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Introduction

In this paper, we systematically review the development and applicability of traditional battery technologies in wind power energy storage, analyze the current application status of typical wind farm energy storage systems worldwide, and identify key bottlenecks faced by various. Over the past few decades, wind energy has become one of the most significant renewable energy sources. Despite its potential, a major challenge remains: balancing energy production with consumption and, consequently, energy storage. This article explores innovative solutions that enable wind. Wind power, as a prominent renewable source, has seen rapid growth, with global cumulative installed capacity surpassing 1,136 GW by 2024. However, the inherent intermittency and volatility of wind energy output pose significant challenges to grid stability, power quality, and overall energy. Replacing fossil fuel-based power generation with power generation from wind and solar resources is a key strategy for decarbonizing electricity. Storage enables electricity systems to remain in balance despite variations in wind and solar availability, allowing for cost-effective deep.

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