 In 1940 under the command of Georgi Zhukov participated in the invasion of Romania as a commander of the 5th Army.At the start of the German invasion of the Soviet Union in 1941, Herasymenko commanded the 21st Army and the 13th Army at the Western Front.In the fall of the same year he was transferred to the Reserve Front staff personnel.