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Highlights: • An A-CAES system with variable configuration is proposed. • The proposed system can cope with the large-amplitude wind power fluctuations. • Operational ranges of A-CAES with and without variable configuration are compared.. Highlights: • An A-CAES system with variable configuration is proposed. • The proposed system can cope with the large-amplitude wind power fluctuations. • Operational ranges of A-CAES with and without variable configuration are compared.. Therefore, this paper puts forward the control strategy of compressed air energy storage for both grid-connected and off-grid, and proposes a smooth grid-connected strategy of compressed air energy storage based on adaptive PI control, which can better improve the problem of excessive impulse. . Compressed air energy storage (CAES) is a promising solution for large-scale, long-duration energy storage with competitive economics. This paper provides a comprehensive overview of CAES technologies, examining their fundamental principles, technological variants, application scenarios, and gas. . Compressed Air Energy Storage (CAES) has emerged as one of the most promising large-scale energy storage technologies for balancing electricity supply and demand in modern power grids. Renewable energy sources such as wind and solar power, despite their many benefits, are inherently intermittent.. Highlights: • An A-CAES system with variable configuration is proposed. • The proposed system can cope with the large-amplitude wind power fluctuations. • Operational ranges of A-CAES with and without variable configuration are compared. • The rate of wind power connected to grid is increased from.