Hyeonjin Kim
College of Engineering
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Works (4)
Updated: November 27th, 2023 08:06
2023 article
A Modified Sequence-to-point HVAC Load Disaggregation Algorithm
2023 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM.
co-author countries:
United States of America 🇺🇸
author keywords: demand response; HVAC load; load disaggregation; machine learning; convolutional neural network (CNN); transfer learning
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: November 20, 2023
2023 article
An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data
2023 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE, ISGT.
co-author countries:
United States of America 🇺🇸
author keywords: HVAC system; Independent component analysis; Non-intrusive load monitoring; Smart meter data
Sources: Web Of Science, ORCID
Added: June 5, 2023
2023 article
Design Considerations of a Coordinative Demand Charge Mitigation Strategy
2023 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM.
co-author countries:
United States of America 🇺🇸
author keywords: demand reduction; demand response; load forecast; payback; peak demand probability.
Sources: Web Of Science, ORCID
Added: November 20, 2023
2021 journal article
Probabilistic Solar Power Forecasting Based on Bivariate Conditional Solar Irradiation Distributions
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 12(4), 2031–2041.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Forecasting; Predictive models; Probabilistic logic; Correlation; Gaussian processes; Solar power generation; Probabilistic forecasting; Solar power; Kriging technique; Offer strategy; Gaussian process; Gradient boosting
Source: Web Of Science
Added: October 12, 2021
