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: Duran Siguenza, Juan Francisco, Minchala Avila, Luis Ismael
Format: ARTÍCULO
Language:es_ES
Published: 2024
Subjects:
Energy management system
Renewable energy
Forecast
Microgrid
Online Access:http://dspace.ucuenca.edu.ec/handle/123456789/44241
https://www.scopus.com/record/display.uri?eid=2-s2.0-85183321555&doi=10.3390%2fen17020486&origin=inward&txGid=ba7951cac78e82c760eeb6bdf5ef6fa7

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