In 2023 alone, lithium-ion battery failures caused $4.7B in EV recalls globally. The core challenge? State of Health (SOH) estimation errors averaging 8-12% across commercial BMS systems. But what if we could achieve sub-3% accuracy consistently? Recent breakthroughs suggest this isn't just possible – it's already operational in cutting-edge applications.
Have you ever wondered how modern energy systems maintain peak performance over time? The answer lies in understanding State of Health (SOH) indicators – the diagnostic backbone of lithium-ion batteries and renewable energy storage. Why do some batteries fail prematurely while others outlast their warranty? Let's decode the science behind these critical performance metrics.
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