Confidence-driven HVAC component recognition integrating LLMs and computer visionOA
Confidence-driven HVAC component recognition integrating LLMs and computer vision
Zeyu Zheng;Jie Lu;Fengtai He;Bingyi Wang;Zhen Yu;Liang Ji;Yang Zhao
Institute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,ChinaInstitute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,ChinaInstitute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,ChinaInstitute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,ChinaChina Academy of Building Research,Beijing,ChinaShanghai Research Institute of Building Science,Shanghai,ChinaInstitute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,China||Key Laboratory of Clean Energy and Carbon Neutrality of Zhejiang Province,Jiaxing Research Institute,Zhejiang University,Jiaxing,China
HVAC drawingscomponent recognitionlarge language modelcomputer visionconfidence-driven reasoning
HVAC drawingscomponent recognitionlarge language modelcomputer visionconfidence-driven reasoning
《建筑模拟（英文版）》 2026 (6)
1433-1453,21
This work is supported by"Pioneer"and"Leading Goose"R&D Program of Zhejiang(No.2025C01059),the National Natural Science Foundation of China(No.52161135202),Hangzhou Key Scientific Research Plan Project(No.2023SZD0028),the Basic Research Funds for the Central Government"Innovative Team of Zhejiang University"(No.2022FZZX01-09).
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