Abstract
An improved Grey-based settlement predictor is promoted. Adopt Grey prediction as a forecasting means because of its fast calculation with a few of data inputs needed. However, our preliminary study shows that the general Grey model, GM (1,1) is inadequate to handle settlement prediction as its only adapt to the data with exponential law. In this paper, the prediction is improved significantly by adopting equal dimensionality information fill model aim at enhancing the prediction accuracy. The prediction is made on Chinese petroleum consumption in future.
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References
Asaoka A (1978) Observational procedure of settlement prediction. Soils Found 18(4):87–101
Deng JL (1982) Grey system fundamental method. Huazhong University of Science and Technology, Wuhan
Gao Y, Wang Z, Tao Z et al (2003) Estimation of non-statistical uncertainty in precision measurement using grey system theory. Int J Adv Manuf Technol 22(2):271–277
He Q-l (2002) Application of grey system theory in the safety evaluation of coal mines. Process Saf Sci Technol Part B 3:1065–1070
Li Y, Xu H, Zhang Yz (1994) The grey dynamic model and its application in the of grinding temperature. The first Asia Pacific and second Japan-China international conference on progress of cutting and grinding, Shanghai, China, 1994, pp 108–115
Liu C-w (2001) Application of grey system theory in mineral economics research. China University of Mining and Technology, Xuzhou, China, pp 813–816
Meng X-L, Sun L-X, Zhou D (2002) Application and improvement of grey theory for the assessment of environmental quality. J Harbin Inst Technol 34(5):700–702
Tavenas F, Leroueil S (1980) The behavior of embankments on clay foundations. Can Geotech J 17:236–260
Zhang Y-p, Zhang T-q, Gong X-n (1999) Grey prediction of settlement. Ind Constr 29(3):45–48, 57
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© 2013 Springer-Verlag Berlin Heidelberg
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Ma, Y., Sun, M. (2013). Application of Improved Grey Prediction Model for Chinese Petroleum Consumption. In: Qi, E., Shen, J., Dou, R. (eds) The 19th International Conference on Industrial Engineering and Engineering Management. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38391-5_18
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DOI: https://doi.org/10.1007/978-3-642-38391-5_18
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