Abstract
Lithology identification of coal-bearing Strata has been a difficult problem in the geology for a long time, especially in the deep sea area. So it is very significance for us to study the mathematics way to recognize the coal-bearing lithology of well logs. In this paper, BP-ANN was introduced to apply to the predicate the lithology. And take the Qiongdongnan Basin as an example, the Yc13-1-a1well samples was used. By the study of it, the result was found correctly. So this way is useful and may be popularized.
This work is partially supported by Key Laboratory of Marine Hydrocarbon Resources and Environmental Geology, Ministry of Land and Resources(.MRE201010).
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References
Huang, Z., Yang, F., Li, E.: Deconvolution check of gamma-ray log. Logging Technology 1, 38–47 (1982)
Huang, Z.: Use the method lecture of The apparent resistivity curve to study the coal-bearing sedimentary environment. Coal Geology & Exploration 2, 1–5 (1984)
Huang, Z., Chen, Y.: The application of coal logging information in analysising the sedimentary environment and studying the coal-forming belt. Geophysical and Geochemica Exploration 9(1), 49–57 (1985)
Huang, Z.: The application of using geophysical well logging data in anglicizing sedimentary environment, pp. 52–100. Geological publishing company, BJ (1986)
Huang, Z.: Analytical method lecture of Logging coal-bearing strata—Lecture One Physical properties of rocks in coal-bearing strata. Coal Geology & Exploration 1, 67–72 (1987)
Huang, Z.: Analytical method lecture of Logging coal-bearing strata—Lecture Two Analytical method of Logging coal quality. Coal Geology & Exploration 2, 65–71 (1987)
Huang, Z.: Analytical method lecture of Logging coal-bearing strata—Lecture Three Analytical method of Logging lithological characters. Coal Geology & Exploration 3, 62–66 (1987)
Huang, Z.: Analytical method lecture of Logging coal-bearing strata—Lecture Four Analytical method of Logging rock strength. Coal Geology & Exploration 4, 63–68 (1987)
Huang, Z.: Analytical method lecture of Logging coal-bearing strata—Lecture Five Analytical method of Logging sedimentary environment. Coal Geology & Exploration 5, 69–74 (1987)
Baoxun, G.: Research method lecture of the sedimentary environment of coal-bearing series—Lecture Seven Research of Logging curves. Coal Geology & Exploration 5, 67–72 (1986)
Heping, P., Huang, Z.: Log interpretation model of determining coalbed caoal quality parameters. Modern Geology 12(3), 447–450 (1998)
Duan, X., Huang, W.: Distinguishing Coal Beds and Fixing Thickness by Logging methods. Xinjiang You Se Jin Shu 30(zl)49–52 (2007)
Yang, K.: Interpretation of Logging for the Depositional Environment of Coal Formation 3 (1985)
Mazheng: Use Logs to determine sedimentary characters and to draw lithofacies map for a bed. Earth Science 11(3), 289–294 (1986)
Zhu, Z.: Application of the clustering methodology in the coal logging. Coal Geology of China 7(4), 88–101 (1995)
Shen, H., Qin, C., Wang, D.: Distinguishing methods for coal beds in Yacheng Formation of Qiongdongnan Basin. Acta Petrolei Sinica 31(4), 586–590 (2010)
Li, Z., He, Y., Liu, H.: Sedimentology characteristics and coal-forming models in Yacheng Formation of Qiongdongnan Basin. Acta Petrolei Sinica 31(4), 542–547 (2010)
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Dawei, L., Xigui, D., Zengxue, L., Haiyan, L., xiaoyan, C. (2011). Lithology Recognitions of Coal-Bearing Strata on BP-ANN in Qiongdongnan Basin, Sea of South China. In: Zeng, D. (eds) Applied Informatics and Communication. ICAIC 2011. Communications in Computer and Information Science, vol 224. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23214-5_73
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DOI: https://doi.org/10.1007/978-3-642-23214-5_73
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