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One of the major challenges of Smart Grid is to incorporate renewable energy resources: the uncertainty of these sources cannot be compensated by the control of fossil generators because of their large time constants. One solution to this problem is influencing the demand side by controlling the consumption and incorporating energy storages like batteries of electric or hybrid vehicles. Balance between demand and supply is crucial since oversupply means waste of energy, while undersupply causes performance degradation of the grid parameters (e. g. phase, voltage levele, etc.). In this paper new Demand Side Management techniques will be surveyed, which are algorithmic solutions to the new challenges and are successful candidates to increase the efficiency of the Smart Grid. 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