首页|期刊导航|建筑模拟（英文版）|Confidence-driven HVAC component recognition integrating LLMs and computer vision

Confidence-driven HVAC component recognition integrating LLMs and computer vision

Zeyu Zheng Jie Lu Fengtai He Bingyi Wang Zhen Yu Liang Ji Yang Zhao

建筑模拟（英文版）2026，Vol.19Issue(6)：1433-1453,21.

建筑模拟（英文版）2026，Vol.19Issue(6)：1433-1453,21.DOI:10.1007/s12273-026-1425-0

Confidence-driven HVAC component recognition integrating LLMs and computer vision

Zeyu Zheng ¹Jie Lu ¹Fengtai He ¹Bingyi Wang ¹Zhen Yu ²Liang Ji ³Yang Zhao⁴

作者信息

1. Institute of Refrigeration and Cryogenics,Zhejiang University,Hangzhou,China
2. China Academy of Building Research,Beijing,China
3. Shanghai Research Institute of Building Science,Shanghai,China
4. Institute 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
折叠

摘要

关键词

HVAC drawings/component recognition/large language model/computer vision/confidence-driven reasoning

Key words

HVAC drawings/component recognition/large language model/computer vision/confidence-driven reasoning

引用本文复制引用

Zeyu Zheng,Jie Lu,Fengtai He,Bingyi Wang,Zhen Yu,Liang Ji,Yang Zhao..Confidence-driven HVAC component recognition integrating LLMs and computer vision[J].建筑模拟（英文版）,2026,19(6):1433-1453,21.

基金项目

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). （No.2025C01059）

建筑模拟（英文版）

ISSN：1996-3599

访问量0

下载量0

段落导航