Prediction of energy content of biomass based on hybrid machine learning ensemble algorithm

In this study, three novel ensemble algorithms, namely, simple averaging, weighted averaging, and meta-learning ensemble algorithms were employed to predict the higher heating value of biomass. These strategies were implemented in two main stages. In the first stage, four heterogeneous standalone mo...

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Bibliographic Details
Main Authors: Usman Alhaji Dodo, Evans Chinemezu Ashigwuike, Jonas Nwachukwu Emechebe, Sani Isah Abba
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Energy Nexus
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772427122001127