Random Forest and Whale Optimization Algorithm to Predict the Invalidation Risk of Backfilling Pipeline

Random Forest and Whale Optimization Algorithm to Predict the Invalidation Risk of Backfilling Pipeline

The problem of backfilling pipeline invalidation has become a bottleneck restricting the application and development of backfilling technology. This study applied the whale optimization algorithm and random forest (WOA–RF) to predict the invalidation risk of backfilling pipelines based on 59 dataset...

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Bibliographic Details
Main Authors: Weijun Liu, Zhixiang Liu, Zida Liu, Shuai Xiong, Shuangxia Zhang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
the invalidation risk of a backfilling pipeline
whale optimization algorithm
random forest
machine learning model
Online Access:https://www.mdpi.com/2227-7390/11/7/1636

Internet

https://www.mdpi.com/2227-7390/11/7/1636

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