Early micro internal short circuit (ISC) fault diagnosis is crucial for the safe and reliable operation of lithium-ion batteries. In order to solve the problem that the early micro ISC fault is difficult to identify due to its weak fault characteristics. this paper proposes a fault diagnosis method based on the accumulated correlation coefficient. Specifically. https://spencertifieders.shop/product-category/shelving/