International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

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Machine Learning Framework for Intelligent Vehicle Monitoring

Author(s) Mr. Dhiren Kumar Dalai, Dr. Mohd Athar
Country India
Abstract Design and implement an end‑to‑end system that (a) monitors vehicle health for predictive maintenance and (b) profiles driving behavior for safety and eco‑driving insights. The solution combines on‑board sensing (OBD‑II/CAN + smartphone IMU/GPS), a streaming data pipeline, and ML models for anomaly detection, remaining‑useful‑life (RUL) prediction, and driver scoring. Includes privacy‑first architecture and deploys to mobile/edge with optional cloud
Keywords OBD2 Smartphone ML model
Field Engineering
Published In Volume 8, Issue 1, January-February 2026
Published On 2026-02-21
DOI https://doi.org/10.36948/ijfmr.2026.v08i01.69526
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E-ISSN 2582-2160
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