37 citations · 41 across the 7 of their papers we have counts for
7 papers
Design Considerations of a Coordinative Demand Charge Mitigation Strategy
Rongxing Hu, Kai Ye, Hyeonjin Kim +4
This paper presents a coordinative demand charge mitigation (DCM) strategy for reducing electricity consumption during system peak periods. Available DCM resources include batterie…
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…
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…
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…
A Novel Power-Band based Data Segmentation Method for Enhancing Meter Phase and Transformer-Meter Pairing Identification
Han Pyo Lee, PJ Rehm, Matthew Makdad +2
This paper presents a novel power-band-based data segmentation (PBDS) method to enhance the identification of meter phase and meter-transformer pairing. Meters that share the same…
An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data
Hyeonjin Kim, Kai Ye, Han Pyo Lee +4
This paper presents an independent component analysis (ICA) based unsupervised-learning method for heat, ventilation, and air-conditioning (HVAC) load disaggregation using low-reso…
A Novel Data Segmentation Method for Data-driven Phase Identification
Han Pyo Lee, Mingzhi Zhang, Mesut Baran +4
This paper presents a smart meter phase identification algorithm for two cases: meter-phase-label-known and meter-phase-label-unknown. To improve the identification accuracy, a dat…