Towards infrastructure energy labeling utilizing data from a connected fleet of electric vehicles

Asmus Skar; Eyal Levenberg; Natasja Ringsing Nielsen; Matteo Pattinari

doi:10.1016/j.trpro.2023.11.807

Towards infrastructure energy labeling utilizing data from a connected fleet of electric vehicles

Asmus Skar^*
, Eyal Levenberg
, Natasja Ringsing Nielsen
, Matteo Pattinari

^*Corresponding author for this work

Danish Road Directorate

Research output: Contribution to journal › Conference article › Research › peer-review

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Abstract

This work was motivated by mapping the energy consumption of road networks towards development of energy efficiency labeling – similar to what is done in consumer sectors. Specifically, the paper presents vehicle traction energy data from the LiRA project, focusing on the usability of it by looking at the effects of longitudinal slope, vehicle speed, and vehicle acceleration. Based on the results, it is shown that it is possible to extract traction energy from the LiRA database and also to normalize the measurements for slope and acceleration. The energy consumption remaining after normalization holds information associated with vehicle speed, wind conditions, vehicle-related inefficiencies, and lastly – the physical state/condition of the infrastructure. Isolation of the latter component will be the topic of further investigations aiming at developing a system for road energy labeling.

Original language	English
Journal	Transportation Research Procedia
Volume	72
Pages (from-to)	2676-2683
Number of pages	8
ISSN	2352-1465
DOIs	https://doi.org/10.1016/j.trpro.2023.11.807
Publication status	Published - 2023
Event	Transport Research Arena 2022 - Lisbon Congress Center, Lisbon, Portugal Duration: 14 Nov 2022 → 17 Nov 2022 https://traconference.eu/ https://traconference.eu

Conference

Conference	Transport Research Arena 2022
Location	Lisbon Congress Center
Country/Territory	Portugal
City	Lisbon
Period	14/11/2022 → 17/11/2022
Internet address	https://traconference.eu/ https://traconference.eu

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Energy consumption
Road pavements
Road condition monitoring
V2X
Intelligent asset management systems
IoT and Smart Infrastructures
Transports-Buildings energy synergy and flexibility

Access to Document

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FulltextFinal published version, 1.66 MBLicence: CC BY-NC-ND

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Cite this

@inproceedings{7e481c9fea68489c881854b2513eb0d6,

title = "Towards infrastructure energy labeling utilizing data from a connected fleet of electric vehicles",

abstract = "This work was motivated by mapping the energy consumption of road networks towards development of energy efficiency labeling – similar to what is done in consumer sectors. Specifically, the paper presents vehicle traction energy data from the LiRA project, focusing on the usability of it by looking at the effects of longitudinal slope, vehicle speed, and vehicle acceleration. Based on the results, it is shown that it is possible to extract traction energy from the LiRA database and also to normalize the measurements for slope and acceleration. The energy consumption remaining after normalization holds information associated with vehicle speed, wind conditions, vehicle-related inefficiencies, and lastly – the physical state/condition of the infrastructure. Isolation of the latter component will be the topic of further investigations aiming at developing a system for road energy labeling.",

keywords = "Energy consumption, Road pavements, Road condition monitoring, V2X, Intelligent asset management systems, IoT and Smart Infrastructures, Transports-Buildings energy synergy and flexibility",

author = "Asmus Skar and Eyal Levenberg and Nielsen, \{Natasja Ringsing\} and Matteo Pattinari",

year = "2023",

doi = "10.1016/j.trpro.2023.11.807",

language = "English",

volume = "72",

pages = "2676--2683",

journal = "Transportation Research Procedia",

issn = "2352-1465",

publisher = "Elsevier",

note = "Transport Research Arena 2022<br/>, TRA2022 ; Conference date: 14-11-2022 Through 17-11-2022",

url = "https://traconference.eu/, https://traconference.eu",

}

TY - GEN

T1 - Towards infrastructure energy labeling utilizing data from a connected fleet of electric vehicles

AU - Skar, Asmus

AU - Levenberg, Eyal

AU - Nielsen, Natasja Ringsing

AU - Pattinari, Matteo

PY - 2023

Y1 - 2023

N2 - This work was motivated by mapping the energy consumption of road networks towards development of energy efficiency labeling – similar to what is done in consumer sectors. Specifically, the paper presents vehicle traction energy data from the LiRA project, focusing on the usability of it by looking at the effects of longitudinal slope, vehicle speed, and vehicle acceleration. Based on the results, it is shown that it is possible to extract traction energy from the LiRA database and also to normalize the measurements for slope and acceleration. The energy consumption remaining after normalization holds information associated with vehicle speed, wind conditions, vehicle-related inefficiencies, and lastly – the physical state/condition of the infrastructure. Isolation of the latter component will be the topic of further investigations aiming at developing a system for road energy labeling.

AB - This work was motivated by mapping the energy consumption of road networks towards development of energy efficiency labeling – similar to what is done in consumer sectors. Specifically, the paper presents vehicle traction energy data from the LiRA project, focusing on the usability of it by looking at the effects of longitudinal slope, vehicle speed, and vehicle acceleration. Based on the results, it is shown that it is possible to extract traction energy from the LiRA database and also to normalize the measurements for slope and acceleration. The energy consumption remaining after normalization holds information associated with vehicle speed, wind conditions, vehicle-related inefficiencies, and lastly – the physical state/condition of the infrastructure. Isolation of the latter component will be the topic of further investigations aiming at developing a system for road energy labeling.

KW - Energy consumption

KW - Road pavements

KW - Road condition monitoring

KW - V2X

KW - Intelligent asset management systems

KW - IoT and Smart Infrastructures

KW - Transports-Buildings energy synergy and flexibility

U2 - 10.1016/j.trpro.2023.11.807

DO - 10.1016/j.trpro.2023.11.807

M3 - Conference article

SN - 2352-1465

VL - 72

SP - 2676

EP - 2683

JO - Transportation Research Procedia

JF - Transportation Research Procedia

T2 - Transport Research Arena 2022<br/>

Y2 - 14 November 2022 through 17 November 2022

ER -

Towards infrastructure energy labeling utilizing data from a connected fleet of electric vehicles

Abstract

Conference

UN SDGs

Keywords

Access to Document

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