Introduction: The Predictive Maintenance (PdM) market industry is projected to grow from USD21.83 Billion in 2022 to USD 111.30 billion by 2030, exhibiting a compound annual growth rate (CAGR) of 26.20% during the forecast period (2022 - 2030).  In today's rapidly evolving industrial landscape, businesses are constantly seeking ways to optimize their operations and reduce...