Question: I need you to create a mathematical model for multiple products. This model should be designed based on fill rate or Type 1 service level.

I need you to create a mathematical model for multiple products. This model should be designed based on fill rate or Type 1 service level. The model must include the following components:
Demand Forecasting: Appropriate methods should be used to predict future demand.
Economic Order Quantity (EOQ): A formula to optimize the order quantity for each product must be included.
Safety Stock: The stock level required to maintain a specific service level should be calculated.
Reorder Point: A formula to determine the stock level at which orders should be placed, based on demand and lead time, must be included.
The data I have includes the following fields:
STOCK NO: A unique identifier for each stock item.
SPEND AMOUNT: The spending amount for each stock item.
UNIT PRICE: The unit price of the stock items.
Cumulative Spend: The cumulative spending (can be used as a basis for ABC analysis).
Critical Stock: The critical stock level for each product.
The model should be detailed and comprehensive, aligning with the requirements of an Industrial Engineering course. It is expected to be capable of performing analyses, deriving insights, and making optimized inventory management decisions based on the provided data. G8 A38
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1047
\begin{tabular}{|c|c|c|c|c|c|}
\hline & A & B & C & D & E \\
\hline 38 & 1047 & 395 & 236,37 & 15327 & 51\\
\hline 39 & 1796 & 395 & 218,32 & 15722 & 34\\
\hline 40 & 626 & 395 & 131,02 & 16117 & 11\\
\hline 41 & 2189 & 395 & 110,72 & 16512 & 13\\
\hline 42 & 2085 & 395 & 55,97 & 16907 & 77\\
\hline 43 & 712 & 394 & 389,29 & 17301 & 52\\
\hline 44 & 1447 & 394 & 340,97 & 17695 & 4\\
\hline 45 & 299 & 394 & 328,46 & 18089 & 75\\
\hline 46 & 925 & 394 & 315,77 & 18483 & 95\\
\hline 47 & 277 & 394 & 295,48 & 18877 & 54\\
\hline 48 & 2016 & 394 & 289,98 & 19271 & 92\\
\hline 49 & 164 & 394 & 238,97 & 19665 & 93\\
\hline 50 & 2844 & 394 & 227,45 & 20059 & 63\\
\hline 51 & 1567 & 394 & 226,78 & 20453 & 50\\
\hline 52 & 2717 & 394 & 108,96 & 20847 & 83\\
\hline 53 & 1133 & 393 & 313,58 & 21240 & 89\\
\hline 54 & 602 & 393 & 307,23 & 21633 & 46\\
\hline 55 & 2225 & 393 & 303,58 & 22026 & 21\\
\hline 56 & 2535 & 393 & 301,20 & 22419 & 7\\
\hline 57 & 2004 & 393 & 134,79 & 22812 & 70\\
\hline 58 & 1866 & 393 & 120,46 & 23205 & 58\\
\hline 59 & 1704 & 393 & 72,10 & 23598 & 31\\
\hline 60 & 2261 & 392 & 326,89 & 23990 & 8\\
\hline 61 & 1351 & 392 & 246,55 & 24382 & 71\\
\hline 62 & 1549 & 392 & 218,50 & 24774 & 46\\
\hline 63 & 2019 & 392 & 105,76 & 25166 & 51\\
\hline 64 & 2279 & 391 & 383,18 & 25557 & 78\\
\hline 65 & 2499 & 391 & 369,00 & 25948 & 99\\
\hline 66 & 1190 & 391 & 120,08 & 26339 & 100\\
\hline 67 & 1283 & 391 & 97,11 & 26730 & 4\\
\hline 68 & 1216 & 391 & 80,95 & 27121 & 23\\
\hline 69 & 757 & 391 & 11,54 & 27512 & 88\\
\hline 70 & 2595 & 390 & 354,00 & 27902 & 61\\
\hline 71 & 524 & 390 & 257,21 & 28292 & 100\\
\hline 72 & 2213 & 390 & 224,42 & 28682 & 46\\
\hline 73 & 1882 & 390 & 127,18 & 29072 & 85\\
\hline 74 & 1274 & 390 & 100,76 & 29462 & 82\\
\hline 75 & 1936 & 390 & \(\mathbf{3,54}\) & 29852 & 50\\
\hline 76 & 2587 & 389 & 357,59 & 30241 & 9\\
\hline
\end{tabular}
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I need you to create a mathematical model for

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