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Prediction of the Oil Increment Of Fractured Wells By Genetic Neural Network

Shan Xian School of Petroleum Engineering;China University of Petroleum;Dong Ying

  Hydraulic fracturing is an effective way of increasing oil well production.In this paper,the factors affecting the performance of fractured wells were analyzed.A technique based on genetic algorithm (GA) and artificial neural network(ANN) was proposed to predict the oil increment of the fractured well.The genetic algorithm was integrated with the back-propagation algorithm to optimize the weights of neural network.The training result indicated that this model can solve the problem successively with high precision.……   
[关键词]:fracturing;neural network;genetic algorithm;influence factors
[文献类型]:会议论文
[文献出处]: 《第四届中国智能计算大会论文集2010年
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