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Main Authors: Clemente, Maurizio, van Sundert, Luuk, Salazar, Mauro, Hofman, Theo
Format: Preprint
Published: 2024
Subjects:
Online Access:https://arxiv.org/abs/2410.09330
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author Clemente, Maurizio
van Sundert, Luuk
Salazar, Mauro
Hofman, Theo
author_facet Clemente, Maurizio
van Sundert, Luuk
Salazar, Mauro
Hofman, Theo
contents This paper presents a framework to estimate the environmental impact of solar electric vehicles, accounting for the emissions caused by photovoltaic system production as well as vehicle use. We leverage a cradle-to-gate life cycle assessment to estimate the greenhouse gas emissions of the vehicle-integrated photovoltaic system, from the raw material extraction to the final panel assembly, including the effect of the electricity mix both at the factory location and in the country of use. %the vehicle's life cycle, considering both Furthermore, we modify an existing optimization framework for battery electric vehicles to optimally design a solar electric vehicle and estimate its energy consumption. We showcase our framework by analyzing a case study where the mono-crystalline silicon extraction and refinement processes occur in China, while the final assembly of the panel is in The Netherlands, generating 118 kg of CO2 equivalents per square meter of solar panel. The results suggest that it is generally beneficial to operate solar electric vehicles in countries with a high irradiation index. However, when the local electricity mix already displays a low carbon intensity, the additional emissions introduced by the panel are unnecessary, requiring a longer vehicle lifetime to reach an advantageous emission balance.
format Preprint
id arxiv_https___arxiv_org_abs_2410_09330
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A Framework to Estimate Life Cycle Emissions for Vehicle-Integrated Photovoltaic Systems
Clemente, Maurizio
van Sundert, Luuk
Salazar, Mauro
Hofman, Theo
Systems and Control
00B25
J.2
This paper presents a framework to estimate the environmental impact of solar electric vehicles, accounting for the emissions caused by photovoltaic system production as well as vehicle use. We leverage a cradle-to-gate life cycle assessment to estimate the greenhouse gas emissions of the vehicle-integrated photovoltaic system, from the raw material extraction to the final panel assembly, including the effect of the electricity mix both at the factory location and in the country of use. %the vehicle's life cycle, considering both Furthermore, we modify an existing optimization framework for battery electric vehicles to optimally design a solar electric vehicle and estimate its energy consumption. We showcase our framework by analyzing a case study where the mono-crystalline silicon extraction and refinement processes occur in China, while the final assembly of the panel is in The Netherlands, generating 118 kg of CO2 equivalents per square meter of solar panel. The results suggest that it is generally beneficial to operate solar electric vehicles in countries with a high irradiation index. However, when the local electricity mix already displays a low carbon intensity, the additional emissions introduced by the panel are unnecessary, requiring a longer vehicle lifetime to reach an advantageous emission balance.
title A Framework to Estimate Life Cycle Emissions for Vehicle-Integrated Photovoltaic Systems
topic Systems and Control
00B25
J.2
url https://arxiv.org/abs/2410.09330