Investigation of nickel-metal hydride battery sorting based on charging thermal behavior

► Ni-MH battery sorting is investigated based on charging thermal behavior. ► An SOM model is constructed to conduct the sorting work. ► Batteries are effectively sorted into three categories by the model. ► Batteries sorted in each category can keep consistency in thermal behavior and discharge performance.