Hydrocarbon production dynamics forecasting using machine learning: A state-of-the-art review

Bin Liang,Jiang Liu,Junyu You, Jin Jia,Yi Pan,Hoonyoung Jeong

Fuel（2023）

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摘要

•A review of hydrocarbon production forecasting via machine learning is presented.•Fundamentals, variants, and practices of machine learning algorithms are discussed.•Challenges and prospects of prevailing machine learning algorithms are reported.

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关键词

AI,ANN,SVM,DCA,MFNN,MLP,BP,DNN,LSTM,GAN,CNN,FCNN,RNN,BPANN,NN,cDC-GAN,CONV-1D,GA,DE,SA,GSA,PSO,MPA,ICA,LM,BRA,MNN,HONN,HOSO,MLMVN,DLSTM,EEMD,FNN,BFGS,ORF,GOR,ADAM,WOPR,SGD,SVR,LSSVM,RSM,LR,RF,AdaBoost,GBDT,GBM,MORF,GBT,PCA,RREE

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