Proceedings of the Conference on Technologies for Future Cities (CTFC 2025)

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Intelligent Vehicle Monitoring System

Authors
Ashwin Pillai1, *, Tanmay Salavkar1, Srushti Wategaonkar1, Harsh Rao1, Deepa Ekhande1
1Department of Computer Engineering, Pillai College Of Engineering (PCE), University of Mumbai, New Panvel, Navi Mumbai, India
*Corresponding author. Email: ashwina22comp@student.mes.ac.in
Corresponding Author
Ashwin Pillai
Available Online 20 April 2026.
DOI
10.2991/978-94-6239-650-0_8How to use a DOI?
Keywords
Internet of Things (IOT); Onboard Diagnostics (OBD); Machine Learning (ML); Fleet Management; Auto encoders; Predictive Maintenance; Vehicle Monitoring; CAN bus
Abstract

With the advent of Internet of Things (IoT) technologies and On-Board Diagnostics (OBD) systems in modern vehicles has enabled continuous real-time data collection from vehicular sensors paving new way for predictive maintenance. In this paper, we have summarized architectures of various recent research papers by assessing the way they get vehicular parameters-either using OBD-II data or external sensors, preprocessing techniques applied on those data and how they gained useful insights for the data. Apart from traditional architecture, this paper also proposes a newer architecture, to enhance data collection, onboard vehicle maintenance and secure transmission of data to the cloud.

Copyright
© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the Conference on Technologies for Future Cities (CTFC 2025)
Series
Atlantis Highlights in Sustainable Development
Publication Date
20 April 2026
ISBN
978-94-6239-650-0
ISSN
3005-155X
DOI
10.2991/978-94-6239-650-0_8How to use a DOI?
Copyright
© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Ashwin Pillai
AU  - Tanmay Salavkar
AU  - Srushti Wategaonkar
AU  - Harsh Rao
AU  - Deepa Ekhande
PY  - 2026
DA  - 2026/04/20
TI  - Intelligent Vehicle Monitoring System
BT  - Proceedings of the Conference on Technologies for Future Cities (CTFC 2025)
PB  - Atlantis Press
SP  - 107
EP  - 119
SN  - 3005-155X
UR  - https://doi.org/10.2991/978-94-6239-650-0_8
DO  - 10.2991/978-94-6239-650-0_8
ID  - Pillai2026
ER  -