AI capabilities:
- **Failure Mode Prediction**: ML models trained on component failure databases
- **Risk Quantification**: Probabilistic risk assessment with uncertainty analysis
- **Design Optimization**: AI-suggested improvements for reliability
- **Expert System**: Knowledge base of best practices and failure patterns
## 🤝 Contributing
We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
## 📄 License
MIT License - see [LICENSE](LICENSE) for details.
---
**Built with ❤️ by the Circuit-Synth team**
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"description": "# kicad-circuit-analysis\n\n**Professional Circuit Quality Assurance and FMEA Analysis for KiCAD**\n\nA comprehensive Python library for quality assurance and failure mode analysis of KiCAD circuit designs. Provides AI-powered FMEA analysis, design rule verification, and comprehensive circuit validation for professional electronics development.\n\n## \ud83d\ude80 Key Features\n\n- **\ud83e\udde0 AI-Powered FMEA**: Comprehensive failure mode and effects analysis with AI insights\n- **\ud83d\udcca Circuit Analysis**: Deep analysis of schematic and PCB designs\n- **\u2705 Quality Assurance**: Professional QA workflows and validation\n- **\ud83e\udd16 AI Integration**: Native MCP server for AI-assisted analysis\n- **\ud83d\udcc8 Risk Assessment**: Quantitative risk scoring and mitigation strategies\n- **\ud83d\udccb Professional Reports**: Detailed analysis reports for engineering review\n- **\ud83d\udd27 KiCAD Integration**: Seamless integration with KiCAD schematic and PCB files\n\n## \ud83c\udd9a vs. Existing Solutions\n\n| Feature | kicad-circuit-analysis | Basic ERC | Manual FMEA |\n|---------|----------------------|-----------|-------------|\n| **AI-Powered Analysis** | \u2705 Advanced ML models | \u274c None | \u274c Manual only |\n| **FMEA Integration** | \u2705 Automated + Expert | \u274c None | \u26a0\ufe0f Manual |\n| **Risk Quantification** | \u2705 Probability scoring | \u274c None | \u26a0\ufe0f Subjective |\n| **Component Intelligence** | \u2705 Library + AI | \u274c Basic | \u274c None |\n| **Professional Reports** | \u2705 Publication ready | \u274c Basic | \u26a0\ufe0f Templates |\n| **KiCAD Integration** | \u2705 Native file parsing | \u2705 Built-in | \u274c External |\n\n## \ud83d\udce6 Installation\n\n```bash\n# Install from PyPI (coming soon)\npip install kicad-circuit-analysis\n\n# Or install from source\ngit clone https://github.com/circuit-synth/kicad-circuit-analysis.git\ncd kicad-circuit-analysis\npip install -e .\n```\n\n## \ud83c\udfaf Quick Start\n\n### FMEA Analysis\n\n```python\nimport kicad_circuit_analysis as kca\n\n# Load circuit files\nanalyzer = kca.FMEAAnalyzer()\nanalyzer.load_schematic('power_supply.kicad_sch')\nanalyzer.load_pcb('power_supply.kicad_pcb')\n\n# Run comprehensive FMEA\nreport = analyzer.run_comprehensive_fmea(\n ai_enhanced=True,\n risk_assessment=True,\n mitigation_strategies=True\n)\n\n# Generate professional report\nreport.export_pdf('fmea_analysis.pdf')\nreport.export_excel('fmea_data.xlsx')\n```\n\n### Circuit Quality Assessment\n\n```python\n# Quality assurance workflow\nqa = kca.QualityAssurance()\nqa.load_project('my_project.kicad_pro')\n\n# Comprehensive analysis\nresults = qa.analyze_design(\n checks=['electrical', 'thermal', 'mechanical', 'manufacturing'],\n ai_insights=True\n)\n\n# Risk scoring\nrisk_score = qa.calculate_risk_score(results)\nprint(f\"Overall design risk: {risk_score}/100\")\n```\n\n### AI-Powered Component Analysis\n\n```python\n# Component-level analysis\ncomponent_analyzer = kca.ComponentAnalyzer()\nfailures = component_analyzer.analyze_component('U1', component_type='STM32F4')\n\n# AI failure prediction\npredictions = component_analyzer.predict_failure_modes(\n component='U1',\n environment={'temp_max': 85, 'humidity': 90},\n use_ai=True\n)\n```\n\n## \ud83c\udfd7\ufe0f Architecture\n\n```\nkicad-circuit-analysis/\n\u251c\u2500\u2500 python/ # Core Python library \n\u2502 \u251c\u2500\u2500 kicad_circuit_analysis/\n\u2502 \u2502 \u251c\u2500\u2500 core/ # Core analysis engine\n\u2502 \u2502 \u251c\u2500\u2500 fmea/ # FMEA analysis modules\n\u2502 \u2502 \u251c\u2500\u2500 analysis/ # Circuit analysis algorithms\n\u2502 \u2502 \u251c\u2500\u2500 mcp/ # MCP server interface\n\u2502 \u2502 \u2514\u2500\u2500 utils/ # Utilities and helpers\n\u2502 \u2514\u2500\u2500 tests/ # Comprehensive test suite\n\u251c\u2500\u2500 mcp-server/ # TypeScript MCP server\n\u2514\u2500\u2500 examples/ # Usage examples\n```\n\n## \ud83e\udde0 AI-Enhanced Analysis\n\nThe library includes advanced AI capabilities:\n\n- **Failure Mode Prediction**: ML models trained on component failure databases\n- **Risk Quantification**: Probabilistic risk assessment with uncertainty analysis\n- **Design Optimization**: AI-suggested improvements for reliability\n- **Expert System**: Knowledge base of best practices and failure patterns\n\n## \ud83e\udd1d Contributing\n\nWe welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.\n\n## \ud83d\udcc4 License\n\nMIT License - see [LICENSE](LICENSE) for details.\n\n---\n\n**Built with \u2764\ufe0f by the Circuit-Synth team**",
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