Indoor air quality and energy

In polluted cities, keeping windows shut and running purifiers protects people indoors but costs energy. We measure these trade-offs through interviews, field monitoring and building simulation in Delhi-NCR.

Region
Delhi-NCR
Field studies
10 homes in Diwali and winter; 20 homes in an urban-poor settlement
Methods
Interviews, sensors, EnergyPlus simulation
Custom IoT sensor hub for indoor air quality

What people know and do

In-person interviews across Delhi-NCR, covering a range of socio-economic backgrounds, found that 88% of respondents knew about the Air Quality Index, but only 33% understood PM2.5 and its health risks. People aware of AQI were the ones who used air purifiers, while masks were used widely regardless of awareness. Among people without a purifier, 40% cited limited awareness of indoor air quality, or doubts about how well purifiers work. Younger, educated residents were more likely to consider moving to a less polluted city.

Bar chart comparing precautions taken by people aware and unaware of AQI
Precautions taken by households, by awareness of AQI

Windows, pollution and cooling energy

We built a pollution-aware ventilation schedule by combining hourly outdoor PM2.5 and PM10 data with EnergyPlus simulations of a typical Delhi-NCR apartment. Interviews showed that people often close windows based on perceived pollution, not measured levels, which increases reliance on mechanical cooling.

Purifiers or ventilation?

For a residential building in New Delhi, we compared pollution-aware natural ventilation with portable air cleaning plus temperature-based window use.

~47%Lower indoor particulates in a bedroom with a high-CADR purifier
~11%More cooling electricity with the purifier strategy
~8.2%More cooling energy with pollution-aware ventilation

The results put a number on the energy cost of common ways to reduce exposure, and highlight a wider tension between private household spending on protection and public action on pollution at the source.

In the field

We studied indoor air quality in 10 homes in the NCR during Diwali and winter, and continuously monitor 20 homes in an urban-poor settlement in Delhi-NCR using our custom sensor hubs.