Quantitative Diagnosis of Internal Short Circuit for Lithium-Ion
Internal short circuit (ISC) fault can significantly degrade a lithium-ion battery''s lifetime, and in severe cases can lead to fatal safety accidents. Therefore, it is critical to diagnose the ISC fault in its early stage for preventing early ISC from evolving into serious safety accidents. In this article, we develop a purely data-driven method using machine learning algorithms for