K. Krishna Reddy , N V Kishore Kumar 1 1 (January - March) Harmonic amplification presents a significant challenge in power system networks often leading to power quality degradation This study aims to address and mitigate the impact of such harmonic disturbances A novel control strategy based on artificial intelligence AI is introduced and integrated into a Distribution Static Synchronous Compensator DSTATCOM As a type of Flexible AC Transmission System FACTS device the DSTATCOM provides efficient reactive power compensation playing a key role in suppressing or minimizing harmonic amplification within the network The performance and effectiveness of the proposed approach are validated through simulations carried out in the MATLABSimulink environment Copyright (c) World Journal of Pharmaceutical Seiences. All rights reserved 2026