A Supervised Bidirectional Long Short-Term Memory Network for Data-Driven Dynamic Soft Sensor Modeling

被引：0
|
作者：
Lui, Chun Fai [1 ]
Liu, Yiqi [2 ]
Xie, Min [3 ]
机构：
[1] Department of Advanced Design and Systems Engineering, City University of Hong Kong, Hong Kong
[2] School of Automation Science and Engineering, South China University of Technology, Guangzhou, China
[3] Department of Advanced Design and Systems Engineering, School of Data Science, City University of Hong Kong, Hong Kong
来源：
IEEE Transactions on Instrumentation and Measurement | 2022年 / 71卷
关键词：
Data driven - Deep learning - Dynamic soft sensor - Long short-term memory - Quality prediction - Soft sensors - Soft-sensor modeling - Supervised BiLSTM;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Time series prediction method based on the bidirectional long short-term memory network
    Guan, Yepeng
    Su, Guangyao
    Sheng, Yi
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2024, 51 (03): : 103 - 112
  • [42] Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification
    Alkhawaldeh, Rami S.
    Al-Ahmad, Bilal
    Ksibi, Amel
    Ghatasheh, Nazeeh
    Abu-Taieh, Evon M.
    Aldehim, Ghadah
    Ayadi, Manel
    Alkhawaldeh, Samar M.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2023, 16 (01)
  • [43] Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification
    Rami S. Alkhawaldeh
    Bilal Al-Ahmad
    Amel Ksibi
    Nazeeh Ghatasheh
    Evon M. Abu-Taieh
    Ghadah Aldehim
    Manel Ayadi
    Samar M. Alkhawaldeh
    International Journal of Computational Intelligence Systems, 16
  • [44] Denoising of microseismic signal based on bidirectional long short-term memory neural network
    Li J.
    Wang W.
    Sheng L.
    Gao M.
    Shiyou Diqiu Wuli Kantan/Oil Geophysical Prospecting, 2023, 58 (02): : 285 - 294
  • [45] A bidirectional long short-term memory network for electron density diagnostic with double probe
    Wang, Jin
    Zhou, Yu
    Du, Qing Fu
    Chen, Jia Yu
    Xing, Zan Yang
    Li, Yan Hui
    Sun, Qi
    Guo, Xin
    Xie, Xin Yao
    Liu, Zhen Ping
    Li, Guo Jun
    Zhang, Qing He
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2023, 34 (12)
  • [46] Evolutionary Framework with Bidirectional Long Short-Term Memory Network for Stock Price Prediction
    Zheng, Hongying
    Wang, Hongyu
    Chen, Jianyong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [47] A Convolution Bidirectional Long Short-Term Memory Neural Network for Driver Emotion Recognition
    Du, Guanglong
    Wang, Zhiyao
    Gao, Boyu
    Mumtaz, Shahid
    Abualnaja, Khamael M.
    Du, Cuifeng
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (07) : 4570 - 4578
  • [48] Sentiment classification using attention mechanism and bidirectional long short-term memory network
    Wu, Peng
    Li, Xiaotong
    Ling, Chen
    Ding, Shengchun
    Shen, Si
    APPLIED SOFT COMPUTING, 2021, 112
  • [49] Online Prediction of Ship Behavior with Automatic Identification System Sensor Data Using Bidirectional Long Short-Term Memory Recurrent Neural Network
    Gao, Miao
    Shi, Guoyou
    Li, Shuang
    SENSORS, 2018, 18 (12)
  • [50] Long Short-Term Memory and Bidirectional Long Short-Term Memory Modeling and Prediction of Hexavalent and Total Chromium Removal Capacity Kinetics of Cupressus lusitanica Bark
    Cruz-Victoria, Juan Crescenciano
    Netzahuatl-Munoz, Alma Rosa
    Cristiani-Urbina, Eliseo
    SUSTAINABILITY, 2024, 16 (07)
12345