Strategic retirement enhances electric vehicle battery circularity
This study demonstrates that strategically retiring electric vehicle batteries 1–2 years earlier can transform 40–50% of currently unreusable units into valuable second-life energy storage resources, significantly enhancing circularity and environmental sustainability through a proposed dynamic trade-in framework.