Prediction of Biogas Production Volumes from Household Organic Waste Based on Machine Learning

Prediction of Biogas Production Volumes from Household Organic Waste Based on Machine Learning

The article proposes to use machine learning as one of the areas of artificial intelligence to forecast the volume of biogas production from household organic waste. The use of five regression algorithms (Linear Regression, Ridge Regression, Lasso Regression, Random Forest Regression, and Gradient B...

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Bibliographic Details
Main Authors: Inna Tryhuba, Anatoliy Tryhuba, Taras Hutsol, Agata Cieszewska, Oleh Andrushkiv, Szymon Glowacki, Andrzej Bryś, Sergii Slobodian, Weronika Tulej, Mariusz Sojak
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Energies
Subjects:
machine learning
forecasting
biogas
organic waste
households
Online Access:https://www.mdpi.com/1996-1073/17/7/1786

Internet

https://www.mdpi.com/1996-1073/17/7/1786

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