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Future Directions
Future advancements may explore multifunctional EMI shields that also provide thermal insulation, further miniaturize nanomaterials for on-chip integration, and implement smart monitoring for predictive interference management.

An optimized maintenance strategy also involves proactive troubleshooting and system monitoring. Utilizing diagnostic software to track temperature fluctuations, fan speeds, and power consumption assists in identifying early signs of component wear or failure. When issues are detected, targeted interventions—such as cleaning connectors, reseating memory modules, or verifying cable management—can recapture lost performance and prevent major system crashes. Documenting maintenance routines and establishing a regular schedule cultivates a proactive approach, where potential issues are resolved before they compromise system stability.

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Introduction
The longevity and reliability of PC systems depend on the integrity of their physical components, yet stress and fatigue can lead to gradual degradation. Next‑generation PC real‑time structural health monitoring systems deploy embedded sensors and AI‑powered analytics to continuously evaluate the condition of PC components. This technology is critical for data centers, industrial PCs, and overclocked gaming systems, offering early detection of anomalies and proactive maintenance planning.

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