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Trend analysis of academic research and technical development pertaining to gas hydrates

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Abstract

Recently, many countries have shown considerable interest in gas hydrates as an alternative energy source and have conducted many studies for exploring, drilling, and producing gas hydrates. In this paper, we investigate international R&D trend in gas hydrates in order to provide research direction by applying text clustering to the published papers and patent documents. In particular, our study examines research in the United States, where the most active research has been undertaken; Japan, a country that leads in technological development; and China, which has enormous resources of gas hydrates. This study delineates these countries’ expertise and changing R&D trends in gas hydrates. Our findings can provide insights for academic research and technical development regarding gas hydrates.

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References

  • Cao, W., & Bluth, C. (2013). Challenges and countermeasures of China’s energy security. Energy Policy, 53, 318–388.

    Article  Google Scholar 

  • Chang, P. L., Wu, C. C., & Leu, H. J. (2010). Using patent analyses to monitor the technological trends in an emerging field of technology: A case of carbon nanotube field emission display. Scientometrics, 82(1), 5–19.

    Article  Google Scholar 

  • Chen, D. Z., Chang, H. W., Huang, M. H., & Fu, F. C. (2005). Core technologies and key industries in Taiwan from 1978 to 2002: A perspective from patent analysis. Scientometrics, 64(1), 31–53.

    Article  Google Scholar 

  • Collett, T. S. (1993). Natural gas hydrates of the Prudhoe Bay and Kuparuk River area, North Slope, Alaska. American Association of Petroleum Geologists (AAPG) Bulletin, 77(5), 793–812.

    Google Scholar 

  • Du, Y.-H., & Guo, T. M. (1990). Prediction of the hydrate formation for systems containing methanol. Chemical Engineering Science, 45(4), 893–900.

    Article  Google Scholar 

  • Edquist, C. (Ed.). (1997). Systems of innovation approaches – Their emergence and characteristics. In Systems of innovation – Technologies, institutions and organizations (pp. 1–35). London: Pinter Publishers.

  • Fan, S. S., & Wang, J. Y. (2006). Progress of gas hydrate studies in China. The Chinese Journal of Process Engineering, 6(6), 997–1003.

    Google Scholar 

  • Guo, T. M. (1994). Discussion on the paper “modeling thermodynamics and kinetics of hydrate formation”. Annals of the New York Academy of Sciences, 715(1), 355–357.

    Article  Google Scholar 

  • Guo, T. M., Wu, B. H., Zhu, Y. H., Fan, S. S., & Chen, G. J. (2004). A review on the gas hydrate research in China. Journal of Petroleum Science and Engineering, 41(1), 11–20.

    Article  Google Scholar 

  • Karaaslan, U., Uluneye, E., & Parlaktuna, M. (2002). Effect of an anionic surfactant on different type of hydrate structures. Journal of Petroleum Science and Engineering, 35(1), 49–57.

    Article  Google Scholar 

  • Kelland, M. A. (2006). History of the development of low dosage hydrate inhibitors. Energy & Fuels, 20(3), 825–847.

    Article  Google Scholar 

  • Kim, D. H., & Lee, J. W. (2010). Gas hydrate R&D international trends and patent analysis. Journal of the Korean Society of Mineral and Energy Resources Engineers, 47(4), 464–474.

    Google Scholar 

  • Klauda, J. B., & Sandler, S. I. (2005). Global distribution of methane hydrate in ocean sediment. Energy & Fuels, 19(2), 459–470.

    Article  Google Scholar 

  • Kongthon, A. (2004). A text mining framework for discovering technological intelligence to support science and technology management. Doctoral dissertation, Georgia Institute of Technology.

  • Konno, Y., Oyama, H., Nagao, J., Masuda, Y., & Kurihara, M. (2010). Numerical analysis of the dissociation experiment of naturally occurring gas hydrate in sediment cores obtained at the Eastern Nankai Trough, Japan. Japan. Energy & Fuels, 24(12), 6353–6358.

    Article  Google Scholar 

  • Kvenvolden, K. A. (1998). A primer on the geological occurrence of gas hydrate. Geological Society, London, Special Publications, 137(1), 9–30.

    Article  Google Scholar 

  • Li, G. J., Chen, W., & Jin, B. (2011). Trend analysis on patent applications of natural gas hydrate. Kezaisheng Nengyuan (Renewable Energy Resources), 29(5), 145–148.

    MathSciNet  Google Scholar 

  • Li, H., & Yamanishi, K. (2003). Topic analysis using a finite mixture model. Information Processing and Management, 39(4), 521–541.

    Article  MATH  Google Scholar 

  • Liu, T., Liu, S., Chen, Z., Ma, W. Y. (2003). An evaluation on feature selection for text clustering. In The 20th international conference on machine learning, Washington, DC.

  • Lundvall, B-Å. (Ed.). (1992). User-producer relationships, national systems of innovation and internationalisation. In National systems of innovation: Towards a theory of innovation and interactive learning (pp. 45–67). London: Frances Pinter Publishers Ltd.

  • Magerman, T., Van Looy, B., & Song, X. (2010). Exploring the feasibility and accuracy of Latent Semantic Analysis based text mining techniques to detect similarity between patent documents and scientific publications. Scientometrics, 82(2), 289–306.

    Article  Google Scholar 

  • Makogon, Y. F. (1997). Hydrates of hydrocarbons (1st ed.). USA: Pennwell Books.

    Google Scholar 

  • Makogon, Y. F., Holditch, S. A., & Makogon, T. Y. (2007). Natural gas-hydrates—A potential energy source for the 21st Century. Journal of Petroleum Science and Engineering, 56(1), 14–31.

    Article  Google Scholar 

  • Milkov, A. V., & Sassen, R. (2001). Estimate of gas hydrate resource, Northwestern Gulf of Mexico continental slope. Marine Geology, 179(1), 71–83.

    Article  Google Scholar 

  • MH-21 Research Consortium: http://www.mh21japan.gr.jp/english.

  • Nelson, R. R., & Rosenberg, N. (1993). Technical innovation and national systems. In R. R. Nelson (Ed.), National innovation systems: A comparative analysis (pp. 3–21). New York: Oxford University Press.

  • Park, K. P. (2008). Gas hydrate exploration: Overview and status. Journal of the Korean Society of Mineral and Energy Resources Engineers, 45(5), 590–600.

    Google Scholar 

  • Sanders, A., & Devault, C. (2004). Using SAS at SAS: The mining of SAS technical support. SUGI 29.

  • Sassen, R., Losh, S. L., Cathles, L, I. I. I., Roberts, H. H., Whelan, J. K., Milkov, A. V., & DeFreitas, D. A. (2001a). Massive vein-filling gas hydrate: Relation to ongoing gas migration from the deep subsurface in the Gulf of Mexico. Marine and Petroleum Geology, 18(5), 551–560.

    Article  Google Scholar 

  • Sassen, R., Sweet, S. T., Milkov, A. V., Defreitas, D. A., Kennicutt, M. C., & Roberts, H. H. (2001b). Stability of thermogenic gas hydrate in the Gulf of Mexico: Constraints on models of climate change. In C. K. Paull & W. P. Dillon (Eds.), Natural gas hydrates: Occurrence, distribution, and detection (pp. 131–143). Washington: American Geophysical Union.

  • Song, Y., Yang, L., Zhao, J., Liu, W., Yang, M., Li, Y., et al. (2014). The status of natural gas hydrate research in China: A review. Renewable and Sustainable Energy Reviews, 31, 778–791.

    Article  Google Scholar 

  • Srivastava, A. N., & Sahami, M. (2010). Text mining: Classification, clustering, and applications. London: CRC Press.

    Google Scholar 

  • Tsatskin, A., & Balaban, O. (2008). Peak oil in the light of oil formation theories. Energy Policy, 36(6), 1826–1828.

    Article  Google Scholar 

  • Zhu, S., Okuno, Y., Tsujimoto, G., & Mamitsuka, H. (2005). A probabilistic model for mining implicit ‘chemical compound-gene’ relations from literature. Bioinformatics, 21(2), 245–251.

    Google Scholar 

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Acknowledgments

We appreciate the helpful discussion provided by Jungwoo Suh and Korea Institute of Geoscience and Mineral Resources. This work was supported by the National Research Foundation of Korea (NRF) Grant Funded by the Korea Government (MSIP) (2013R1A2A1A09004699).

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Correspondence to So Young Sohn.

Appendices

Appendix 1

See Table 7.

Table 7 Keywords for searching the published papers and patent documents

Appendix 2

See Table 8.

Table 8 The published paper keywords by cluster and by period

Appendix 3

See Table 9.

Table 9 Patent keywords by cluster and by period

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Seo, S.J., Han, E.J. & Sohn, S.Y. Trend analysis of academic research and technical development pertaining to gas hydrates. Scientometrics 105, 905–920 (2015). https://doi.org/10.1007/s11192-015-1709-0

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