Predictive maintenance plays a crucial role in optimizing the lifecycle of an energy storage system (ESS) by enabling proactive identification and mitigation of potential failures before they occur. Predictive maintenance uses data analysis and condition monitoring techniques to assess the health and performance of ESS components. This approach differs from preventive maintenance, which follows a fixed schedule regardless of the actual condition of the equipment, and from reactive mainte....
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