A New Oilfield Production Prediction Method Based On GM(1,n)

作者：Liu, H. H.^*; Liu, Z. B.; Ding, X. F.

来源：Petroleum Science and Technology, 2014, 32(1): 22-28.

DOI：10.1080/10916466.2011.585357

• functional simulation
• grey forecast model
• neural network
• oilfield production forecast
• values updating

Oilfield production prediction is one of the most important contents in dynamic analysis of oilfield development. At first, the authors produce an improved neural network algorithm. It not only keeps the property of high predicting accuracy, but it also greatly improves the convergence rate by choosing a new searching direction. Then, by considering the shortcomings of the variation tendency of prediction indices, they combine it with the GM (1,1) prediction model and get a new functional simulation prediction method. At last, the authors put this new method into actual oilfield production prediction and gain good predicting results.

• 出版日期2014-1-1
• 单位西南石油大学