Abstract With the rapid advancement of technology, deep learning supported voltage source converter (VSC)-based distributed static compensator (DSTATCOM) for power quality (PQ) improvement has attracted significant interest due to its high accuracy. In this paper, six subnets are structured proposed approach (DL-Approach) algorithm by using own mathematical equations. Three active and other thr...