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

作者：Hyeonjin Kim, Min Yu, Di Wu, Ning Lü · 发表于：IEEE Transactions on Smart Grid · 年份：2025 · DOI：10.1109/tsg.2025.3564103 · 被引用次数：4 · 研究领域：Smart Grid Energy Management、Building Energy and Comfort Optimization

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.