Skieler Capezza

College of Engineering

Works (2)

Updated: October 1st, 2024 05:02

2024 article

Review of Fault Diagnosis based Protection Mechanisms for Battery Energy Storage Systems

2024 33RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, ISIE 2024.

By: S. Adasah*, Z. Wang *, S. Hu*, S. Capezza n, J. Shao* & M. Chow *

author keywords: Battery protection; fault diagnosis; fault detection; lithium-ion battery
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: September 23, 2024

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.

By: A. Joshi n , S. Capezza n, A. Alhaji n & M. Chow*

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)
Sources: Web Of Science, ORCID, Crossref, NC State University Libraries
Added: July 31, 2023

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