An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration

Weiqi Hua; Daniel Mullen; Abdul Wahid; Khadija Sitabkhan; Karl Mason

doi:10.1007/978-3-031-50485-3_17

An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration

Weiqi Hua
, Daniel Mullen
, Abdul Wahid
, Khadija Sitabkhan
, Karl Mason

University of Birmingham
University of Edinburgh
University of Galway

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

4 Citations (Scopus)

Abstract

Electric vehicles are growing in market penetration annually. They are expected to play a significant role in decarbonising road transport point source emissions and supporting the global transition to Net Zero. Integrating these electric vehicles into the existing electricity networks, supply chain and refueling infrastructure presents difficulties. However, appropriately deployed artificial intelligence solutions can address many of these challenges. This paper investigates the issues facing the integration of electric vehicles into society as well as providing an introduction into artificial intelligence. This paper then provides a comprehensive overview of the applications of artificial intelligence to electric vehicle integration. Limitations of the current research in this area are outlined, and promising future research directions are discussed.

Original language	English
Title of host publication	Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings
Editors	Sławomir Nowaczyk, Przemysław Biecek, Neo Christopher Chung, Mauro Vallati, Paweł Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomáš Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	178-186
Number of pages	9
ISBN (Print)	9783031504846
DOIs	https://doi.org/10.1007/978-3-031-50485-3_17
Publication status	Published - 2024
Event	International Workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023 - Kraków, Poland Duration: 30 Sep 2023 → 4 Oct 2023

Publication series

Name	Communications in Computer and Information Science
Volume	1948 CCIS
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	International Workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023
Country/Territory	Poland
City	Kraków
Period	30/09/23 → 4/10/23

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Artificial Intelligence
Electric Vehicles
Renewable Energy Integration
Smart Grid
Sustainability

Access to Document

10.1007/978-3-031-50485-3_17

Cite this

Hua, W., Mullen, D., Wahid, A., Sitabkhan, K., & Mason, K. (2024). An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. In S. Nowaczyk, P. Biecek, N. C. Chung, M. Vallati, P. Skruch, J. Jaworek-Korjakowska, S. Parkinson, A. Nikitas, M. Atzmüller, T. Kliegr, U. Schmid, S. Bobek, N. Lavrac, M. Peeters, R. van Dierendonck, S. Robben, E. Mercier-Laurent, G. Kayakutlu, M. L. Owoc, K. Mason, A. Wahid, P. Bruno, F. Calimeri, F. Cauteruccio, G. Terracina, D. Wolter, J. L. Leidner, M. Kohlhase, ... V. Dimitrova (Eds.), Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings (pp. 178-186). (Communications in Computer and Information Science; Vol. 1948 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-50485-3_17

Hua, Weiqi ; Mullen, Daniel ; Wahid, Abdul et al. / An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings. editor / Sławomir Nowaczyk ; Przemysław Biecek ; Neo Christopher Chung ; Mauro Vallati ; Paweł Skruch ; Joanna Jaworek-Korjakowska ; Simon Parkinson ; Alexandros Nikitas ; Martin Atzmüller ; Tomáš Kliegr ; Ute Schmid ; Szymon Bobek ; Nada Lavrac ; Marieke Peeters ; Roland van Dierendonck ; Saskia Robben ; Eunika Mercier-Laurent ; Gülgün Kayakutlu ; Mieczyslaw Lech Owoc ; Karl Mason ; Abdul Wahid ; Pierangela Bruno ; Francesco Calimeri ; Francesco Cauteruccio ; Giorgio Terracina ; Diedrich Wolter ; Jochen L. Leidner ; Michael Kohlhase ; Vania Dimitrova. Springer Science and Business Media Deutschland GmbH, 2024. pp. 178-186 (Communications in Computer and Information Science).

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title = "An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration",

abstract = "Electric vehicles are growing in market penetration annually. They are expected to play a significant role in decarbonising road transport point source emissions and supporting the global transition to Net Zero. Integrating these electric vehicles into the existing electricity networks, supply chain and refueling infrastructure presents difficulties. However, appropriately deployed artificial intelligence solutions can address many of these challenges. This paper investigates the issues facing the integration of electric vehicles into society as well as providing an introduction into artificial intelligence. This paper then provides a comprehensive overview of the applications of artificial intelligence to electric vehicle integration. Limitations of the current research in this area are outlined, and promising future research directions are discussed.",

keywords = "Artificial Intelligence, Electric Vehicles, Renewable Energy Integration, Smart Grid, Sustainability",

author = "Weiqi Hua and Daniel Mullen and Abdul Wahid and Khadija Sitabkhan and Karl Mason",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; International Workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023 ; Conference date: 30-09-2023 Through 04-10-2023",

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booktitle = "Artificial Intelligence. ECAI 2023 International Workshops - XAI\textasciicircum{}3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings",

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Hua, W, Mullen, D, Wahid, A, Sitabkhan, K & Mason, K 2024, An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. in S Nowaczyk, P Biecek, NC Chung, M Vallati, P Skruch, J Jaworek-Korjakowska, S Parkinson, A Nikitas, M Atzmüller, T Kliegr, U Schmid, S Bobek, N Lavrac, M Peeters, R van Dierendonck, S Robben, E Mercier-Laurent, G Kayakutlu, ML Owoc, K Mason, A Wahid, P Bruno, F Calimeri, F Cauteruccio, G Terracina, D Wolter, JL Leidner, M Kohlhase & V Dimitrova (eds), Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings. Communications in Computer and Information Science, vol. 1948 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 178-186, International Workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, Kraków, Poland, 30/09/23. https://doi.org/10.1007/978-3-031-50485-3_17

An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. / Hua, Weiqi; Mullen, Daniel; Wahid, Abdul et al.
Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings. ed. / Sławomir Nowaczyk; Przemysław Biecek; Neo Christopher Chung; Mauro Vallati; Paweł Skruch; Joanna Jaworek-Korjakowska; Simon Parkinson; Alexandros Nikitas; Martin Atzmüller; Tomáš Kliegr; Ute Schmid; Szymon Bobek; Nada Lavrac; Marieke Peeters; Roland van Dierendonck; Saskia Robben; Eunika Mercier-Laurent; Gülgün Kayakutlu; Mieczyslaw Lech Owoc; Karl Mason; Abdul Wahid; Pierangela Bruno; Francesco Calimeri; Francesco Cauteruccio; Giorgio Terracina; Diedrich Wolter; Jochen L. Leidner; Michael Kohlhase; Vania Dimitrova. Springer Science and Business Media Deutschland GmbH, 2024. p. 178-186 (Communications in Computer and Information Science; Vol. 1948 CCIS).

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

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T1 - An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration

AU - Hua, Weiqi

AU - Mullen, Daniel

AU - Wahid, Abdul

AU - Sitabkhan, Khadija

AU - Mason, Karl

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

PY - 2024

Y1 - 2024

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AB - Electric vehicles are growing in market penetration annually. They are expected to play a significant role in decarbonising road transport point source emissions and supporting the global transition to Net Zero. Integrating these electric vehicles into the existing electricity networks, supply chain and refueling infrastructure presents difficulties. However, appropriately deployed artificial intelligence solutions can address many of these challenges. This paper investigates the issues facing the integration of electric vehicles into society as well as providing an introduction into artificial intelligence. This paper then provides a comprehensive overview of the applications of artificial intelligence to electric vehicle integration. Limitations of the current research in this area are outlined, and promising future research directions are discussed.

KW - Artificial Intelligence

KW - Electric Vehicles

KW - Renewable Energy Integration

KW - Smart Grid

KW - Sustainability

UR - https://www.scopus.com/pages/publications/85184300529

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DO - 10.1007/978-3-031-50485-3_17

M3 - Conference Publication

AN - SCOPUS:85184300529

SN - 9783031504846

T3 - Communications in Computer and Information Science

SP - 178

EP - 186

BT - Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings

A2 - Nowaczyk, Sławomir

A2 - Biecek, Przemysław

A2 - Chung, Neo Christopher

A2 - Vallati, Mauro

A2 - Skruch, Paweł

A2 - Jaworek-Korjakowska, Joanna

A2 - Parkinson, Simon

A2 - Nikitas, Alexandros

A2 - Atzmüller, Martin

A2 - Kliegr, Tomáš

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A2 - Bobek, Szymon

A2 - Lavrac, Nada

A2 - Peeters, Marieke

A2 - van Dierendonck, Roland

A2 - Robben, Saskia

A2 - Mercier-Laurent, Eunika

A2 - Kayakutlu, Gülgün

A2 - Owoc, Mieczyslaw Lech

A2 - Mason, Karl

A2 - Wahid, Abdul

A2 - Bruno, Pierangela

A2 - Calimeri, Francesco

A2 - Cauteruccio, Francesco

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Hua W, Mullen D, Wahid A, Sitabkhan K, Mason K. An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. In Nowaczyk S, Biecek P, Chung NC, Vallati M, Skruch P, Jaworek-Korjakowska J, Parkinson S, Nikitas A, Atzmüller M, Kliegr T, Schmid U, Bobek S, Lavrac N, Peeters M, van Dierendonck R, Robben S, Mercier-Laurent E, Kayakutlu G, Owoc ML, Mason K, Wahid A, Bruno P, Calimeri F, Cauteruccio F, Terracina G, Wolter D, Leidner JL, Kohlhase M, Dimitrova V, editors, Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 178-186. (Communications in Computer and Information Science). doi: 10.1007/978-3-031-50485-3_17