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.
Authors
- Min Yu (ORCID: https://orcid.org/0000-0002-0538-7297)
- Di Wu (ORCID: https://orcid.org/0000-0001-6955-4333)
- Ning Lü (ORCID: https://orcid.org/0000-0003-0125-0653)
- Hyeonjin Kim (ORCID: https://orcid.org/0000-0001-8040-4707)
Institutions
- North Carolina State University (US)
- Pacific Northwest National Laboratory (US)
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
Funders
- National Science Foundation