Research on TOC Log Evaluation Method Based on PCA-BP Neural Network

Research on TOC Log Evaluation Method Based on PCA-BP Neural Network

The organic carbon content is the main parameter to evaluate the potential of hydrocarbon source rocks. The commonly used TOC logging inversion model is difficult to deeply analyze the complex collinearity relationship between logging curves, which restricts the comprehensive evaluation effect of mu...

Full description

Saved in:
Bibliographic Details
Main Authors: SHANG Yazhou, XU Duonian, ZHANG Zhaohui, LIU Jianyu, ZHAO Wenwen
Format: Article
Language:zho
Published: Editorial Office of Well Logging Technology 2024-08-01
Series:Cejing jishu
Subjects:
pca-bp neural network
organic carbon content
log evaluation
reduction dimension
decollinearity
Online Access:https://www.cnpcwlt.com/#/digest?ArticleID=5617
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items