Ahmad ALhaji
College of Engineering
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Works (1)
Updated: April 5th, 2024 17:39
2023 journal article
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 10(7), 1513–1529.
author keywords: ~Consensus; energy management system (EMS); reinforcement learning; supervised learning
TL;DR:
This paper presents an overview of existing conventional and AI-based techniques for energy management systems in microgrids, and summarizes machine learning techniques such as ANNs, federated learning, LSTMs, RNNs, and reinforcement learning for EMS objectives such as economic dispatch, optimal power flow, and scheduling.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Source: Web Of Science
Added: July 31, 2023
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