DOE OSTI · 2583170
An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision
Abstract
Here, 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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Kim, Hyeonjin [North Carolina State University, Raleigh, NC (United States)] (ORCID:0000000180404707), Yu, Min Gyung [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000205387297), Wu, Di [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000169554333), Lu, Ning [North Carolina State University, Raleigh, NC (United States)] (ORCID:0000000301250653). 2025-04-24. An Optimization-Based HVAC Load and PV Disaggregation Methodology With Contextual Supervision. https://doi.org/10.1109/tsg.2025.3564103
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