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In smart grid, the demand side management (DSM) techniques need to bedesigned to process a large number of controllable loads of several types. Inthis paper, we proposed a framework to study the demand side management insmart grid which contains a variety of loads in two service areas, one withmultiple residential households, and one bus with commercial customers.Specifically, each household may have renewable generation as well asinterruptible and uninterruptible appliances to make individual scheduling tooptimize the electric energy cost by making the best time of the electricityusage according to the day ahead forecast of electricity prices. A high loadbus represents a commercial area employed to demonstrate the impact of highload at any bus on voltage profile, power loss, and load flow condition, and toshow the performance of the proposed DSM for large number of appliance. Usingthe developed simulation model, we examine the performance of the proposed DSMand study their impact on the distribution network operation and renewablegeneration, overall voltage deviation, real power loss, and possible problemssuch as reverse power flows, voltage rise have examined and compared, theseproblems can easily be seen at the commercial load bus.

Optimized energy utilization in small and large commercial loads and residential areas