An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision

This letter presents an optimization-based Heating, Ventilation, and Air Conditioning (HVAC) and PV disaggregation approach. This letter builds on the previous works of authors, which discuss HVAC disaggregation strategy for aggregated levels without requiring sub-metered information. This letter expands on previous works to discuss optimization-based HVAC disaggregation by varying PV penetration scenarios with joint disaggregation of HVAC load and PV.

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Publication Details

Journal
IEEE Transactions on Smart Grid
Published
2025-04-24
DOI
https://doi.org/10.1109/tsg.2025.3564103
Primary Topic
Smart Grid Energy Management
Type
article
Field-Weighted Citation Impact
0.00

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article

An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision

Min Yu, Di Wu, Ning Lü, Hyeonjin Kim
IEEE Transactions on Smart Grid
Smart Grid Energy Management
article

An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision

Min Yu, Di Wu, Ning Lü, Hyeonjin Kim
article en

Abstract

This letter presents an optimization-based Heating, Ventilation, and Air Conditioning (HVAC) and PV disaggregation approach. This letter builds on the previous works of authors, which discuss HVAC disaggregation strategy for aggregated levels without requiring sub-metered information. This letter expands on previous works to discuss optimization-based HVAC disaggregation by varying PV penetration scenarios with joint disaggregation of HVAC load and PV.

IEEE Transactions on Smart GridVol. 16(4)
North Carolina State University (US), Pacific Northwest National Laboratory (US)
National Science Foundation
Reduced inequalities
Openalex Percentile: Top 93%
Smart Grid Energy Management
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