As global renewable penetration exceeds 34% in 2023, planners face a critical question: How can we accurately predict the true cost of energy storage systems when traditional models ignore evolving degradation patterns and market dynamics? The limitations of conventional LCOE (Levelized Cost of Energy) calculations have become glaringly apparent, with recent BloombergNEF data showing 62% of battery projects underperforming financial projections by Year 3.
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