Predictive Modeling of Energy Consumption for Cooling Ventilation in Livestock Buildings: A Machine Learning Approach

Predictive Modeling of Energy Consumption for Cooling Ventilation in Livestock Buildings: A Machine Learning Approach

This research developed a predictive model using NeuralProphet to estimate energy consumption in the ventilation system of a dairy cattle farm. The necessity for energy management in livestock farming has increased due to the growing energy demands associated with climate control systems. Approximat...

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Bibliographic Details
Main Authors: Carlos Alejandro Perez Garcia, Patrizia Tassinari, Daniele Torreggiani, Marco Bovo
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Energies
Subjects:
machine learning
energy efficiency
NeuralProphet
energy load forecast
cattle
Online Access:https://www.mdpi.com/1996-1073/18/3/633
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