Non-hypothetical projection pursuit regression for the prediction of hydration heat of Portland-cement-based cementitious system

Non-hypothetical projection pursuit regression for the prediction of hydration heat of Portland-cement-based cementitious system

In this study, the non-hypothetical projection pursuit regression (NH-PPR) is proposed. The proposed NH-PPR model can predict the hydration heat based on the four cement phases, FA, SL, cement fineness and hydration time. The NH-PPR model is proposed by using the multiple layer iteration method and...

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Bibliographic Details
Main Authors: Can Qin, Jingwei Gong, Gangchuan Xie, Jianxin He, Liang Liu, Haihua Yang, Chuanling Deng
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Heliyon
Subjects:
Hydration heat
Non-assumptive projection pursuit regression
Portland cement based cementitious system
Ridge function
Iterative optimization method
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023066793

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http://www.sciencedirect.com/science/article/pii/S2405844023066793

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