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The electrical industry developed demand side management (DSM) in 1970 to lower peak loads, control time of use (TOU) power demand, evaluate user profiles, lower carbon emissions, and provide consumers with a choice of preferred energy sources, as noted by Gellings (2017) and Maharjan et al. (2014).

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