Search Results for author:
Found 5 papers, 0 papers with code
A Novel Vision Transformer based Load Profile Analysis using Load Images as Inputs
This paper introduces ViT4LPA, an innovative Vision Transformer (ViT) based approach for Load Profile Analysis (LPA).
BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles
To adopt a standard Transformer model structure for profile inpainting, we segment the load and temperature profiles into line segments, treating each segment as a word and the entire profile as a sentence.
Design Considerations of a Coordinative Demand Charge Mitigation Strategy
This paper presents a coordinative demand charge mitigation (DCM) strategy for reducing electricity consumption during system peak periods.
A Modified Sequence-to-point HVAC Load Disaggregation Algorithm
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 consumption.
An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data
The residual load profiles are processed using ICA for HVAC load extraction.
