Open Access
VEHICLE HEALTH INSPECTIONS IN THE DIGITAL AGE: HARNESSING AUTO DIAGNOSTICS FOR PROACTIVE MAINTENANCE
4
Department of Electrical Engineering, Indian Institute of Technology (IIT), Madras, India
4
School of Automotive Technology, Savitribai Phule Pune University, India
Abstract
The importance of vehicle health inspection has increased with the growing complexity of modern vehicles, which now incorporate advanced electronic systems and technologies. This article examines the role of enhanced auto diagnostics in improving vehicle health inspections and maintenance practices. It explores various diagnostic tools and techniques that are revolutionizing the way automotive professionals assess vehicle condition, pinpoint issues, and recommend timely maintenance. The integration of real-time data, predictive analytics, and IoT (Internet of Things) capabilities is changing the landscape of vehicle maintenance. Through an analysis of current trends, challenges, and technological innovations, this study highlights how enhanced diagnostics can significantly reduce repair costs, improve vehicle longevity, and ensure better safety and performance.
Keywords
Vehicle Health Inspection,
Enhanced Auto Diagnostics,
Predictive Maintenance,
On-Board Diagnostics (OBD-II)
References
Chrysafides, S., & Koller, M. (2019). On-Board Diagnostics and Vehicle Health Monitoring. SAE International Journal of Passenger Cars - Mechanical Systems, 12(4), 151-159.
Rong, J., & Zhang, S. (2020). Predictive Maintenance for Automotive Systems: A Review and Future Perspectives. Journal of Manufacturing Science and Engineering, 142(11), 110801.
Othman, M., & Omar, M. (2018). Telematics and IoT for Automotive Diagnostics: Trends and Challenges. International Journal of Automotive Technology, 19(5), 861-873.
Li, Z., & Gao, X. (2021). Vehicle Diagnostic System Based on Machine Learning and Internet of Things. Journal of Intelligent Transportation Systems, 25(2), 164-175.
Ramasamy, M., & Mahendran, S. (2021). Intelligent Vehicle Health Monitoring Using Telematics Data. Journal of Mechanical Engineering and Automation, 12(1), 39-48.
Tang, H., & Sun, X. (2020). IoT-Based Smart Vehicle Maintenance System: Challenges and Opportunities. Sensors, 20(11), 3164.
Garg, N., & Soni, P. (2019). Impact of Predictive Maintenance on Vehicle Fleet Management. International Journal of Vehicle Maintenance and Safety, 16(2), 92-106.
Bai, Q., & Zhang, Y. (2020). Automotive Diagnostic Tools and Their Role in Enhancing Maintenance Practices. International Journal of Automotive Technology and Management, 20(3), 290-307.
Siddiqui, A., & Rizvi, M. (2021). Data Security in Automotive Diagnostics: Protecting Vehicle Data in IoT Networks. International Journal of Automotive and Transportation Engineering, 7(2), 115-124.
Wang, L., & Li, Q. (2019). Smart Vehicle Maintenance Systems Using Cloud Computing and Big Data Analytics. Journal of Cloud Computing: Advances, Systems, and Applications, 8(1), 1-12.
Kumar, S., & Sharma, A. (2020). The Impact of IoT on Vehicle Diagnostics and Health Monitoring. Journal of IoT and Smart Technologies, 3(4), 22-35.
Vaidya, N., & Sharma, P. (2019). AI-Driven Predictive Maintenance for Vehicles: An Emerging Trend in Automotive Diagnostics. Journal of Artificial Intelligence in Transportation, 6(2), 101-115.
Patel, S., & Joshi, P. (2019). Telematics in Automotive Diagnostics: A Comprehensive Review. Journal of Automotive Engineering and Technology, 27(1), 72-84.
Singh, K., & Desai, R. (2020). Emerging Trends in Vehicle Diagnostics and Their Impact on Fleet Management. Journal of Vehicle Fleet Technology, 8(3), 45-58.
Zhang, H., & Liu, F. (2021). Real-Time Vehicle Monitoring Systems: Leveraging Telematics for Efficient Diagnostics. International Journal of Vehicle Telematics, 22(3), 201-213.
Lee, J., & Kim, S. (2020). Integrated Vehicle Health Monitoring Systems Using IoT Sensors: An Overview. Journal of Advanced Automotive Systems, 15(4), 237-249.
Zhang, J., & He, L. (2021). Telematics for Predictive Maintenance in Automotive Fleet Management. International Journal of Fleet Management, 14(5), 108-120.
Mishra, S., & Prakash, R. (2020). Automotive Maintenance and Diagnostics Using Cloud Computing and Data Analytics. International Journal of Cloud-Based Services, 6(1), 40-50.
Chen, Q., & Xu, L. (2021). The Role of IoT in Automotive Diagnostics and Maintenance: A Systematic Review. Journal of IoT Research and Applications, 12(2), 123-136.
Kumar, V., & Gupta, R. (2021). Advances in Vehicle Diagnostics: The Role of AI and Machine Learning. Journal of Intelligent Systems in Automotive Engineering, 3(1), 56-69.
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