Production Capacity Prediction Method of Shale Oil Based on Machine Learning Combination Model

被引：0
|
作者：
Qian, Qin [1 ]
Lu, Mingjing [1 ]
Zhong, Anhai [1 ]
Yang, Feng [1 ]
He, Wenjun [1 ]
Li, Min [1 ]
机构：
[1] Institute of Shengli Oilfield, SINOPEC, Dongying,257000, China
来源：
Energy Engineering: Journal of the Association of Energy Engineering | 2024年 / 121卷 / 08期
关键词：
Compendex;
D O I：
10.32604/ee.2024.049430
中图分类号：
学科分类号：
摘要：
Hydraulic fracturing
引用
收藏
页码：2167 / 2190
相关论文
共 50 条
  • [31] Machine learning model based collapse pressure prediction method for inclined wells
    Ma T.
    Zhang D.
    Yang Y.
    Chen Y.
    Natural Gas Industry, 2023, 43 (09) : 119 - 131
  • [32] Blood glucose prediction based on imagingphotoplethysmography in combination with Machine learning
    Nie, Zihan
    Rong, Meng
    Li, Kaiyang
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 79
  • [33] Lithium-Ion Battery Capacity Prediction Method Based on Improved Extreme Learning Machine
    Liu, Zhengyu
    Huang, Zaijun
    Tang, Liandong
    Wang, Hao
    JOURNAL OF ELECTROCHEMICAL ENERGY CONVERSION AND STORAGE, 2025, 22 (01)
  • [34] Prediction of methane adsorption in shale: Classical models and machine learning based models
    Meng, Meng
    Zhong, Ruizhi
    Wei, Zhili
    FUEL, 2020, 278
  • [35] A Novel Ensemble Machine Learning Model for Oil Production Prediction with Two-Stage Data Preprocessing
    Fan, Zhe
    Liu, Xiusen
    Wang, Zuoqian
    Liu, Pengcheng
    Wang, Yanwei
    PROCESSES, 2024, 12 (03)
  • [36] Machine learning-based model for moment capacity prediction and reliability analysis of PSC beams
    Tran, Viet-Linh
    Thai, Duc-Kien
    Kim, Jin-Kook
    STRUCTURES, 2024, 62
  • [37] Practical machine learning-based prediction model for axial capacity of square CFST columns
    Le, Tien-Thinh
    MECHANICS OF ADVANCED MATERIALS AND STRUCTURES, 2022, 29 (12) : 1782 - 1797
  • [38] A machine learning and experimental-based model for prediction of soil sorption capacity toward phenanthrene
    Lai, Xinyi
    Zhou, Pengfei
    Kong, Yi
    Wu, Bang
    Zhang, Qian
    Cui, Xinyi
    ENVIRONMENTAL RESEARCH, 2024, 244
  • [39] Spatial and temporal variation and prediction of ecological carrying capacity based on machine learning and PLUS model
    Zhang, Ze
    Hu, Baoqing
    Jiang, Weiguo
    Qiu, Haihong
    ECOLOGICAL INDICATORS, 2023, 154
  • [40] Machine learning based prediction model for the pile bearing capacity of saline soils in cold regions
    Deng, Yousheng
    Zhang, Keqin
    Feng, Zhongju
    Zhang, Wen
    Zou, Xinjun
    Zhao, Huiling
    STRUCTURES, 2024, 59
12345