《TABLE III COMPARISON RESULTS OF RESIDENTIAL LOADS》

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《Economical Optimization of Grid Power Factor Using Predictive Data》

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Then we also get the results of the grid system by both control methods.Fig.10 tells us the system P F distribution with an average of 0.9375 for the baseline control case and0.9433 for the predictive data control case.For capacitor states in Fig.11，it is greatly decreased from 137 times by baseline control to 79 times by predictive data control.Very small differences happen between the real power losses on lines of both cases，see Fig.12.Therefore，the total costs come from the difference of usage count of switching capacitor.Fig.13shows the economical benefits along the timestep in a week，and with a final saving of 0.3751 dollars.The Table III gives more results by comparison.The benefit seems little because it comes from a simple grid system within short time（7days）.More residential power consumptions，more impedance from transmission lines and larger sizes of components should contribute to maximize the economical benefits by applying our predictive data control method.