Profit-Based Unit Commitment Using Local and Global Search Methods

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The availability of clean energy is crucial for both the environment and human health. Numerous harmful gasses released by conventional automobiles cause illnesses and ailments in people all over the world. Nevertheless, there is growing interest in Plug-in Electric Vehicles (PEVs) to help with the energy and climate emergency. It has been noted that the manufacturing of PEVs has dramatically increased over the past ten years. The PEVs may supply the power grid with electricity while both consuming it and storing it in batteries. By effectively managing the electric demand profile and integrating electricity from PEVs into the electric grid, operating expenses can be reduced overall. The study recommends the course of action, which, in this case, is to apply the chaotic mapped Sine Cosine Algorithm advancement method and combine chaotic maps with the Harris Hawks Optimizer. It also evaluates how well the suggested better technique is implemented while taking PEVs into account.