
Before the widespread use of computers the location of warehouses, stores, franchises were often settled by using a ’string map’. Pins were stuck in the map at customer’s locations, and string, usually thread or fishing line, looped over them, the weight on the end of each line being proportional to that customer’s deliveries. The ends of the string were knotted together. Where the knot settled was the center of pull (not gravity).

Evolutionary Operations, first described by George E. P. Box and Norman R. Draper in in their book Evolutionary Operations – A statistical method for process improvement, New York: John Wiley and Sons, 1969.
EVOP is Continuous Improvement + Design of Experiments.
Basic idea is to replace the routine operation of a process by continuous and systematic plan of slight adjustments of the control variables. The effects of the adjustments are then evaluated just as with DOE. The process is then shifted in the desired direction of improvement. In many product and service processes it is impossible or very expensive to do DOE, especially where trials can be disruptive or the process owner would let you have the necessary time, materials, labor to run your experiments. So rather than running experimental production runs you use actual production by shifting off the base point left, right, up, down all within "spec".
Continue reading EVOP – Evolutionary Operations
Material Handling Equipment and aisle widths:
|
Type
|
Clear Height
|
Area to store 1,000 pallets
|
Aisle width
|
|
Counter-Balanced Truck
|
22′
|
10,000 sqft
|
144"
|
|
Narrow Aisle Reach
|
32′
|
6,270 sqft
|
90"
|
|
Very Narrow Aisle Swing-Reach
|
32′
|
5,480 sqft
|
66"
|
|
VNA Double Deep
|
32′
|
5,120 sqft
|
66"
|
|
Narrow Aisle Deep- Reach
|
32′
|
5,120 sqft
|
92"
|
|
VNA Swing-Reach
|
40′
|
3,420 sqft
|
66"
|
|
VNA High Reach Rail Guided
|
65′
|
2,020 sqft
|
56"
|
Here’s another example for “sizing the wheel” for a mixed model
fixed repeating schedule.
Given:
- Changeover Time = 100 minutes
- Available Production Time = 2 shifts * 7 hrs/shift * 60 min/hr = 840 min/day
and
| Product |
Daily Demand (pcs) |
Cycle Time (min.) |
Load (min.) |
| A |
80 |
5 |
400 |
| B |
40 |
4 |
160 |
| C |
20 |
4 |
80 |
| D |
10 |
6 |
60 |
|
|
|
700 |
Now some math:
- Total Load = 700 min.
- Time Available for Changeovers = 840 min/day – 700 min/day = 140 min/day
- Changeover Time for group = 100 min * 4 products = 400 min/family
- Changeovers per day = 140 min/day / 400 min/family = 0.35 group/day or a Replenishment Time of 2.85 days/family
So the fixed repeating wheel will turn once in 2.86 days. Production run sizes as follows:
| Product |
Daily Demand * Replen Time |
Cycle Time (min) |
Load (min) |
| A |
229 |
5 |
1145 |
| B |
114 |
4 |
456 |
| C |
57 |
4 |
228 |
| D |
29 |
6 |
174 |
|
|
|
2003 |
Plus 4 changeovers of 100 min each = 2403 min = 2.86 days.
When it comes time to run product A, run 2.86 days worth. Got it?
Would be nice if we could run just one piece. But until we can make the 100 minute changeover go away we’re stuck running a batch of some size.
An example from a recent warehouse layout project; analysis leading up to a facility block (zone) layout.
|
Pallets per Item
|
No. of Items
|
Total No. of Pallets
|
Average No. of Pallets per Item
|
Floor Stack
|
Double Deep, Drive In
|
Push Back
|
Single Deep
|
Case Deep
|
Flow Rack
|
Shelves
|
Bin Drawers
|
|
>100
|
2
|
350
|
175
|
x
|
x
|
x
|
o
|
o
|
|
|
|
|
51 to 100
|
18
|
1,100
|
61
|
x
|
x
|
x
|
o
|
o
|
|
|
|
|
21 to 50
|
40
|
1,000
|
25
|
x
|
x
|
x
|
x
|
o
|
|
|
|
|
11 to 20
|
160
|
2,200
|
14
|
o
|
o
|
x
|
x
|
o
|
|
|
|
|
6 to 10
|
330
|
2,300
|
7
|
o
|
o
|
x
|
x
|
x
|
|
|
|
|
2 to 5
|
500
|
1,600
|
3
|
|
|
o
|
|
x
|
|
|
|
|
0.5 to 1
|
750
|
750
|
1
|
|
|
|
|
x
|
x
|
|
|
|
0.25 to 0.49
|
900
|
270
|
0.3
|
|
|
|
|
o
|
x
|
x
|
|
|
0.001 to 0.25
|
1,100
|
65
|
0.06
|
|
|
|
|
|
x
|
x
|
o
|
|
< 0.001
|
200
|
0.10
|
0.0005
|
|
|
|
|
|
|
o
|
x
|
X=preferred, O=workable but not preferred