Geoscience ›› 2022, Vol. 36 ›› Issue (05): 1341-1350.DOI: 10.19657/j.geoscience.1000-8527.2021.076
• Coalbed Methane Geology and Development • Previous Articles Next Articles
ZHAI Jiayu1,2,3(), ZHANG Songhang1,2,3, TANG Shuheng1,2,3, GUO Huiqiu1,2,3, LIU Bing1,2,3, JI Chaoqi1,2,3
Received:
2021-03-08
Revised:
2021-05-24
Online:
2022-10-10
Published:
2022-11-03
CLC Number:
ZHAI Jiayu, ZHANG Songhang, TANG Shuheng, GUO Huiqiu, LIU Bing, JI Chaoqi. Origin and Productivity Response of Gas and Water in Coalbed Methane Field of Yuwang Block at Laochang, Yunnan Province[J]. Geoscience, 2022, 36(05): 1341-1350.
样号 | 最大日 产气量 /(m3/d) | 最大日 产水量 /(m3/d) | 累计产 水量/ m3 | 压裂 液量/ m3 | 气体组分/% | 稳定同位素含量/‰ | 干燥 系数 | Ro/% | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
甲烷 | 二氧化碳 | ||||||||||||||||
CH4 | C2H6 | N2 | CO2 | δ13C | δD | δ13C | δ18O | ||||||||||
LC-S1 | 120.675 | 1.977 | 582.97 | 1 086.3 | 97.70 | 0.05 | 1.13 | 1.12 | -34.2 | -111.7 | -11.7 | -5.3 | 0.999 | 3.11 | |||
LC-C4 | 692.258 | 4.756 | 722.50 | 1 400* | 97.25 | 0.03 | 1.47 | 1.25 | -33.3 | -112.6 | -10.0 | -5.6 | 0.999 | 3.08 | |||
LC-S2 | 808.957 | 5.221 | 549.38 | 1 116.9 | 98.07 | 0.04 | 0.65 | 1.24 | -34.0 | -113.1 | -10.4 | -6.9 | 0.999 | 3.16 | |||
LC-C1 | 335.938 | 4.532 | 410.08 | 1 400* | / | / | / | / | / | / | / | / | / | / | |||
LC-C3 | 423.063 | 9.854 | 4133.03 | 1 400* | 98.33 | 0.04 | 1.09 | 0.24 | -34.0 | -113.5 | -13.8 | -6.7 | 0.996 | 3.09 | |||
LC-C2 | 402.429 | 5.381 | 537.53 | 1 400* | 95.84 | 0.06 | 1.78 | 2.32 | -34.5 | -117.3 | -12.9 | -7.0 | 0.999 | 3.28 |
Table 1 Gas composition and isotopes content of CBM at Yuwang Block
样号 | 最大日 产气量 /(m3/d) | 最大日 产水量 /(m3/d) | 累计产 水量/ m3 | 压裂 液量/ m3 | 气体组分/% | 稳定同位素含量/‰ | 干燥 系数 | Ro/% | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
甲烷 | 二氧化碳 | ||||||||||||||||
CH4 | C2H6 | N2 | CO2 | δ13C | δD | δ13C | δ18O | ||||||||||
LC-S1 | 120.675 | 1.977 | 582.97 | 1 086.3 | 97.70 | 0.05 | 1.13 | 1.12 | -34.2 | -111.7 | -11.7 | -5.3 | 0.999 | 3.11 | |||
LC-C4 | 692.258 | 4.756 | 722.50 | 1 400* | 97.25 | 0.03 | 1.47 | 1.25 | -33.3 | -112.6 | -10.0 | -5.6 | 0.999 | 3.08 | |||
LC-S2 | 808.957 | 5.221 | 549.38 | 1 116.9 | 98.07 | 0.04 | 0.65 | 1.24 | -34.0 | -113.1 | -10.4 | -6.9 | 0.999 | 3.16 | |||
LC-C1 | 335.938 | 4.532 | 410.08 | 1 400* | / | / | / | / | / | / | / | / | / | / | |||
LC-C3 | 423.063 | 9.854 | 4133.03 | 1 400* | 98.33 | 0.04 | 1.09 | 0.24 | -34.0 | -113.5 | -13.8 | -6.7 | 0.996 | 3.09 | |||
LC-C2 | 402.429 | 5.381 | 537.53 | 1 400* | 95.84 | 0.06 | 1.78 | 2.32 | -34.5 | -117.3 | -12.9 | -7.0 | 0.999 | 3.28 |
样号 | 微量元素含量/10-6 | 水氢氧同位素/‰ | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Li | Ba | Cu | Mn | Mo | Rb | Sr | Ti | W | Zn | δD | δ18O | |
LC-S1 | 320 | 670 | 3 | 16 | 3 | 17 | 3 140 | 86 | 5 | 3 | -83.5 | -9.7 |
LC-C4 | 430 | 1 920 | 5 | 22 | 3 | 35 | 5 680 | 116 | 7 | 4 | -78.0 | -9.6 |
LC-S2 | 620 | 1 090 | 5 | 9 | 5 | 28 | 4 140 | 111 | 8 | 4 | -81.4 | -10.2 |
LC-C1 | 480 | 250 | 3 | 0.8 | 9 | 58 | 3 520 | 75 | 3 | 4 | -71.9 | -9.4 |
LC-C3 | 160 | 10 | 1 | 26 | 5 | 5 | 750 | 49 | 2 | 3 | -84.4 | -10.8 |
LC-C2 | 290 | 440 | 3 | 8 | 7 | 39 | 4 380 | 84 | 7 | 5 | -85.7 | -10.5 |
Table 2 Compositions of H-O isotopes and trace elements of produced water from the CBM wells at Yuwang Block
样号 | 微量元素含量/10-6 | 水氢氧同位素/‰ | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Li | Ba | Cu | Mn | Mo | Rb | Sr | Ti | W | Zn | δD | δ18O | |
LC-S1 | 320 | 670 | 3 | 16 | 3 | 17 | 3 140 | 86 | 5 | 3 | -83.5 | -9.7 |
LC-C4 | 430 | 1 920 | 5 | 22 | 3 | 35 | 5 680 | 116 | 7 | 4 | -78.0 | -9.6 |
LC-S2 | 620 | 1 090 | 5 | 9 | 5 | 28 | 4 140 | 111 | 8 | 4 | -81.4 | -10.2 |
LC-C1 | 480 | 250 | 3 | 0.8 | 9 | 58 | 3 520 | 75 | 3 | 4 | -71.9 | -9.4 |
LC-C3 | 160 | 10 | 1 | 26 | 5 | 5 | 750 | 49 | 2 | 3 | -84.4 | -10.8 |
LC-C2 | 290 | 440 | 3 | 8 | 7 | 39 | 4 380 | 84 | 7 | 5 | -85.7 | -10.5 |
主成分 | F1 | F2 | F3 | F4 | F5 |
---|---|---|---|---|---|
Li | 0.801 | 0.166 | -0.539 | -0.137 | 0.148 |
Ba | 0.788 | -0.558 | 0.004 | 0.250 | 0.077 |
Cu | 0.964 | -0.205 | -0.162 | -0.012 | 0.049 |
Mn | -0.408 | -0.843 | 0.202 | 0.191 | 0.215 |
Mo | -0.074 | 0.983 | 0.004 | 0.015 | 0.166 |
Rb | 0.572 | 0.735 | -0.036 | 0.358 | -0.055 |
Sr | 0.952 | -0.018 | 0.194 | 0.203 | -0.119 |
Ti | 0.947 | -0.311 | -0.069 | -0.023 | -0.033 |
W | 0.862 | -0.236 | 0.255 | -0.367 | -0.034 |
Zn | 0.625 | 0.525 | 0.557 | -0.090 | 0.127 |
特征值 | 5.628 | 3.026 | 0.776 | 0.430 | 0.140 |
方差贡献 率/% | 56.277 | 30.264 | 7.757 | 4.304 | 1.398 |
累计方差 贡献率/% | 56.277 | 86.541 | 94.298 | 98.602 | 100.000 |
Table 3 Principal component factor load rotation matrix,eigenvalue and variance contribution rate of produced water
主成分 | F1 | F2 | F3 | F4 | F5 |
---|---|---|---|---|---|
Li | 0.801 | 0.166 | -0.539 | -0.137 | 0.148 |
Ba | 0.788 | -0.558 | 0.004 | 0.250 | 0.077 |
Cu | 0.964 | -0.205 | -0.162 | -0.012 | 0.049 |
Mn | -0.408 | -0.843 | 0.202 | 0.191 | 0.215 |
Mo | -0.074 | 0.983 | 0.004 | 0.015 | 0.166 |
Rb | 0.572 | 0.735 | -0.036 | 0.358 | -0.055 |
Sr | 0.952 | -0.018 | 0.194 | 0.203 | -0.119 |
Ti | 0.947 | -0.311 | -0.069 | -0.023 | -0.033 |
W | 0.862 | -0.236 | 0.255 | -0.367 | -0.034 |
Zn | 0.625 | 0.525 | 0.557 | -0.090 | 0.127 |
特征值 | 5.628 | 3.026 | 0.776 | 0.430 | 0.140 |
方差贡献 率/% | 56.277 | 30.264 | 7.757 | 4.304 | 1.398 |
累计方差 贡献率/% | 56.277 | 86.541 | 94.298 | 98.602 | 100.000 |
参数 | Gmax | Wmax | CW | Li | Ba | Cu | Mn | Mo | Rb | Sr | Ti | W | Zn | δD | δ18O | F1 | F2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gmax | 1.00 | ||||||||||||||||
Wmax | 0.28 | 1.00 | |||||||||||||||
CW | 0.69 | 0.01 | 1.00 | ||||||||||||||
Li | 0.58 | -0.45 | 0.73 | 1.00 | |||||||||||||
Ba | 0.61 | -0.39 | 0.23 | 0.51 | 1.00 | ||||||||||||
Cu | 0.65 | -0.54 | 0.53 | 0.83 | 0.87 | 1.00 | |||||||||||
Mn | 0.08 | 0.44 | -0.27 | -0.57 | 0.22 | -0.24 | 1.00 | ||||||||||
Mo | -0.14 | 0.16 | -0.01 | 0.12 | -0.59 | -0.27 | -0.76 | 1.00 | |||||||||
Rb | 0.08 | -0.40 | -0.02 | 0.54 | 0.13 | 0.40 | -0.81 | 0.68 | 1.00 | ||||||||
Sr | 0.44 | -0.59 | 0.15 | 0.61 | 0.80 | 0.88 | -0.32 | -0.10 | 0.60 | 1.00 | |||||||
Ti | 0.60 | -0.57 | 0.46 | 0.74 | 0.91 | 0.99 | -0.15 | -0.38 | 0.31 | 0.89 | 1.00 | ||||||
W | 0.58 | -0.43 | 0.51 | 0.56 | 0.72 | 0.84 | -0.17 | -0.31 | 0.18 | 0.80 | 0.88 | 1.00 | |||||
Zn | 0.34 | -0.12 | 0.13 | 0.32 | 0.19 | 0.41 | -0.57 | 0.49 | 0.68 | 0.66 | 0.39 | 0.59 | 1.00 | ||||
δD | 0.10 | -0.25 | -0.01 | 0.55 | 0.17 | 0.30 | -0.46 | 0.43 | 0.73 | 0.29 | 0.18 | -0.21 | 0.07 | 1.00 | |||
δ18O | -0.14 | -0.76 | -0.14 | 0.53 | 0.43 | 0.50 | -0.37 | 0.01 | 0.61 | 0.53 | 0.46 | 0.07 | -0.02 | 0.78 | 1.00 | ||
F1 | 0.52 | -0.57 | 0.22 | 0.65 | 0.88 | 0.93 | -0.22 | -0.22 | 0.52 | 0.99 | 0.94 | 0.82 | 0.56 | 0.30 | 0.54 | 1.00 | |
F2 | -0.59 | 0.37 | -0.19 | -0.45 | -1.00 | -0.84 | -0.27 | 0.63 | -0.08 | -0.79 | -0.89 | -0.71 | -0.18 | -0.11 | -0.39 | -0.87 | 1.00 |
Table 4 Correlation coefficient matrix of coal bed methane production with isotopes and trace elements of the produced water
参数 | Gmax | Wmax | CW | Li | Ba | Cu | Mn | Mo | Rb | Sr | Ti | W | Zn | δD | δ18O | F1 | F2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gmax | 1.00 | ||||||||||||||||
Wmax | 0.28 | 1.00 | |||||||||||||||
CW | 0.69 | 0.01 | 1.00 | ||||||||||||||
Li | 0.58 | -0.45 | 0.73 | 1.00 | |||||||||||||
Ba | 0.61 | -0.39 | 0.23 | 0.51 | 1.00 | ||||||||||||
Cu | 0.65 | -0.54 | 0.53 | 0.83 | 0.87 | 1.00 | |||||||||||
Mn | 0.08 | 0.44 | -0.27 | -0.57 | 0.22 | -0.24 | 1.00 | ||||||||||
Mo | -0.14 | 0.16 | -0.01 | 0.12 | -0.59 | -0.27 | -0.76 | 1.00 | |||||||||
Rb | 0.08 | -0.40 | -0.02 | 0.54 | 0.13 | 0.40 | -0.81 | 0.68 | 1.00 | ||||||||
Sr | 0.44 | -0.59 | 0.15 | 0.61 | 0.80 | 0.88 | -0.32 | -0.10 | 0.60 | 1.00 | |||||||
Ti | 0.60 | -0.57 | 0.46 | 0.74 | 0.91 | 0.99 | -0.15 | -0.38 | 0.31 | 0.89 | 1.00 | ||||||
W | 0.58 | -0.43 | 0.51 | 0.56 | 0.72 | 0.84 | -0.17 | -0.31 | 0.18 | 0.80 | 0.88 | 1.00 | |||||
Zn | 0.34 | -0.12 | 0.13 | 0.32 | 0.19 | 0.41 | -0.57 | 0.49 | 0.68 | 0.66 | 0.39 | 0.59 | 1.00 | ||||
δD | 0.10 | -0.25 | -0.01 | 0.55 | 0.17 | 0.30 | -0.46 | 0.43 | 0.73 | 0.29 | 0.18 | -0.21 | 0.07 | 1.00 | |||
δ18O | -0.14 | -0.76 | -0.14 | 0.53 | 0.43 | 0.50 | -0.37 | 0.01 | 0.61 | 0.53 | 0.46 | 0.07 | -0.02 | 0.78 | 1.00 | ||
F1 | 0.52 | -0.57 | 0.22 | 0.65 | 0.88 | 0.93 | -0.22 | -0.22 | 0.52 | 0.99 | 0.94 | 0.82 | 0.56 | 0.30 | 0.54 | 1.00 | |
F2 | -0.59 | 0.37 | -0.19 | -0.45 | -1.00 | -0.84 | -0.27 | 0.63 | -0.08 | -0.79 | -0.89 | -0.71 | -0.18 | -0.11 | -0.39 | -0.87 | 1.00 |
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