Lidong Song
College of Engineering
Works (6)
Updated: September 27th, 2024 05:01
2024 journal article
Under-Frequency Load Shedding for Power Reserve Management in Islanded Microgrids
IEEE TRANSACTIONS ON SMART GRID, 15(5), 4662–4673.
author keywords: Frequency control; Voltage control; Water heating; Load shedding; Smart meters; Reliability; Frequency modulation; Battery energy storage system (BESS); demand response (DR); frequency control; grid-forming; microgrid; phase balancing; power reserve; under-frequency load shedding (UFLS)
open access via arxiv.org (repository)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: September 16, 2024
2023 journal article
A Secure and Adaptive Hierarchical Multi-Timescale Framework for Resilient Load Restoration Using a Community Microgrid
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 14(2), 1057–1075.
author keywords: Active distribution networks; community microgrids; hybrid PV systems; load restoration; high-impact low-frequency events; secure operation; uncertainty; resiliency
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 1, 2023
2023 journal article
Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation
IEEE TRANSACTIONS ON SMART GRID, 15(2), 2251–2260.
author keywords: Conservation voltage reduction; deep learning; generative adversarial nets (GAN); gated convolution; generative adversarial network; missing data restoration; self-attention mechanism
TL;DR:
This paper introduces a Generative Adversarial Nets (GAN) based, Load Profile Inpainting Network (Load-PIN) for restoring missing load data segments and estimating the baseline for a demand response event and benchmark the performance of Load-PIN with five existing deep-learning methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 2, 2024
2023 journal article
MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations
IEEE TRANSACTIONS ON SMART GRID, 15(2), 2309–2320.
author keywords: Load modeling; Training; Transformers; Correlation; Data models; Generative adversarial networks; Predictive models; Data augmentation; generative adversarial networks; load profile group generation; machine learning; negative sample generation; synthetic data
TL;DR:
Simulation results show that MultiLoad-GAN can generate more realistic load profiles than existing approaches, especially in group level characteristics.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 2, 2024
2022 journal article
ProfileSR-GAN: A GAN Based Super-Resolution Method for Generating High-Resolution Load Profiles
IEEE TRANSACTIONS ON SMART GRID, 13(4), 3278–3289.
author keywords: Generative adversarial networks; Superresolution; Load modeling; Generators; Meteorology; Fluctuations; Data models; Generative adversarial networks; load profile generation; machine learning; non-intrusive load monitoring; super-resolution; synthetic data
TL;DR:
Results show that ProfileSR-GAN outperforms the state-of-the-art methods in all shape-based metrics and can achieve comparable performance with those methods in point-to-point matching accuracy, and the performance of a downstream task, non-intrusive load monitoring, can be significantly improved.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: July 11, 2022
2021 article
Maximum Power Reference Tracking Algorithm for Power Curtailment of Photovoltaic Systems
2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM).
author keywords: Maximum power point tracking; PV Power curtailment; PV system control; PV system modeling; Real-time simulation
TL;DR:
An algorithm for power curtailment of photovoltaic systems under fast solar irradiance intermittency based on the Perturb and Observe technique is presented, which indicates an operation with smaller overshoot, less dc-link voltage oscillations, and improved power reference tracking capability.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 26, 2022
Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.
Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.