Research Article

Prediction of Heavy Oil Steam Stimulation Based on Data-Driven and Mechanism Model

Table 3

Ranking of characteristic variables affecting liquid production and water content.

RankingParameterRankingParameter

1Cumulative water production2Cumulative oil production
3Porosity4Initial formation temperature
5Well spacing density6Reservoir type
7Dynamic reserve8Primitive oil-bearing saturability
9Oil area10Original formation pressure
11Well distance12Surface crude oil viscosity
13Reservoir effective thickness14Permeability
15Production time16Annual turnover
17Startup well number18Reservoir buried depth
19Net total ratio of oil layers20Edge-bottom water
21Produced degree22Dynamic liquid surface
23Soaking time24Stroke times
25Stroke26Well pattern mode