In the last decade, the use of lithium-ion batteries in transport, power engineering and industry has expanded. Batteries operate under the control of electronic battery management systems (BMS), one of the functions of which is balancing the cells in the battery. The article presents a method for imitational statistical modeling of charge-discharge cycles of lithium-ion batteries.