Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

DeepSolar++: Understanding residential solar adoption trajectories with computer vision and technology diffusion models

Journal Article · · Joule
Not provided.
Research Organization:
Stanford Univ., CA (United States); Stanford University, CA (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE Office of Energy Efficiency and Renewable Energy (EERE); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Solar Energy Technologies Office
Grant/Contract Number:
EE0009359
OSTI ID:
2418790
Alternate ID(s):
OSTI ID: 2426705
Journal Information:
Joule, Journal Name: Joule Journal Issue: 11 Vol. 6; ISSN 2542-4351
Publisher:
Elsevier - Cell PressCopyright Statement
Country of Publication:
United States
Language:
English

References (25)

Determinants of spatio-temporal patterns of energy technology adoption: An agent-based modeling approach journal August 2015
Influence of local environmental, social, economic and political variables on the spatial distribution of residential solar PV arrays across the United States journal August 2012
Distributed solar and environmental justice: Exploring the demographic and socio-economic trends of residential PV adoption in California journal November 2019
Household dynamics of technology adoption: A spatial econometric analysis of residential solar photovoltaic (PV) systems in Germany journal January 2017
Accelerating demand for residential solar photovoltaics: Can simple framing strategies increase consumer interest? journal November 2018
Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany journal July 2016
DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States journal December 2018
Solar photovoltaics is ready to power a sustainable future journal May 2021
Spatially-explicit models should consider real-world diffusion of renewable electricity: Solar PV example in Switzerland journal January 2020
Early adopters and their motives: Differences between earlier and later adopters of residential solar photovoltaics journal November 2020
Forecasting residential solar photovoltaic deployment in California journal April 2017
The underestimated potential of solar energy to mitigate climate change journal August 2017
Households with solar installations are ideologically diverse and more politically active than their neighbours journal November 2019
The impact of policies and business models on income equity in rooftop solar adoption journal November 2020
Inequitable access to distributed energy resources due to grid infrastructure limits in California journal September 2021
Disparities in rooftop photovoltaics deployment in the United States by race and ethnicity journal January 2019
A model for commercial adoption of photovoltaic systems in California journal March 2017
Modeling photovoltaic diffusion: an analysis of geospatial datasets journal July 2014
Was it worthwhile? Where have the benefits of rooftop solar photovoltaic generation exceeded the cost? journal September 2017
Spatial patterns of solar photovoltaic system adoption: The influence of neighbors and the built environment journal October 2014
Terawatt-scale photovoltaics: Trajectories and challenges journal April 2017
Peer Effects in the Diffusion of Solar Photovoltaic Panels journal November 2012
Visibility and Peer Influence in Durable Good Adoption journal May 2022
Comments on “A New Product Growth for Model Consumer Durables The Bass Model” journal December 2004
A New Product Growth for Model Consumer Durables journal January 1969