Enhancing Vehicle Diagnostics: The Role of Advanced Software Telemetry in Automotive Reliability
Year: 2025
Type: article
Abstract: This article has touched on just a few ways game-changing advanced software telemetry and diagnostic tools are already making waves in the automotive space, as vehicles become more complex software-defined machines. As a result of this paradigm shift, faster identification and correction of defects have been critical to consumer safety, reliability, and to manufacturers’ reputation in this new paradigm. Smart pavement solutions, enabled by new data collection methods, data transmission processes, and analytical systems, provide the opportunity to shift the maintenance model from reactive to proactive. The article paints a picture of the evolution of automotive diagnostics from mechanical principles to AI-driven predictive diagnostics, outlines the technology stack that enables today’s advanced vehicle telemetry, follows diagnostics from identifying issues to resolving them, and showcases real-world use cases that demonstrate incredible improvements in maintenance efficiency, vehicle uptime, and service responsiveness.
Author: Sucharan Nuthula
Institution: University of Mary Hardin–Baylor
Language: English
Subfield: Automotive Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4411395534