Urban form and household electricity consumption: A multilevel study
•Neighborhood-level urban form measures significantly improve model fit for household electricity consumption models.•Seasonality and dwelling type condition the effect of neighborhood densities on household electricity consumption.•Neighborhood density has a positive association with household elec...
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| Published in | Energy and buildings Vol. 158; pp. 181 - 193 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.01.2018
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| Subjects | |
| Online Access | Get full text |
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| Abstract | •Neighborhood-level urban form measures significantly improve model fit for household electricity consumption models.•Seasonality and dwelling type condition the effect of neighborhood densities on household electricity consumption.•Neighborhood density has a positive association with household electricity consumption for tower and slab apartments during summer months.•Neighborhood density has a negative association with household electricity consumption for single-family houses during summer months.
While urban form affects building energy consumption, the pathways, direction and magnitude of the effect are disputed in the literature. This paper uses a unique dataset to examine the effect of urban form on residential electricity consumption in Ningbo, China. Using survey and utility bill data of 534 households in 46 neighborhoods in the city, we model the electricity use of households using a multi-level regression model. We find that neighborhood street configuration and tree shade are important in controlling residential electricity consumption and, consequently, greenhouse gas emissions. Our results suggest that seasonality and dwelling type condition the effect of neighborhood densities on electricity consumption. Neighborhood density is associated with household electricity consumption in summer months, while there is no such association in winter months. As neighborhood density increases, households in slab and tower apartments in dense urban neighborhoods consume more electricity in summer months, which can be partly explained by exacerbated heat island effect. Interestingly, the neighborhood density is negatively associated with summer electricity consumption for single-family houses, suggesting that the effect of neighborhood density is different for different types of dwelling units. |
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| AbstractList | •Neighborhood-level urban form measures significantly improve model fit for household electricity consumption models.•Seasonality and dwelling type condition the effect of neighborhood densities on household electricity consumption.•Neighborhood density has a positive association with household electricity consumption for tower and slab apartments during summer months.•Neighborhood density has a negative association with household electricity consumption for single-family houses during summer months.
While urban form affects building energy consumption, the pathways, direction and magnitude of the effect are disputed in the literature. This paper uses a unique dataset to examine the effect of urban form on residential electricity consumption in Ningbo, China. Using survey and utility bill data of 534 households in 46 neighborhoods in the city, we model the electricity use of households using a multi-level regression model. We find that neighborhood street configuration and tree shade are important in controlling residential electricity consumption and, consequently, greenhouse gas emissions. Our results suggest that seasonality and dwelling type condition the effect of neighborhood densities on electricity consumption. Neighborhood density is associated with household electricity consumption in summer months, while there is no such association in winter months. As neighborhood density increases, households in slab and tower apartments in dense urban neighborhoods consume more electricity in summer months, which can be partly explained by exacerbated heat island effect. Interestingly, the neighborhood density is negatively associated with summer electricity consumption for single-family houses, suggesting that the effect of neighborhood density is different for different types of dwelling units. |
| Author | Li, Chaosu Kaza, Nikhil Song, Yan |
| Author_xml | – sequence: 1 givenname: Chaosu surname: Li fullname: Li, Chaosu email: chaosuli@live.unc.edu organization: Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA – sequence: 2 givenname: Yan surname: Song fullname: Song, Yan email: ys@email.unc.edu organization: Department of City Planning, Shenzhen University, Shenzhen, 518060, China – sequence: 3 givenname: Nikhil surname: Kaza fullname: Kaza, Nikhil email: nkaza@unc.edu organization: Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA |
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