Analysis of sensor fault detection in chiller based on PCA method

被引：0
|
作者：
机构：
[1] Hu, Yunpeng
[2] Chen, Huanxin
[3] Zhou, Cheng
[4] Yang, Xiaoshuang
[5] Xu, Rongji
来源：
Chen, H. (chenhuanxin@tsinghua.org.cn) | 1600年 / Materials China卷 / 63期
关键词：
Cooling systems - Multivariant analysis - Principal component analysis - Automation;
D O I：
10.3969/j.issn.0438-1157.2012.z2.016
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
相关论文
共 50 条
  • [21] An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm
    Li, Guannan
    Hu, Yunpeng
    Chen, Huanxin
    Shen, Limei
    Li, Haorong
    Hu, Min
    Liu, Jiangyan
    Sun, Kaizheng
    ENERGY AND BUILDINGS, 2016, 116 : 104 - 113
  • [22] Fault Detection of Chiller Based on Improved KPCA
    Zhang, Nanhua
    Gao, Xuejin
    Li, Yafen
    Wang, Pu
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 2951 - 2955
  • [23] Sensor-fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method
    Wang, SW
    Cui, JT
    APPLIED ENERGY, 2005, 82 (03) : 197 - 213
  • [24] Study on Chiller Fault Detection and Diagnosis Method Based on KNN Algorithm and ANOVA
    Nhut, Le Minh
    Quan, Le Ha Dong
    INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND ROBOTICS RESEARCH, 2023, 12 (04): : 223 - 230
  • [25] Fault diagnosis method of chiller sensor deviation based on Inception-LSTM-Attention
    Li D.
    Liu G.
    Gao L.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2023, 54 (01): : 102 - 112
  • [26] The Fault Detection of Multi-Sensor Based on Multi-Scale PCA
    Wang, Zhanfeng
    Du, Hailian
    Lv, Feng
    Du, Wenxia
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4697 - 4700
  • [27] False alarm reducing in PCA method for sensor fault detection in a nuclear power plant
    Li, Wei
    Peng, Minjun
    Wang, Qingzhong
    ANNALS OF NUCLEAR ENERGY, 2018, 118 : 131 - 139
  • [28] Understanding PCA fault detection results by using expectation analysis method
    Wang, HQ
    Ping, L
    Yuan, ZX
    PROCEEDINGS OF THE 41ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 2002, : 4377 - 4382
  • [29] A PCA Based Fault Detection and Isolation Method for Train Locating System
    Liu Jiang
    Cai Bai-gen
    Tang Tao
    Wang Jian
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS, PTS 1 AND 2, 2010, : 688 - +
  • [30] Fault detection method based on variable sub-region PCA
    Wang L.
    Deng X.
    Xu Y.
    Zhong N.
    Huagong Xuebao, 10 (4300-4308): : 4300 - 4308
12345