In: Advanced Math
Warehouse Location - The FMC Corporation*
The FMC Corporation is a large diversified producer of machinery, chemicals, films, and fibers such as nylon. The company has annual sales which place it in the top hundred corporations in the nation. The study presented in this case was done for FMC's Link-Belt Products Division, manufacturers of a broad line of industrial equipment. The study was done by FMC's own consultants, people who are available to work with any of the company's divisions.
A few years before the beginning of this study, Link-Belt management began to feel that perhaps it should reduce the number of warehouses. This feeling was based on several factors, including the decrease in transportation time necessary to reach customers, the lower cost of communication services, higher labor costs, and improvements in techniques of automating warehouses.
The company had warehouses in Philadelphia; Atlanta; Columbus, Ohio; Chicago; Kansas City; Dallas; Reno; Seattle; Houston; and Portland, Oregon. The question presented by the Link-Belt management to the consultants: Should any of the current warehouses be closed, and, in general, what possible configuration of warehouse sites would provide the lowest possible cost while still providing good service to customers?
Dollar amounts reflecting total warehouse sales, tonnages handled, and total operating costs are considered confidential by FMC. However, in the most recent year for which an analysis of figures could be made, the percentage breakdown for Link-Belt's warehouse operating costs were as follows: 19% for freight, 42% for inventory investment, and 39% for operating expenses.
To begin the analysis, 17 additional cities were selected as potential warehouse sites. Since construction and land costs vary from city to city, it was necessary to develop for each city an equation which represented the local costs of construction. In developing this equation, we shall use the following variable.
A = warehouse floor area (in thousands of square feet)
Cc = cost of labor and materials to build a warehouse (in thousands
of dollars)
L = amount of land needed for warehouse (in acres)
C1 = cost of land (in thousands of dollars)
I = inventory in a warehouse at a given time (in pounds)
T = total quantity of merchandise going through a warehouse in a
year (in thousands of pounds)
For example, if A represents the warehouse area in thousands of
square feet, and Cc represents the cost of labor and materials in
thousands of dollars, then
Cc = 12.5 + 3.75A
was found to provide a good approximation to the cost for labor and
materials in Atlanta, while
Cc = 18.75 + 5.6A
is a similar equation for Chicago. These equations were obtained by
studying construction costs in the cities in question.
Land prices also vary from city to city. Again using information obtained about each of the cities in question, it was estimated that the amount of land, L, in acres, needed for a warehouse of area A, in thousands of square feet, is given by
L = 0.875 + 0.0315A.
For Chicago, the cost of this land, C1, in thousands of dollars, is
given by A, in thousands of square feet, is given by
C1 = 30.6 + 1.10A,
while the cost equation for Atlanta is
C1 = 14.8 + 0.94A.
Based on past records, the company knows that one square foot of
warehouse area can store about 70 pounds of merchandise, or, if I
represents inventory measured in pounds in a warehouse at a given
time, then
I = 70A.
The inventory at a given time, again from experience, is also given
by
I = 180 + 0.1435T,
where T is the total weight of merchandise in thousands of pounds
that go through the warehouse in a year.
Using the above equations, we can find the cost of land, labor, and materials for a new warehouse in Chicago in terms of T—that is, we can find the cost in terms of the quantity of merchandise going through the warehouse in a year. To find the cost for labor and materials, we begin with
Cc = 18.75 + 5.6A,
and since I = 70A, or A = I/70, we get
We also know that I = 180 + 0.1435T; thus
which simplifies to
Cc = 33.15 + 0.0115T.
To find the cost of land, go through the same steps to obtain
C1 = 33.47 + 0.00225T
for the equation which gives the cost of land for a warehouse in
Chicago.
Using these equations, the analysts prepared the following chart.
Cost of a Warehouse in Chicago Fixed
Cost Variable cost (dollars per 1000 pounds)
Labor, materials $33,000 $11.50
Land $33,500 $2.25
Total $66,500 $13.75
The numbers in this chart were obtained as follows. We know that
the cost of land in Chicago is given by C1 = 33.47 + 0.00225T. The
fixed cost is found by letting T = 0: C1 = 33.47 + 0.00225(0) =
33.47, which represents a fixed cost of about $33,500. The variable
cost is given by 0.00225 thousands of dollars, which is about $2.25
per thousand pounds of merchandise.
Charts similar to the one above could be made for each of the other cities under discussion. Using all these results, and a process called linear programming, the analysts recommended the following consolidation of warehouse sites. All warehousing should be centralized in five warehouses, located in Philadelphia, Atlanta, Indianapolis, Dallas, and San Francisco. Operating from these five cities will save $600,000 annually, with an additional $730,000 to be realized from selling the warehouses which would be closed. The analysts estimated that service to customers would be as follows: it would be possible to reach eighty-seven percent of the market from these five warehouses in two days or less (compared to current delivery times of one day or less for 89% of all customers), with the remaining 13% reached in three days. About half the market will have delivery times of one day or less.
Exercises
1.
Complete each of the following steps.
(a) Cost of labor and materials in Atlanta:
Cc = ____________________.
(b) Since A = I/70 and I = 180 + 0.01435T, we have
(c) The equation for the cost of land in Atlanta
is
Cl = ______________________________________.
(d) We have
2.
Complete the following chart.
Cost of a Warehouse in Atlanta Fixed
Cost Variable cost
Labor, materials
Land
Total
3.
Suppose the cost equations for a Sacramento warehouse can be given
by
Cc = 11.4 + 4.20A,
C1 = 12.9 + 0.90A.
(a)
Obtain Cc and C1 in terms of T. (Hint: Go through the steps of
Exercise 1 above.)
(b)
Complete a table, similar to the one of Exercise 2, for a warehouse
in Sacramento.
4.
Show that warehouse area A, in thousands of square feet, needed for
a certain annual total quantity of goods, T, in thousands of
pounds, is given by
A = 2.57 + 0.00205T,
or T = 487A - 1250.