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 Household Model
Create Household
{ "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
Usage monitoring
Fuel consumption
Temperature sensors
Power measurements
Local validation
Offline buffering
Secure transmission
Anomaly detection
Impact Verification Impact claim from measurements
Supporting IoT data and proofs
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 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 
