Forensic engineering, a specialized field, plays a essential role in assessing the underlying reason of system failures. Investigators apply scientific methods and specialized tools to evaluate malfunctioning parts, evidence of shorting, and connected data. This rigorous analysis frequently necessitates modeling events leading up to the failure, id