Data and knowledge fusion-driven Bayesian networks for interpretable fault diagnosis of HVAC systems

被引:1
|
作者
Wu, Daibiao [1 ]
Yang, Haidong [1 ]
Xu, Kangkang [1 ]
Meng, Xianbing [1 ]
Yin, Sihua [1 ]
Zhu, Chengjiu [1 ]
Jin, Xi [1 ]
机构
[1] School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou,510006, China
基金
中国国家自然科学基金;
关键词
D O I
10.1016/j.ijrefrig.2024.02.019
中图分类号
学科分类号
摘要
引用
收藏
页码:101 / 112
相关论文
共 50 条
  • [1] Data and knowledge fusion-driven Bayesian networks for interpretable fault diagnosis of HVAC systems
    Wu, Daibiao
    Yang, Haidong
    Xu, Kangkang
    Meng, Xianbing
    Yin, Sihua
    Zhu, Chengjiu
    Jin, Xi
    [J]. INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 161 : 101 - 112
  • [2] Data and knowledge fusion-driven Bayesian networks for interpretable fault diagnosis of HVAC systems
    Wu, Daibiao
    Yang, Haidong
    Xu, Kangkang
    Meng, Xianbing
    Yin, Sihua
    Zhu, Chengjiu
    Jin, Xi
    [J]. INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 161 : 101 - 112
  • [3] A Data and Knowledge Fusion-Driven Early Fault Warning Method for Traction Control Systems
    Shan, Nanliang
    Xu, Xinghua
    Bao, Xianqiang
    Cheng, Fei
    Liao, Tao
    Qiu, Shaohua
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2024, 2024
  • [4] A knowledge-guided and data-driven method for building HVAC systems fault diagnosis
    Li, Tingting
    Zhao, Yang
    Zhang, Chaobo
    Luo, Jing
    Zhang, Xuejun
    [J]. BUILDING AND ENVIRONMENT, 2021, 198
  • [5] Adaptive fusion graph convolutional network based interpretable fault diagnosis method for HVAC systems enhanced by unlabeled data
    Deng, Qiao
    Chen, Zhiwen
    Zhu, Wanting
    Li, Zefan
    Yuan, Yifeng
    Wang, Yalin
    [J]. Energy and Buildings, 2024, 324
  • [6] A Data-Driven Approach for Fault Diagnosis in HVAC Chiller Systems
    Beghi, Alessandro
    Brignoli, Riccardo
    Cecchinato, Luca
    Menegazzo, Gabriele
    Rampazzo, Mirco
    [J]. 2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 966 - 971
  • [7] Data-Driven Fault Detection and Diagnosis: Research and Applications for HVAC Systems in Buildings
    Rosato, Antonio
    Piscitelli, Marco Savino
    Capozzoli, Alfonso
    [J]. ENERGIES, 2023, 16 (02)
  • [8] A Review of Data-Driven Approaches and Techniques for Fault Detection and Diagnosis in HVAC Systems
    Matetic, Iva
    Stajduhar, Ivan
    Wolf, Igor
    Ljubic, Sandi
    [J]. SENSORS, 2023, 23 (01)
  • [9] Graph Feature Fusion-Driven Fault Diagnosis of Complex Process Industrial System Based on Multivariate Heterogeneous Data
    Zhang, Fengyuan
    Liu, Jie
    Lu, Xiang
    Li, Tao
    Li, Yi
    Sheng, Yongji
    Wang, Hu
    Liu, Yingwei
    [J]. SHOCK AND VIBRATION, 2024, 2024
  • [10] Combining knowledge and historical data for system-level fault diagnosis of HVAC systems
    Verbert, K.
    Babuska, R.
    De Schutter, B.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2017, 59 : 260 - 273