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Comparative analysis demonstrates that the CVaR method exhibits superior robustness in extreme demand scenarios compared to expectation-based approaches, providing a theoretical foundation for reliable and resilient energy management in decarbonized terminals. . The global solar storage container market is experiencing explosive growth, with demand increasing by over 200% in the past two years. The initial introduction toward the sustainable infrastructure has opened the door to realizing the new innovations. . As the maritime industry accelerates its transition toward decarbonization, electric automated guided vehicles utilizing battery swapping stations have emerged as a critical solution for green automated container terminals. However, the adoption of this low-carbon technology faces dual challenges:. . New modular designs enable capacity expansion through simple container additions at just $210/kWh for incremental capacity. These innovative setups offer a sustainable, cost-effective solution for locations without access to traditional power grids. They store energy from renewables or the grid and discharge it when needed,enabling peak shaving,load. .
