Advancing Construction 3D Printing with Predictive Interlayer Bonding Strength: A Stacking Model Paradigm

Advancing Construction 3D Printing with Predictive Interlayer Bonding Strength: A Stacking Model Paradigm

To enhance the quality stability of 3D printing concrete, this study introduces a novel machine learning (ML) model based on a stacking strategy for the first time. The model aims to predict the interlayer bonding strength (IBS) of 3D printing concrete. The base models incorporate SVR, KNN, and GPR,...

Full description

Bibliographic Details
Main Authors: Dinglue Wu, Qiling Luo, Wujian Long, Shunxian Zhang, Songyuan Geng
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Materials
Subjects:
intelligent prediction
3D printing concrete
interlayer bonding strength
machine learning
stacking strategy
Online Access:https://www.mdpi.com/1996-1944/17/5/1033

Internet

https://www.mdpi.com/1996-1944/17/5/1033

Similar Items