First, we need to find the regression equation for the given demand data. Let's denote the time period as $t$ and the demand as $D$. We have the following data points:
$(t, D) = \{(1, 250), (2, 275), (3, 320), (4, 300), (5, 350), (6, 287), (7, 250), (8,
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