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Trend of reconfiguration of power system is leading to smart grids which are absolutely best possible solution for future power systems. Future smart grids, including Distributed Generation (DG) units, encounter a broad range of challenges like metering, management, and control. In this paper, architecture for fuzzy multi-agent based control for voltage regulation in smart grid is proposed. To investigate the effectiveness of the proposed architecture, a simulation model in MATLAB/Simulink is done. The simulation results show how proposed system can regulate voltage in smart distribution feeders.