Forecast-Based Energy Management for Optimal Energy Dispatch in a Microgrid

Forecast-Based Energy Management for Optimal Energy Dispatch in a Microgrid

This article describes the development of an optimal and predictive energy management system (EMS) for a microgrid with a high photovoltaic (PV) power contribution. The EMS utilizes a predictive long-short-term memory (LSTM) neural network trained on real PV power and consumption data. Optimal EMS d...

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Bibliographic Details
Main Authors: Francisco Durán, Wilson Pavón, Luis Ismael Minchala
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Energies
Subjects:
energy management system
renewable energy
forecast
microgrid
Online Access:https://www.mdpi.com/1996-1073/17/2/486

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