> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ixo.world/llms.txt
> Use this file to discover all available pages before exploring further.

# Household Monitoring

> Implement household-level monitoring in the Emerging Household Energy solution.

This page documents **Emerging Household Energy** monitoring workflows for households, devices, and usage data. It is solution-scoped and builds on Emerging Platform identity, registry, and verification services.

## Key Features

<CardGroup>
  <Card title="System-Level View" icon="diagram-project">
    Track complete household energy transitions and fuel consumption patterns
  </Card>

  <Card title="Real-Time Insights" icon="chart-line">
    Monitor actual usage rates and stove utilization continuously
  </Card>

  <Card title="Automated Verification" icon="brain">
    AI-powered validation of consumption and usage data
  </Card>

  <Card title="Installation Tracking" icon="cube">
    Accurate records of deployed devices and their status
  </Card>
</CardGroup>

## Digital Twin Setup

<CodeGroup>
  ```json Household Model theme={"system"}
  {
    "did": "did:ixo:household/123",
    "type": "CleanCookingHousehold",
    "location": {
      "district": "XYZ",
      "density": "Medium"
    },
    "devices": [{
      "did": "did:ixo:device/456",
      "type": "ElectricPressureCooker",
      "status": "active"
    }],
    "baseline": {
      "fuelType": "Charcoal",
      "monthlyConsumption": 40
    }
  }
  ```

  ```python Create Household theme={"system"}
  from emerging import Household, Device

  household = Household.create(
      location={
          "district": "XYZ",
          "density": "Medium"
      },
      baseline={
          "fuel_type": "Charcoal", 
          "monthly_consumption": 40
      }
  )

  device = Device.get("did:ixo:device/456")
  household.add_device(device)
  ```
</CodeGroup>

## Data Collection

### IoT Integration

<AccordionGroup>
  <Accordion title="Device Telemetry">
    * Usage monitoring
    * Fuel consumption
    * Temperature sensors
    * Power measurements
  </Accordion>

  <Accordion title="Edge Processing">
    * Local validation
    * Offline buffering
    * Secure transmission
    * Anomaly detection
  </Accordion>
</AccordionGroup>

## Impact Verification

<ResponseField name="claim" type="object" required>
  Impact claim from measurements
</ResponseField>

<ResponseField name="evidence" type="array" required>
  Supporting IoT data and proofs
</ResponseField>

<ResponseField name="verification" type="object" required>
  Oracle validation results
</ResponseField>

### Causal Analysis

```json theme={"system"}
{
  "householdId": "did:ixo:household/123",
  "period": {
    "start": "2024-01-01",
    "end": "2024-01-31"
  },
  "analysis": {
    "baselineEmissions": 120,
    "actualEmissions": 45,
    "reductions": 75,
    "confidence": 0.95,
    "deviceContributions": [{
      "deviceId": "did:ixo:device/456",
      "reductionShare": 0.8,
      "evidence": {
        "usageHours": 120,
        "fuelSaved": 32
      }
    }]
  }
}
```

## API Integration

### Household Management

```bash theme={"system"}
# Create household
curl -X POST https://api.emerging.eco/v1/households \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "location": {
      "district": "XYZ",
      "density": "Medium"
    },
    "baseline": {
      "fuelType": "Charcoal",
      "monthlyConsumption": 40
    }
  }'
```

### Impact Analysis

```bash theme={"system"}
# Analyze household impact
curl -X POST https://api.emerging.eco/v1/analysis/household \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "householdId": "did:ixo:household/123",
    "periodStart": "2024-01-01",
    "periodEnd": "2024-01-31"
  }'
```

## Error Handling

<ResponseField name="400" type="error">
  Invalid household data
</ResponseField>

<ResponseField name="404" type="error">
  Household not found
</ResponseField>

<ResponseField name="409" type="error">
  Conflicting device data
</ResponseField>

## Best Practices

<Tip>
  Implement comprehensive monitoring to capture the full complexity of cooking behavior and energy transitions.
</Tip>

### Data Quality

* Validate device installations
* Monitor sensor health
* Cross-reference data sources
* Track behavioral patterns

## Next Steps

<CardGroup>
  <Card title="Device Guide" icon="microchip">
    Set up IoT monitoring
  </Card>

  <Card title="Oracle Guide" icon="brain">
    Configure impact verification
  </Card>

  <Card title="Analytics Guide" icon="chart-line">
    Access household insights
  </Card>

  <Card title="Registry API" icon="brackets-curly" href="/api-reference/registry-api">
    Integration server
  </Card>
</CardGroup>

## Related Guides

<CardGroup>
  <Card title="Stove Use Monitoring" icon="temperature-three-quarters" href="/platforms/Emerging/stove-use-monitoring">
    Implement continuous stove usage tracking
  </Card>

  <Card title="Qualitative Surveys" icon="clipboard-list-check" href="/platforms/Emerging/qualitative-surveys">
    Conduct structured household surveys
  </Card>

  <Card title="Kitchen Performance Tests" icon="flask" href="/platforms/Emerging/kpt">
    Measure real-world fuel consumption
  </Card>

  <Card title="Household Reporting" icon="file-chart-column" href="/platforms/Emerging/household-reporting">
    Generate comprehensive reports
  </Card>
</CardGroup>