by David S » Tue Feb 27, 2001 6:21 pm
JSR
Spending a lot of time talking about this is no joke. I truly think I could build an entire seminar around how the various DMS systems calculate Best Stocking Levels. As I was developing an interest in understanding these systems I found that there were many misconceptions. There are people that have based their entire Inventory Control Theory on these misunderstandings. From thinking that the computer systems store historical data in weekly buckets to believing that the two time period related questions in STK dont make any difference.
Because I felt that none of us could maximize the use of our DMS systems without truly understanding how they operate, I started a personal crusade last year to discover their secrets.
Chuck is on the money with the straight line averaging. As for the weighted averaging, I am afraid that the last time we talked I neglected to share my latest findings with respect to ADP. There is no way I can explain with the written word how the entire formula works. Here is the simplified version though.
When using the weighted average calculation, the system will always weight the current months sales at 40%.
The previous months weighting is variable. Based on how you answer the 2 questions in STK, HOW MANY DAYS THIS MONTH and WHAT DAY OF THE MONTH IS THIS. The weighting will vary anywhere from 29%, if you answer that its the 22nd of 22 working days, to 67% if you answer its the 1st day of the month.
The previous or third month of the calculation will always be weighted 20%.
My experimentation has led me to believe that in a traditional weekly order environment it is best to use the system as designed. Since I dont personally get much time dealing with weekly stock orders maybe Chuck can give us some further insight here. But, when you are trying to stabilize the supply chain, and normalize your inventory levels, changing your answers in STK each day causes problems. Changing the weight of the previous months sales has a significant impact on your BSL. As a result your system suggested inventory levels are artificially increased at the beginning of the month and artificially decreased at the end of the month. Al the while we are trying to maintain our inventory at a constant depth in relation to our sales demand. Therefore, I have been recommending that in a daily order environment that Parts Mangers always answer that it is the 15th of 30 days. This provides a 49% weight. Then, with the help of tracking RO Fill Rate manipulate the days supply to attain the correct level of inventory.
Why use weighted vs. straight line? Here is an excellent example. To keep it simple Ill use a calendar year. With the following sales history: Aug 2, Oct 3, Nov 3, Dec - 4. Using straight line averaging you have a total of 12 sales divided by 12 months. Using a 30-day supply your system would recommend you stock 1 piece. Even though the demand is actually increasing, straight line averaging does not take into account this trend.
With the same scenario, using a weighted average assuming today is the 15th of 30 days, the system is going to recommend a BSL of 3. In effect the system recognized the increasing demand and calculated for it. In addition using these formulas the systems will recognize a decline in demand thereby reducing BSL and reduce your exposure to obsolescence.