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个人信息Personal Information
讲师(高校)
教师英文名称:Ian
教师拼音名称:yanying
电子邮箱: 003169@nuist.edu.cn
所在单位:自动化学院
学历:博士研究生毕业
办公地点:学科楼3号楼N505
性别:男
联系方式:手机: 15205176357; 微信: 15205176357
职称:讲师(高校)
主要任职:电气工程及其自动化系副系主任;学院外事秘书;江苏省气象能源利用与控制工程技术研究中心秘书
毕业院校:康涅狄格大学
学科:控制理论与控制工程
Fault Diagnosis Framework for Air Handling Units based on the Integration of Dependency Matrices and PCA
点击次数:
所属单位:University of Connecticut
发表刊物:in Proceedings of 2014 IEEE Conference on Automation Science and Engineering
项目来源:National Science Foundation under Grant CCF-1331850
关键字:HVAC, AHU, fault diagnosis, PCA, D-matrix
摘要:As one of the major modules of Heating,
Ventilation and Air Conditioning systems (HVACs), the Air
Handling Unit (AHU) conditions the air and delivers it to rooms
to satisfy occupants’ comfort requirements. Fault diagnosis for
AHUs is challenging because the interactions among components
are complex. A fault may cause variations in variables of
different constituent components, thus making it difficult to
localize. To overcome this difficulty, in this paper, a model-based
and data-driven fault diagnosis method integrating the
Dependency-matrix (D-matrix) and Principal Component
Analysis (PCA)
全部作者:Peter B. Luh,Krishnna R. Pattipati
第一作者:Ying Yan
论文类型:期刊论文
学科门类:工学
一级学科:控制科学与工程
文献类型:C
是否译文:否
发表时间:2014-05-07
收录刊物:SCI