Household monitoring enables granular tracking of clean cooking adoption through digital twins, IoT integration, and AI-powered verification. Since emission reductions are directly linked to household fuel consumption, usage rates, and installed stove numbers, the monitoring system ensures reliable and accurate measurement of these critical factors.

​
Key Features

System-Level View

Track complete household energy transitions and fuel consumption patterns

Real-Time Insights

Monitor actual usage rates and stove utilization continuously

Automated Verification

AI-powered validation of consumption and usage data

Installation Tracking

Accurate records of deployed devices and their status

​
Digital Twin Setup

{
  "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
  }
}

​
Data Collection

​
IoT Integration

​
Impact Verification

​
claim
object
required
Impact claim from measurements
​
evidence
array
required
Supporting IoT data and proofs
​
verification
object
required
Oracle validation results

​
Causal Analysis

{
  "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

# 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

# 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

​
400
error
Invalid household data
​
404
error
Household not found
​
409
error
Conflicting device data

​
Best Practices

Implement comprehensive monitoring to capture the full complexity of cooking behavior and energy transitions.

​
Data Quality

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

​
Next Steps

Device Guide

Set up IoT monitoring

Oracle Guide

Configure impact verification

Analytics Guide

Access household insights

Registry API

Integration server

Stove Use Monitoring

Implement continuous stove usage tracking

Qualitative Surveys

Conduct structured household surveys

Kitchen Performance Tests

Measure real-world fuel consumption

Household Reporting

Generate comprehensive reports