The Analysis of the Role of Bullwhip Effects on the Four-Level Supply Chain in Industry Using Statistical Methods

Table 5

Demand, order, and wholesaler warehouse by the exponential smoothing method.

Period	Demand	Order	Warehouse
1	2	8	6
2	3.64	0	2.36
3	2.44	6.08	6
4	1.63	0	4.37
5	1.09	0	3.27
6	2.47	5.2	6
7	1.66	0	4.34
8	1.11	0	3.23
9	2.53	5.3	6
10	1.7	0	4.3
11	2.56	4.26	6
12	1.72	0	4.28
13	2.76	4.47	6
14	1.85	0	4.15
15	3.03	4.88	6
16	2.03	0	3.97
17	3.34	5.37	6
18	2.24	0	3.76
19	3.66	5.9	6
20	2.45	0	3.55
21	3.99	6.44	6
22	2.67	0	3.33
23	4.32	7	6
24	4.23	4.23	6
25	4.22	4.22	6
26	4.25	4.25	6
27	4.32	4.32	6
28	4.42	4.42	6
29	4.53	4.53	6
30	4.64	4.64	6
31	4.77	4.77	6
32	4.9	4.9	6
33	5.03	5.03	6
34	5.17	5.17	6
35	5.31	5.31	6
36	5.44	5.44	6