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Data-driven modeling and sensitivity analysis of pressure differential deviations in pharmaceutical cleanrooms under static conditions and dynamic disturbances

Yufan Chang Jie Zong Yan Hu Zhengtao Ai Weichao Zhang Wenxuan Zhao Zhongbing Liu Rongpeng Zhang

建筑模拟（英文版）2025，Vol.18Issue(8)：2019-2038,20.
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建筑模拟（英文版）2025，Vol.18Issue(8)：2019-2038,20.DOI:10.1007/s12273-025-1305-z

Data-driven modeling and sensitivity analysis of pressure differential deviations in pharmaceutical cleanrooms under static conditions and dynamic disturbances

Data-driven modeling and sensitivity analysis of pressure differential deviations in pharmaceutical cleanrooms under static conditions and dynamic disturbances

Yufan Chang 1Jie Zong 1Yan Hu 1Zhengtao Ai 1Weichao Zhang 2Wenxuan Zhao 3Zhongbing Liu 4Rongpeng Zhang3

作者信息

  • 1. Department of Building Environment and Energy,College of Civil Engineering,Hunan University,Changsha,Hunan,China||National Center for International Research Collaboration in Building Safety and Environment,Hunan University,Changsha,Hunan,China
  • 2. China Electronics System Engineering No.2 Construction Co.,Ltd.,Wuxi,Jiangsu,China
  • 3. School of Architecture and Planning,Hunan University,Changsha,Hunan,China
  • 4. Key Laboratory of Building Safety and Energy Efficiency of the Ministry of Education,Hunan University,Changsha,Hunan,China
  • 折叠

摘要

关键词

pharmaceutical cleanroom/pressure differential/field survey/data-driven modeling/sensitivity analysis

Key words

pharmaceutical cleanroom/pressure differential/field survey/data-driven modeling/sensitivity analysis

引用本文复制引用

Yufan Chang,Jie Zong,Yan Hu,Zhengtao Ai,Weichao Zhang,Wenxuan Zhao,Zhongbing Liu,Rongpeng Zhang..Data-driven modeling and sensitivity analysis of pressure differential deviations in pharmaceutical cleanrooms under static conditions and dynamic disturbances[J].建筑模拟（英文版）,2025,18(8):2019-2038,20.

基金项目

This study was supported by the Natural Science Foundation of Hunan Province of China(No.2024JJ9082)and by the Fundamental Research Funds for the Central Universities(No.531118010378). （No.2024JJ9082）

建筑模拟（英文版）

1996-3599

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