Journal of System Simulation ›› 2023, Vol. 35 ›› Issue (4): 809-821.doi: 10.16182/j.issn1004731x.joss.21-1335
• Papers • Previous Articles
Yongzhang Zhou, Yan Wang(), Zhicheng Ji
Received:
2021-12-23
Revised:
2022-03-23
Online:
2023-04-29
Published:
2023-04-12
Contact:
Yan Wang
E-mail:wangyan88@jiangnan.edu.cn
CLC Number:
Yongzhang Zhou, Yan Wang, Zhicheng Ji. Bottleneck Drift Fluctuation Analysis of Discrete Remanufacturing System under Disturbance[J]. Journal of System Simulation, 2023, 35(4): 809-821.
Table 1
Remanufacturing system related parameters
加工路径 | 转移概率 | 加工时间分布Ti /min | 加工路径 | 转移概率 | 加工时间分布Ti /min |
---|---|---|---|---|---|
W0→W1 | 0.60 | Exp(10) | W3→W5 | 0.95 | N(5, 2) |
W0→P1 | 0.10 | W3→P1 | 0.05 | ||
W0→P2 | 0.30 | W4→W2 | 0.70 | N(6, 2) | |
W1→W2 | 0.60 | Exp(15) | W4→W5 | 0.20 | |
W1→W3 | 0.20 | W4→P1 | 0.10 | ||
W1→W5 | 0.15 | W5→W6 | 0.95 | N(8, 2.5) | |
W1→P1 | 0.05 | W5→P1 | 0.05 | ||
W2→W4 | 0.95 | Exp(8) | W6→P1 | 0.10 | N(10, 3) |
W2→P1 | 0.05 | W6→P3 | 0.90 |
Table 2
Each experiment disturbance combination and machine bottleneck time
NO. | V | R1 | R2 | R3 | R4 | R5 | R6 | W1 | W2 | W3 | W4 | W5 | W6 | 1 | 2 | 3 | 4 | 5 | 6 | VIBP |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 4 | 0.85 | 0.85 | 0.85 | 0.85 | 0.85 | 0.85 | 50 | 50 | 50 | 50 | 50 | 50 | 20 | 280 | 0 | 0 | 0 | 0 | 1.454 |
2 | 4 | 0.85 | 0.85 | 0.85 | 0.90 | 0.90 | 0.90 | 55 | 55 | 55 | 55 | 55 | 55 | 290 | 10 | 0 | 0 | 0 | 0 | 1.717 |
3 | 4 | 0.85 | 0.85 | 0.85 | 0.95 | 0.95 | 0.95 | 60 | 60 | 60 | 60 | 60 | 60 | 290 | 10 | 0 | 0 | 0 | 0 | 1.659 |
4 | 4 | 0.90 | 0.90 | 0.90 | 0.85 | 0.85 | 0.85 | 55 | 55 | 55 | 60 | 60 | 60 | 170 | 100 | 0 | 30 | 0 | 0 | 1.195 |
5 | 4 | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 60 | 60 | 60 | 50 | 50 | 50 | 240 | 60 | 0 | 0 | 0 | 0 | 1.376 |
6 | 4 | 0.90 | 0.90 | 0.90 | 0.95 | 0.95 | 0.95 | 50 | 50 | 50 | 55 | 55 | 55 | 10 | 290 | 0 | 0 | 0 | 0 | 1.626 |
7 | 4 | 0.95 | 0.95 | 0.95 | 0.85 | 0.85 | 0.85 | 60 | 60 | 60 | 55 | 55 | 55 | 180 | 40 | 0 | 70 | 10 | 0 | 1.131 |
8 | 4 | 0.95 | 0.95 | 0.95 | 0.90 | 0.90 | 0.90 | 50 | 50 | 50 | 60 | 60 | 60 | 170 | 120 | 0 | 10 | 0 | 0 | 1.177 |
9 | 4 | 0.95 | 0.95 | 0.95 | 0.95 | 0.95 | 0.95 | 55 | 55 | 55 | 50 | 50 | 50 | 120 | 180 | 0 | 0 | 0 | 0 | 1.291 |
10 | 5 | 0.85 | 0.90 | 0.95 | 0.85 | 0.90 | 0.95 | 50 | 55 | 60 | 50 | 55 | 60 | 250 | 30 | 0 | 20 | 0 | 0 | 1.334 |
11 | 5 | 0.85 | 0.90 | 0.95 | 0.90 | 0.95 | 0.85 | 55 | 60 | 50 | 55 | 60 | 50 | 270 | 20 | 0 | 10 | 0 | 0 | 1.370 |
12 | 5 | 0.85 | 0.90 | 0.95 | 0.95 | 0.85 | 0.90 | 60 | 50 | 55 | 60 | 50 | 55 | 260 | 40 | 0 | 0 | 0 | 0 | 1.347 |
13 | 5 | 0.90 | 0.95 | 0.85 | 0.85 | 0.90 | 0.95 | 55 | 60 | 50 | 60 | 50 | 55 | 270 | 10 | 0 | 20 | 0 | 0 | 1.415 |
14 | 5 | 0.90 | 0.95 | 0.85 | 0.90 | 0.95 | 0.85 | 60 | 50 | 55 | 50 | 55 | 60 | 290 | 10 | 0 | 0 | 0 | 0 | 1.477 |
15 | 5 | 0.90 | 0.95 | 0.85 | 0.95 | 0.85 | 0.90 | 50 | 55 | 60 | 55 | 60 | 50 | 300 | 0 | 0 | 0 | 0 | 0 | 1.775 |
16 | 5 | 0.95 | 0.85 | 0.90 | 0.85 | 0.90 | 0.95 | 60 | 50 | 55 | 55 | 60 | 50 | 0 | 290 | 0 | 10 | 0 | 0 | 1.411 |
17 | 5 | 0.95 | 0.85 | 0.90 | 0.90 | 0.95 | 0.85 | 50 | 55 | 60 | 60 | 50 | 55 | 0 | 300 | 0 | 0 | 0 | 0 | 1.501 |
18 | 5 | 0.95 | 0.85 | 0.90 | 0.95 | 0.85 | 0.90 | 55 | 60 | 50 | 50 | 55 | 60 | 0 | 300 | 0 | 0 | 0 | 0 | 1.539 |
19 | 6 | 0.85 | 0.95 | 0.90 | 0.85 | 0.95 | 0.90 | 50 | 60 | 55 | 50 | 60 | 55 | 290 | 0 | 0 | 0 | 10 | 0 | 1.463 |
20 | 6 | 0.85 | 0.95 | 0.90 | 0.90 | 0.85 | 0.95 | 55 | 50 | 60 | 55 | 50 | 60 | 300 | 0 | 0 | 0 | 0 | 0 | 1.476 |
21 | 6 | 0.85 | 0.95 | 0.90 | 0.95 | 0.90 | 0.85 | 60 | 55 | 50 | 60 | 55 | 50 | 300 | 0 | 0 | 0 | 0 | 0 | 1.534 |
22 | 6 | 0.90 | 0.85 | 0.95 | 0.85 | 0.95 | 0.90 | 55 | 50 | 60 | 60 | 55 | 50 | 30 | 250 | 0 | 20 | 0 | 0 | 1.296 |
23 | 6 | 0.90 | 0.85 | 0.95 | 0.90 | 0.85 | 0.95 | 60 | 55 | 50 | 50 | 60 | 55 | 30 | 270 | 0 | 0 | 0 | 0 | 1.278 |
24 | 6 | 0.90 | 0.85 | 0.95 | 0.95 | 0.90 | 0.85 | 50 | 60 | 55 | 55 | 50 | 60 | 10 | 290 | 0 | 0 | 0 | 0 | 1.428 |
25 | 6 | 0.95 | 0.90 | 0.85 | 0.85 | 0.95 | 0.90 | 60 | 55 | 50 | 55 | 50 | 60 | 0 | 290 | 0 | 10 | 0 | 0 | 1.455 |
26 | 6 | 0.95 | 0.90 | 0.85 | 0.90 | 0.85 | 0.95 | 50 | 60 | 55 | 60 | 55 | 50 | 60 | 240 | 0 | 0 | 0 | 0 | 1.423 |
27 | 6 | 0.95 | 0.90 | 0.85 | 0.95 | 0.90 | 0.85 | 55 | 50 | 60 | 50 | 60 | 55 | 0 | 300 | 0 | 0 | 0 | 0 | 1.781 |
Table 4
Machine sensitivity coefficient
NO. | ||||||
---|---|---|---|---|---|---|
1 | 0.073 | 0.002 | 0.985 | 0.404 | 0.765 | 0.810 |
2 | 0.001 | 0.073 | 0.863 | 0.679 | 0.952 | 0.999 |
3 | 0.001 | 0.153 | 0.776 | 0.755 | 1.000 | 0.921 |
4 | 0.021 | 0.043 | 0.993 | 0.142 | 0.434 | 0.565 |
5 | 0.008 | 0.044 | 0.973 | 0.364 | 0.618 | 0.611 |
6 | 0.056 | 0.001 | 0.998 | 0.582 | 0.831 | 0.718 |
7 | 0.007 | 0.034 | 1.000 | 0.015 | 0.216 | 0.266 |
8 | 0.011 | 0.041 | 1.000 | 0.171 | 0.433 | 0.393 |
9 | 0.007 | 0.029 | 1.000 | 0.346 | 0.565 | 0.471 |
10 | 0.011 | 0.128 | 1.000 | 0.218 | 0.543 | 0.631 |
11 | 0.004 | 0.163 | 1.000 | 0.343 | 0.677 | 0.484 |
12 | 0.013 | 0.161 | 1.000 | 0.505 | 0.383 | 0.529 |
13 | 0.002 | 0.242 | 0.774 | 0.191 | 0.822 | 1.000 |
14 | 0.001 | 0.211 | 0.767 | 0.394 | 1.000 | 0.599 |
15 | 0 | 0.352 | 0.931 | 0.861 | 0.658 | 0.989 |
16 | 0.241 | 0.001 | 1.000 | 0.276 | 0.655 | 0.755 |
17 | 0.305 | 0 | 1.000 | 0.445 | 0.816 | 0.540 |
18 | 0.295 | 0 | 1.000 | 0.598 | 0.451 | 0.628 |
19 | 0.002 | 0.298 | 1.000 | 0.243 | 0.141 | 0.683 |
20 | 0 | 0.361 | 1.000 | 0.475 | 0.484 | 0.766 |
21 | 0 | 0.321 | 1.000 | 0.625 | 0.521 | 0.705 |
22 | 0.113 | 0.004 | 1.000 | 0.177 | 0.637 | 0.519 |
23 | 0.111 | 0.003 | 1.000 | 0.357 | 0.387 | 0.587 |
24 | 0.114 | 0.002 | 1.000 | 0.507 | 0.533 | 0.455 |
25 | 0.272 | 0.002 | 0.774 | 0.143 | 1.000 | 0.785 |
26 | 0.050 | 0.016 | 0.897 | 0.475 | 0.558 | 1.000 |
27 | 0.262 | 0 | 0.989 | 0.826 | 0.982 | 0.685 |
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