37 citations · 41 across the 6 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
eess.SY2022★ 1 cited
A Modified Sequence-to-point HVAC Load Disaggregation Algorithm
Kai Ye, Hyeonjin Kim, Yi Hu +3
This paper presents a modified sequence-to-point (S2P) algorithm for disaggregating the heat, ventilation, and air conditioning (HVAC) load from the total building electricity cons…
eess.SP2022★ 2 cited
Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation
Yiyan Li, Lidong Song, Yi Hu +4
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…
eess.SP2022★ 37 cited
MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations
Yi Hu, Yiyan Li, Lidong Song +5
This paper presents a deep-learning framework, Multi-load Generative Adversarial Network (MultiLoad-GAN), for generating a group of synthetic load profiles (SLPs) simultaneously. T…