2023 journal article

Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems


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)
Source: Web Of Science
Added: July 31, 2023

2018 journal article

Study of Poly(<i>N</i>-isopropylacrylamide-<i>co</i>-acrylic acid) (pNIPAM) Microgel Particle Induced Deformations of Tissue-Mimicking Phantom by Ultrasound Stimulation

Langmuir, 34(4), 1457–1465.

By: A. Joshi*, S. Nandi n, D. Chester n, A. Brown n & M. Muller n

MeSH headings : Acrylates / chemistry; Acrylic Resins / chemistry; Drug Delivery Systems; Gels / chemistry; Polymers / chemistry
TL;DR: It is demonstrated in tissue-mimicking phantoms that using ultrasound insonification causes deformations of ULC microgel particles, and increasing the degree of microgel cross-linking reduces the magnitude of the deformation and increases the optimal concentration required to achieve the largest amount of deformation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries, Crossref
Added: August 6, 2018

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