Condition-Based Maintenance Services for Data Centers

This white paper discusses the challenges faced by data center operators due to the rapid expansion of the industry and the specific demands of artificial intelligence (AI) computing. It emphasizes the need for an evolved preventive maintenance strategy that integrates data analytics to enhance traditional time-based maintenance methods. The paper outlines how condition-based maintenance (CBM) can improve maintenance delivery by utilizing real-time data analysis, allowing operators to prioritize and schedule maintenance activities based on actual operating conditions. It details the importance of adopting advanced monitoring services and the integration of high-performance computing technologies in data centers. The paper also highlights the necessity for a shift in maintenance strategies to accommodate the complexities of modern data centers, including the management of critical digital infrastructures and the need for skilled personnel. Additionally, it discusses the role of machine learning and AI in refining maintenance processes and improving operational efficiency.