These materials are provided by
the
Supply Chain &
Logistics Institute at the Georgia Institute of Technology.
You are welcome to use them so long as the copyrights remain
intact, credit for authorship is acknowledged, and nothing is
resold at profit.
Service parts distribution at International Truck & Engine
Corp.
The predecessor to ITE was the International Harvester Company,
which built and sold agricultural equipment, which was seasonal.
Now, as the International Truck & Engine Corporation, they make
and sell trucks,Ê school buses, and engineÊparts. With
a more diverse suite of products, seasonalities have been
minimized. The parts business have experienced 14 consecutive years
of growth but corporate (manufacturing) growth is heavily dependent
on economic conditions.
The ITE warehouse is a service parts facility: It ships spare
parts on demand. Customer demand is not under their direct control
but can only be forecast statistically. It is typical of such
warehouses that they carry very many sku's and that most of them
move slowly. Of the approximately 22,000 skus held by this DC,
1,500 account for about one-half of the annual volume.
Another feature of service parts distribution is that delivery
is urgent, and especially so in this context: Some large industrial
truck may be idle (not generating revenue) while waiting for repair
parts.
The DC serves mostly truck dealers and a typical order is for
about 70 lines, though this may vary considerably. "Stock orders"
are picked in the morning and go to replenish dealer's stock.
"Emergency orders" are those for parts that are urgently needed,
such as for repair, but not typically carried at the dealer,
because they are slow-moving or expensive or both. Emergency orders
are accepted until 3PM and will be sent out the same day.
The Atlanta DC employs about 35 order-pickers and they are
assigned to zones (areas of the warehouse). Picking is coordinated
through RF. We will focus on the following three zones (or perhaps
on only one or two of these):
- Zone 5, for parts that weigh no more than 50 pounds each. Zone
5 includes
- Floor stack, for fast-moving parts with multiple pallets in
stock that can be stacked
- Bins, of various sizes, for parts for which the total on-hand
supply will fit into at least the largest bin. Parts are picked
from all levels
- Rack, for parts whose aggregate cube is too large to fit in a
bin. Parts are picked from A and B levels and, in some aisles, C
levels.
Zone 5 consists of aisles 301 and higher. There are no reserve or
secondary storage locations for any part in Zone 5.
- Zone 2, for parts that weigh no more than 100 pounds each. Zone
2 includes
- Floor stack, for fast-moving parts with multiple pallets in
stock that can be stacked
- Rack, which may contain some parts weighing less than 50 pounds
but are large compared to ITE's standard shipping container. Parts
are picked from A and B levels and some C levels (details
below)
- Zone 3, for parts that weigh over 100 pounds each. Zone 3
includes
- Floor stack, for parts multiple pallets in stock that can be
stacked
- Rack, from which parts are generally picked from A and B
levels. Parts for which a sales unit is palletized, such as
engines, transmissions, large fuel tanks, can be picked from any
level.
About 20 workers pick small parts from Zone 5. Two or three
workers pick heavier parts from Zone 2; and about five workers pick
the heaviest parts from Zone 3.
Pickers travel by electric truck except those picking the heavy
items; they use a lift-truck.
Orders are batched by the warehouse management system. The logic
behind the batching is not clear.
Here is a photo tour of the
distribution center.
The project
The main concern of the client is convenience of retrieval.
Data
The company data is copyrighted and proprietary. You may
use it for the purposes of this course only. (If you would like to
use it for something else, please contact me to
discuss.)
Here is the data we have to work with:
- Item Master: Descriptions of approximately
22,000 skus can be found in this
compressed text file (1.2M). This file includes the following
fields:
- Unique part number
- Text description
- Weight, in pounds. Small items of less than 50 pounds are
generally stored in bin-shelving; heavy items (more than 100
pounds) are generally stored in pallet rack. Light bulk is
generally stored in rack.
- Selling unit (eaches or multiples)
- Multiple quantity
- Annual picks (trips to the storage location): "P12 TR"
- Annual demand measured in eaches: "P12 DMD"
- Supply code: "SCD"
- 026: active stocking part (the most important code!)
- 826: has been replaced by another part number
- 626: marked for discontinuance
- 426: non-stocked order on demand (eg returns)
- 441: a direct ship item (there should be none in this data
set
- 888: replaced by components
Miscellaneous issues:
- The asterisks in the field names have no meaning.
- Only skus in pallet rack have secondary locations and they may
have more than one secondary location. (For example, engines are
stored one to a pallet, and there may be more than one engine
on-hand.) Picking is done from the primary location and secondary
locations are used as reserve.
- Sku dimensions are unreliable.
- Order history: for
July,
August, and
September 2004. Each record
consists of the following fields:
- Order number
- Date
- Order type: DSO, ESS, and DSS are stock orders, for
which ITE pays the freight to the ordering dealer. All stock orders
received by 3:00am are shipped the same day. Some dealers put in
their next day's stock orders in the late afternoon; they are
picked and shipped the next day just as if they had been submitted
after midnight but before 3:00am. EMR, PRT, CRT are
emergency or critical orders. They are shipped
the same day as received; the dealer chooses the routing and pays
the freight.
- Sku ID
- Quantity ordered
Note that heavy parts are picked as unit-loads and other parts are
batched according to some logic embedded in the warehouse
management system, which is not accessible to us.
- Warehouse layout: Storage locations are
described in this compressed MS
Excel spreadsheet (0.5M) and here is a drawing of the warehouse
layout in either pdf (1.4M) or
AutoCad (2.9M) format. (You may
want to bring a copy of the drawing to a Kinko's or similar service
to have it printed in large-scale format.) Note from the arrows
that the default pick-path is serpentine and every aisle is
restricted to one-way travel. The cross-aisles are also one way, in
the general direction of travel.
Warehouse layout and addresses
The three main areas of the warehouse are
- Bin-shelving, for small, light skus. (This area accounts for
70% of the skus and most of the picking.)
- Racking, for light bulky items
- Pallet rack, for heavy items
There are other, smaller, special purpose areas that we will not
consider, such as the area for aerosols and flammables and the area
for hoods and body panels.
Aisles and bins are numbered on the floor as shown in the photo.
Level A is the lowest, then B, C, etc. For example, address
381-01-B2 refers to the storage location at aisle 381, bin
(section) 1, level B, the second position in the one-way direction
of travel. Notice that the next bin on the left is 03, then 05,
etc. The bins on the right are numbered 02, 04, etc.
Level T stands for "top" and will be a reserve location. Reserve
locations are to be found only in the pallet rack area
Layout:
- There is a zone 4 but it may be ignored. It is outside storage
used for hood sections, which cannot be moved into the
building.
- Every aisle that is 366 or higher is bin-shelving of various
sizes, as are the EVEN number locations in aisles 361,363,365
- Floor storage aisles are 306, 308, 310 and 215, 217, 219 and
128, 130, 132, 134 and 100, 102, 104, 106. Product that moves in
high volume is stored here.
- Everything else is rack storage except:
- 151 and 153 are outside storage reserved for hood sections
- Aisle 235 EVEN locations 06 through 237-10 (even numbers only),
and as well as aisles 242 location 10 through aisle 244 location 18
EVEN numbers only have a "B" levels used for panel storage and
parts here can move only within these special locations.
- Aisles 201, 203, 205, 207 are special stand-up racking. Parts
should only move for velocity within these aisles.
- Aisles 321, 323, 328, 330, 331, 333, 338, 340, 341, 343, 348,
350, 351, 353, 358, 360, 361, 363 have "C" levels suitable for
primary pick locations.
- Aisles 235-06 through 237-10 EVEN numbers only have "C" levels
suitable for primary pick locations.
- Aisles 242-10 through 244-18 EVEN numbers only have "C" levels
suitable for primary pick locations.
First steps
Here are some suggestions to help you get started: First note
that there are two parts to the slotting decision, in what type of
storage mode to place a sku and exactly where to place it.
- Step 1: Make sure you understand the basic business
issues.
- Step 2: Understand current operations and how they reflect the
business issues.
- Step 3: Understand skus. Validate sku data and prepare report
for client; make it easy for the client to resolve data
discrepancies. what are most important skus?
- Step 4: Develop tools to evaluate current operations. You will
need these to judge whether your eventual suggestions are in fact
improvements.
- Step 5: Develop tools to improve current layout. For example,
build a computational engine that will swap skus that are stored in
same size locations and apply it to move faster-moving product
closer to shipping.
Here are some questions you may want to explore:
- Where are the most popular products currently stored? Can you
generate an image of the layout with storage locations color-coded
to show frequency of visits?
- The simplest redesign would be to carefully swap the contents
of equal-size storage locations. (It will be hard evaluate more
detailed rearrangements because we do not know sku dimensions.
- I hope some groups will go on to suggest more complex
redesigns, including those that require changes to the
infrastructure; but you will need to evaluate the benefits.
- Does it makes sense to have a forward pick area for some
skus?
- Are the right products in floor storage? How should this be
decided?