Real Time Automobile – Caused Air Pollution Monitoring System

Year : 2025 | Volume : 16 | Issue : 01 | Page : 49 55
    By

    R Sireesha B Raj,

  • Moulya M,

  • Nithya N,

  • Basavaraj,

  1. Student, Department of Electrical & Electronics Engineering, Dayananda Sagar College of Engineering, Bengaluru, Karnataka, India.
  2. Student, Department of Electrical & Electronics Engineering, Dayananda Sagar College of Engineering, Bengaluru, Karnataka, India
  3. Student, Department of Electrical & Electronics Engineering, Dayananda Sagar College of Engineering, Bengaluru, Karnataka, India.
  4. Student, Department of Electrical & Electronics Engineering, Dayananda Sagar College of Engineering, Bengaluru, Karnataka, India.

Abstract

The system proposed in this paper aims to be a novel approach for real-time detection and quantification of vehicular emissions, integrated into smart city infrastructures. The structured workflow enhances accuracy and efficiency. The license plate is captured by OCR, while the ground clearance is simultaneously measured, allowing the thermal camera to dynamically adjust its position to align with the tailpipe level. The emission data is collected and transmitted to a centralized dataset, where it would be matched with the registration details of the vehicle. With a machine learning model to evaluate the emission levels, it compares the same to predefined healthy thresholds, sends a notification if the limit exceeds the acceptable level and fines the owner of that vehicle. This nonintrusive, automated process, therefore, ensures continuous monitoring toward effective urban emission management. Car-related air pollution is becoming a bigger problem, particularly in cities with heavy traffic. Real-time monitoring and mitigation of this pollution can greatly improve human health and air quality. The design, operation, and possibilities of a Real-Time Automobile Related Air Pollution Management System, an inventive way to deal with vehicle emissions, are examined in this article. Conventional techniques for tracking vehicle emissions depend on routine inspections, which are inadequate for gathering data and trends in real time. The goal of a real-time monitoring system is to close this gap by giving the public, urban planners, and regulators access to ongoing data.

Keywords: Vehicular emissions, Air pollution, Real-time monitoring, Thermal imaging technology, Automated emission detection¸ Continuous monitoring, Automobile emissions monitoring.

[This article belongs to Journal of Remote Sensing & GIS ]

How to cite this article:
R Sireesha B Raj, Moulya M, Nithya N, Basavaraj. Real Time Automobile – Caused Air Pollution Monitoring System. Journal of Remote Sensing & GIS. 2025; 16(01):49-55.
How to cite this URL:
R Sireesha B Raj, Moulya M, Nithya N, Basavaraj. Real Time Automobile – Caused Air Pollution Monitoring System. Journal of Remote Sensing & GIS. 2025; 16(01):49-55. Available from: https://journals.stmjournals.com/jorsg/article=2025/view=195000


References

  1. Montaser N.A. Ramadan, Mohammed A.H. Ali, Shin Yee Khoo, Mohammad Alkhedher, Mohammad Alherbawi, “Real-time IoT powered AI system for monitoring and forecasting of air pollution in industrial environment,” University Malaya, Kuala Lumpur, Malaysia; Abu Dhabi University, Abu Dhabi, UAE; Hamad Bin Khalifa University, Doha, Qatar, Ecotoxicology and Environmental Safety, vol. 283, Article 116856, 2024, Elsevier.
  2. Angshuman Khan, Saurabh Chandra and M C Parameshwara. “Air quality monitoring and management system model of vehicles based on the internet of things,” Published 25 April 2022, IOP Publishing Ltd. Research Express, Volume 4, Number 2 Citation Angshuman Khan et al 2022 Eng. Res Express 4 025014, DOI 10.1088/2631- 8695/ac6791.
  3. Vimal Kumar D, R. Bhuvaneshwari, M. Pooja, P. Samuel Joseph Raj, S. Thiyagu “IOT based vehicle emission monitoring system and pollution detection” Volume 2, Issue 3, April 2022.
  4. Pavan Mahajan, Pooja Deshmukh, Shubham Jagdale “IOT based vehicle emission pollution monitoring system” Volume 8, Issue 6 JETIR June 2021.
  5. Najeeb Ullah, Faizullah Khan, Abdul Ali Khan, Surat Khan, Abdul Wahid Tareen, Muhammad Saeed, and Akbar Khan, “Optimal Real-time Static and Dynamic Air Quality Monitoring System,” Indian Journal of Science and Technology, vol. 13, no. 1, pp. 91–102, Jan. 2020.
  6. Chandrasekhar, G. Nithin Kumar, S. Prashanth Reddy, and S. Shilpitha Reddy, “Vehicle Pollution Monitoring System Through Cloud,” Journal of Emerging Technologies and Innovative Research (JETIR), vol. 7, no. 4, pp. 1042–1048, Apr. 2020.
  7. Menaga, J. Paruvathavardhini, P. Kalaivani and S. Haribabu, “Air Quality Monitoring System Using Vehicles Based on the IoT,” International Research Journal of Engineering and Technology (IRJET), vol. 6, no. 3, pp. 3250 3254, Mar. 2019.
  8. Robin Smit and Phil Kingston “Measuring on-road vehicle emission with multiple instruments including remote sensing”. University of Technology Sydney, Sydney NSW2007, Australia, September-3 2019.
  9. Soufian, Mae Irshaidat, M Babaie, G. Elliott, D. Mahood, L. Pendlebury, B. Hughes, N. Darbyshire, J. Williams, M.B. Lupu, J. W. Jenkins, D. Jones, N. Havery, G. Abadaki and T. Raynes. “Real time emission monitoring and display to reduce vehicle pollution using wireless network” Developments in systems Engineering, 2019 IEEE.
  10. Pasi Pyykönen, Pertti Peussa, Matti Kutila “Multi camera based smoke detection and traffic pollution analysis system”. VTT Technical Research Centre of Finland Ltd Tekniikankatu 1 Tampere, Finland, 2016 IEEE
Regular Issue Subscription Review Article
Volume 16
Issue 01
Received 03/12/2024
Accepted 12/12/2024
Published 22/01/2025
Publication Time 50 Days
183

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