CIESC Journal ›› 2022, Vol. 73 ›› Issue (10): 4613-4624.DOI: 10.11949/0438-1157.20220768
• Energy and environmental engineering • Previous Articles Next Articles
Dong GUAN(), Linzhou ZHANG(), Suoqi ZHAO, Chunming XU
Received:
2022-05-31
Revised:
2022-07-14
Online:
2022-11-02
Published:
2022-10-05
Contact:
Linzhou ZHANG
通讯作者:
张霖宙
作者简介:
关冬(1993—),男,博士研究生,dongguan_cup@126.com
基金资助:
CLC Number:
Dong GUAN, Linzhou ZHANG, Suoqi ZHAO, Chunming XU. Dissipative particle dynamics simulation of the stability of heavy oil[J]. CIESC Journal, 2022, 73(10): 4613-4624.
关冬, 张霖宙, 赵锁奇, 徐春明. 重质油稳定性的耗散粒子动力学模拟[J]. 化工学报, 2022, 73(10): 4613-4624.
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Bead | A2 | A4 | A6 | N2 | N3 | N4 | N6 | NI5 | NI6 | O | R2 | R3 | S | T | W |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A2 | 25.0 | ||||||||||||||
A4 | 25.0 | 25.0 | |||||||||||||
A6 | 25.2 | 25.1 | 25.0 | ||||||||||||
N2 | 27.6 | 29.1 | 31.0 | 25.0 | |||||||||||
N3 | 27.2 | 28.0 | 29.5 | 25.1 | 25.0 | ||||||||||
N4 | 27.5 | 28.2 | 29.2 | 25.2 | 25.0 | 25.0 | |||||||||
N6 | 34.1 | 35.6 | 37.5 | 25.8 | 26.5 | 26.8 | 25.0 | ||||||||
NI5 | 25.9 | 25.7 | 25.4 | 32.1 | 31.2 | 32.2 | 42.7 | 25.0 | |||||||
NI6 | 27.5 | 27.0 | 26.6 | 36.3 | 34.5 | 36.2 | 49.1 | 25.3 | 25.0 | ||||||
O | 28.8 | 28.0 | 27.3 | 40.0 | 37.7 | 37.9 | 51.7 | 25.7 | 25.1 | 25.0 | |||||
R2 | 32.2 | 35.4 | 38.9 | 26.1 | 27.1 | 28.1 | 25.3 | 39.4 | 45.5 | 51.3 | 25.0 | ||||
R3 | 31.8 | 33.3 | 36.4 | 25.7 | 26.3 | 26.9 | 25.0 | 38.0 | 42.7 | 47.9 | 25.1 | 25.0 | |||
S | 25.1 | 25.3 | 25.7 | 27.3 | 26.5 | 26.4 | 31.9 | 26.9 | 29.0 | 30.3 | 32.5 | 30.8 | 25.0 | ||
T | 40.3 | 40.9 | 41.8 | 39.9 | 39.4 | 39.2 | 42.5 | 44.5 | 48.3 | 49.8 | 44.6 | 42.9 | 39.6 | 25.0 | |
W | 78.8 | 99.4 | 106.6 | 114.5 | 99.1 | 151.8 | 202.4 | 78.7 | 74.4 | 79.5 | 135.7 | 150.1 | 112.4 | 169.6 | 25.0 |
Table 1 Conservative force parameters between DPD beads
Bead | A2 | A4 | A6 | N2 | N3 | N4 | N6 | NI5 | NI6 | O | R2 | R3 | S | T | W |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A2 | 25.0 | ||||||||||||||
A4 | 25.0 | 25.0 | |||||||||||||
A6 | 25.2 | 25.1 | 25.0 | ||||||||||||
N2 | 27.6 | 29.1 | 31.0 | 25.0 | |||||||||||
N3 | 27.2 | 28.0 | 29.5 | 25.1 | 25.0 | ||||||||||
N4 | 27.5 | 28.2 | 29.2 | 25.2 | 25.0 | 25.0 | |||||||||
N6 | 34.1 | 35.6 | 37.5 | 25.8 | 26.5 | 26.8 | 25.0 | ||||||||
NI5 | 25.9 | 25.7 | 25.4 | 32.1 | 31.2 | 32.2 | 42.7 | 25.0 | |||||||
NI6 | 27.5 | 27.0 | 26.6 | 36.3 | 34.5 | 36.2 | 49.1 | 25.3 | 25.0 | ||||||
O | 28.8 | 28.0 | 27.3 | 40.0 | 37.7 | 37.9 | 51.7 | 25.7 | 25.1 | 25.0 | |||||
R2 | 32.2 | 35.4 | 38.9 | 26.1 | 27.1 | 28.1 | 25.3 | 39.4 | 45.5 | 51.3 | 25.0 | ||||
R3 | 31.8 | 33.3 | 36.4 | 25.7 | 26.3 | 26.9 | 25.0 | 38.0 | 42.7 | 47.9 | 25.1 | 25.0 | |||
S | 25.1 | 25.3 | 25.7 | 27.3 | 26.5 | 26.4 | 31.9 | 26.9 | 29.0 | 30.3 | 32.5 | 30.8 | 25.0 | ||
T | 40.3 | 40.9 | 41.8 | 39.9 | 39.4 | 39.2 | 42.5 | 44.5 | 48.3 | 49.8 | 44.6 | 42.9 | 39.6 | 25.0 | |
W | 78.8 | 99.4 | 106.6 | 114.5 | 99.1 | 151.8 | 202.4 | 78.7 | 74.4 | 79.5 | 135.7 | 150.1 | 112.4 | 169.6 | 25.0 |
编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M | 编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M | 编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.25 | 0.3 | 0.3 | 0.5 | 34 | 0.50 | 0.7 | 0.4 | 0.5 | 67 | 1.50 | 0.2 | 2.2 | 0.5 |
2 | 0.25 | 0.3 | 0.3 | 1.0 | 35 | 0.50 | 0.8 | 0.4 | 0.5 | 68 | 1.50 | 0.2 | 4.1 | 2.0 |
3 | 0.25 | 0.3 | 0.3 | 2.0 | 36 | 0.50 | 0.9 | 0.3 | 0.5 | 69 | 1.50 | 0.3 | 2.1 | 0.5 |
4 | 0.25 | 0.3 | 0.3 | 3.0 | 37 | 0.50 | 1.0 | 0.3 | 0.5 | 70 | 1.50 | 0.5 | 2.0 | 0.5 |
5 | 0.50 | 0.5 | 0.5 | 0.5 | 38 | 0.50 | 1.2 | 0.2 | 0.5 | 71 | 1.50 | 0.5 | 2.5 | 1.0 |
6 | 0.50 | 0.5 | 0.5 | 1.0 | 39 | 1.00 | 0.1 | 3.9 | 3.0 | 72 | 1.50 | 0.5 | 4.5 | 3.0 |
7 | 0.50 | 0.5 | 0.5 | 2.0 | 40 | 1.00 | 0.1 | 2.8 | 2.0 | 73 | 1.50 | 0.5 | 3.5 | 2.0 |
8 | 0.50 | 0.5 | 0.5 | 3.0 | 41 | 1.00 | 0.1 | 1.5 | 0.5 | 74 | 1.50 | 0.7 | 2.3 | 1.0 |
9 | 1.00 | 1.0 | 1.0 | 0.5 | 42 | 1.00 | 0.2 | 3.4 | 3.0 | 75 | 1.50 | 0.8 | 2.9 | 2.0 |
10 | 1.00 | 1.0 | 1.0 | 1.0 | 43 | 1.00 | 0.2 | 2.6 | 2.0 | 76 | 1.50 | 0.8 | 1.9 | 0.5 |
11 | 1.00 | 1.0 | 1.0 | 2.0 | 44 | 1.00 | 0.2 | 1.4 | 0.5 | 77 | 1.50 | 0.8 | 2.2 | 1.0 |
12 | 1.00 | 1.0 | 1.0 | 3.0 | 45 | 1.00 | 0.3 | 1.7 | 1.0 | 78 | 1.50 | 0.8 | 3.6 | 3.0 |
13 | 1.50 | 1.5 | 1.5 | 0.5 | 46 | 1.00 | 0.3 | 3.1 | 3.0 | 79 | 1.50 | 1.0 | 2.0 | 1.0 |
14 | 1.50 | 1.5 | 1.5 | 1.0 | 47 | 1.00 | 0.3 | 1.4 | 0.5 | 80 | 1.50 | 1.0 | 3.0 | 3.0 |
15 | 1.50 | 1.5 | 1.5 | 2.0 | 48 | 1.00 | 0.3 | 2.4 | 2.0 | 81 | 1.50 | 1.2 | 2.1 | 2.0 |
16 | 1.50 | 1.5 | 1.5 | 3.0 | 49 | 1.00 | 0.4 | 1.3 | 0.5 | 82 | 1.50 | 1.3 | 1.7 | 1.0 |
17 | 0.25 | 0.1 | 0.5 | 1.0 | 50 | 1.00 | 0.4 | 2.8 | 3.0 | 83 | 2.00 | 0.3 | 3.7 | 1.0 |
18 | 0.25 | 0.1 | 0.3 | 0.5 | 51 | 1.00 | 0.4 | 2.2 | 2.0 | 84 | 2.00 | 0.4 | 3.6 | 1.0 |
19 | 0.25 | 0.2 | 0.3 | 0.5 | 52 | 1.00 | 0.5 | 1.5 | 1.0 | 85 | 2.00 | 0.6 | 2.7 | 0.5 |
20 | 0.25 | 0.3 | 0.2 | 2.0 | 53 | 1.00 | 0.5 | 2.5 | 3.0 | 86 | 2.00 | 0.6 | 3.4 | 1.0 |
21 | 0.25 | 0.3 | 0.2 | 1.0 | 54 | 1.00 | 0.6 | 1.4 | 1.0 | 87 | 2.00 | 0.6 | 4.8 | 2.0 |
22 | 0.25 | 0.4 | 0.2 | 0.5 | 55 | 1.00 | 0.6 | 2.2 | 3.0 | 88 | 2.00 | 0.7 | 3.3 | 1.0 |
23 | 0.25 | 0.5 | 0.1 | 0.5 | 56 | 1.00 | 0.7 | 1.2 | 0.5 | 89 | 2.00 | 0.9 | 2.6 | 0.5 |
24 | 0.50 | 0.1 | 1.0 | 1.0 | 57 | 1.00 | 0.7 | 1.6 | 2.0 | 90 | 2.00 | 0.9 | 4.2 | 2.0 |
25 | 0.50 | 0.1 | 0.9 | 1.0 | 58 | 1.00 | 0.9 | 1.1 | 0.5 | 91 | 2.00 | 1.1 | 3.8 | 2.0 |
26 | 0.50 | 0.2 | 1.4 | 3.0 | 59 | 1.00 | 1.1 | 0.8 | 2.0 | 92 | 2.00 | 1.1 | 4.7 | 3.0 |
27 | 0.50 | 0.2 | 0.8 | 1.0 | 60 | 1.00 | 1.2 | 0.9 | 0.5 | 93 | 2.00 | 1.2 | 2.8 | 1.0 |
28 | 0.50 | 0.3 | 0.6 | 0.5 | 61 | 1.00 | 1.3 | 0.4 | 2.0 | 94 | 2.00 | 1.2 | 4.4 | 3.0 |
29 | 0.50 | 0.3 | 0.7 | 1.0 | 62 | 1.00 | 1.4 | 0.8 | 0.5 | 95 | 2.00 | 1.3 | 2.4 | 0.5 |
30 | 0.50 | 0.3 | 0.9 | 2.0 | 63 | 1.00 | 1.4 | 0.2 | 2.0 | 96 | 2.00 | 1.3 | 3.4 | 2.0 |
31 | 0.50 | 0.4 | 0.6 | 0.5 | 64 | 1.00 | 1.5 | 0.5 | 1.0 | 97 | 2.00 | 1.4 | 2.6 | 1.0 |
32 | 0.50 | 0.4 | 0.8 | 3.0 | 65 | 1.50 | 0.1 | 4.3 | 2.0 | 98 | 2.00 | 1.4 | 3.8 | 3.0 |
33 | 0.50 | 0.6 | 0.5 | 0.5 | 66 | 1.50 | 0.1 | 2.2 | 0.5 | 99 | 2.00 | 1.5 | 3.0 | 2.0 |
Table 2 Simulation systems
编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M | 编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M | 编号 | C.I.I. | 沥青质/胶质 | 饱和分/芳香分 | M |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.25 | 0.3 | 0.3 | 0.5 | 34 | 0.50 | 0.7 | 0.4 | 0.5 | 67 | 1.50 | 0.2 | 2.2 | 0.5 |
2 | 0.25 | 0.3 | 0.3 | 1.0 | 35 | 0.50 | 0.8 | 0.4 | 0.5 | 68 | 1.50 | 0.2 | 4.1 | 2.0 |
3 | 0.25 | 0.3 | 0.3 | 2.0 | 36 | 0.50 | 0.9 | 0.3 | 0.5 | 69 | 1.50 | 0.3 | 2.1 | 0.5 |
4 | 0.25 | 0.3 | 0.3 | 3.0 | 37 | 0.50 | 1.0 | 0.3 | 0.5 | 70 | 1.50 | 0.5 | 2.0 | 0.5 |
5 | 0.50 | 0.5 | 0.5 | 0.5 | 38 | 0.50 | 1.2 | 0.2 | 0.5 | 71 | 1.50 | 0.5 | 2.5 | 1.0 |
6 | 0.50 | 0.5 | 0.5 | 1.0 | 39 | 1.00 | 0.1 | 3.9 | 3.0 | 72 | 1.50 | 0.5 | 4.5 | 3.0 |
7 | 0.50 | 0.5 | 0.5 | 2.0 | 40 | 1.00 | 0.1 | 2.8 | 2.0 | 73 | 1.50 | 0.5 | 3.5 | 2.0 |
8 | 0.50 | 0.5 | 0.5 | 3.0 | 41 | 1.00 | 0.1 | 1.5 | 0.5 | 74 | 1.50 | 0.7 | 2.3 | 1.0 |
9 | 1.00 | 1.0 | 1.0 | 0.5 | 42 | 1.00 | 0.2 | 3.4 | 3.0 | 75 | 1.50 | 0.8 | 2.9 | 2.0 |
10 | 1.00 | 1.0 | 1.0 | 1.0 | 43 | 1.00 | 0.2 | 2.6 | 2.0 | 76 | 1.50 | 0.8 | 1.9 | 0.5 |
11 | 1.00 | 1.0 | 1.0 | 2.0 | 44 | 1.00 | 0.2 | 1.4 | 0.5 | 77 | 1.50 | 0.8 | 2.2 | 1.0 |
12 | 1.00 | 1.0 | 1.0 | 3.0 | 45 | 1.00 | 0.3 | 1.7 | 1.0 | 78 | 1.50 | 0.8 | 3.6 | 3.0 |
13 | 1.50 | 1.5 | 1.5 | 0.5 | 46 | 1.00 | 0.3 | 3.1 | 3.0 | 79 | 1.50 | 1.0 | 2.0 | 1.0 |
14 | 1.50 | 1.5 | 1.5 | 1.0 | 47 | 1.00 | 0.3 | 1.4 | 0.5 | 80 | 1.50 | 1.0 | 3.0 | 3.0 |
15 | 1.50 | 1.5 | 1.5 | 2.0 | 48 | 1.00 | 0.3 | 2.4 | 2.0 | 81 | 1.50 | 1.2 | 2.1 | 2.0 |
16 | 1.50 | 1.5 | 1.5 | 3.0 | 49 | 1.00 | 0.4 | 1.3 | 0.5 | 82 | 1.50 | 1.3 | 1.7 | 1.0 |
17 | 0.25 | 0.1 | 0.5 | 1.0 | 50 | 1.00 | 0.4 | 2.8 | 3.0 | 83 | 2.00 | 0.3 | 3.7 | 1.0 |
18 | 0.25 | 0.1 | 0.3 | 0.5 | 51 | 1.00 | 0.4 | 2.2 | 2.0 | 84 | 2.00 | 0.4 | 3.6 | 1.0 |
19 | 0.25 | 0.2 | 0.3 | 0.5 | 52 | 1.00 | 0.5 | 1.5 | 1.0 | 85 | 2.00 | 0.6 | 2.7 | 0.5 |
20 | 0.25 | 0.3 | 0.2 | 2.0 | 53 | 1.00 | 0.5 | 2.5 | 3.0 | 86 | 2.00 | 0.6 | 3.4 | 1.0 |
21 | 0.25 | 0.3 | 0.2 | 1.0 | 54 | 1.00 | 0.6 | 1.4 | 1.0 | 87 | 2.00 | 0.6 | 4.8 | 2.0 |
22 | 0.25 | 0.4 | 0.2 | 0.5 | 55 | 1.00 | 0.6 | 2.2 | 3.0 | 88 | 2.00 | 0.7 | 3.3 | 1.0 |
23 | 0.25 | 0.5 | 0.1 | 0.5 | 56 | 1.00 | 0.7 | 1.2 | 0.5 | 89 | 2.00 | 0.9 | 2.6 | 0.5 |
24 | 0.50 | 0.1 | 1.0 | 1.0 | 57 | 1.00 | 0.7 | 1.6 | 2.0 | 90 | 2.00 | 0.9 | 4.2 | 2.0 |
25 | 0.50 | 0.1 | 0.9 | 1.0 | 58 | 1.00 | 0.9 | 1.1 | 0.5 | 91 | 2.00 | 1.1 | 3.8 | 2.0 |
26 | 0.50 | 0.2 | 1.4 | 3.0 | 59 | 1.00 | 1.1 | 0.8 | 2.0 | 92 | 2.00 | 1.1 | 4.7 | 3.0 |
27 | 0.50 | 0.2 | 0.8 | 1.0 | 60 | 1.00 | 1.2 | 0.9 | 0.5 | 93 | 2.00 | 1.2 | 2.8 | 1.0 |
28 | 0.50 | 0.3 | 0.6 | 0.5 | 61 | 1.00 | 1.3 | 0.4 | 2.0 | 94 | 2.00 | 1.2 | 4.4 | 3.0 |
29 | 0.50 | 0.3 | 0.7 | 1.0 | 62 | 1.00 | 1.4 | 0.8 | 0.5 | 95 | 2.00 | 1.3 | 2.4 | 0.5 |
30 | 0.50 | 0.3 | 0.9 | 2.0 | 63 | 1.00 | 1.4 | 0.2 | 2.0 | 96 | 2.00 | 1.3 | 3.4 | 2.0 |
31 | 0.50 | 0.4 | 0.6 | 0.5 | 64 | 1.00 | 1.5 | 0.5 | 1.0 | 97 | 2.00 | 1.4 | 2.6 | 1.0 |
32 | 0.50 | 0.4 | 0.8 | 3.0 | 65 | 1.50 | 0.1 | 4.3 | 2.0 | 98 | 2.00 | 1.4 | 3.8 | 3.0 |
33 | 0.50 | 0.6 | 0.5 | 0.5 | 66 | 1.50 | 0.1 | 2.2 | 0.5 | 99 | 2.00 | 1.5 | 3.0 | 2.0 |
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