Neural network-based feedforward control of two-stage heat exchange process

被引:0
|
作者
Blazina, A
Bolf, N
机构
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
An approach to the neural network-based feedforward control of a two-stage heat exchange process is presented, When pressure change occurs in the distillation column, the disturbance causes a variation of material balance that produces undesirable material and heat inbalance. The task is fulfilled first by developing a mathematical model in a traditional way, followed by the implementation of a neural network multilayer feedforward-based controller. The dynamics and unsteady state are investigated.
引用
收藏
页码:25 / 29
页数:5
相关论文
共 50 条
  • [1] A Two-Stage Neural Network-Based Cold Start Item Recommender
    Tsai, Chieh-Yuan
    Chiu, Yi-Fan
    Chen, Yu-Jen
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (09):
  • [2] A comparative analysis on artificial neural network-based two-stage clustering
    Chang, Cheng-Ching
    Chen, Ssu-Han
    [J]. COGENT ENGINEERING, 2015, 2 (01):
  • [3] Refining 3D models using a two-stage neural network-based iterative process
    Loh, A.W.K.
    Robey, M.C.
    West, G.A.
    [J]. Proceedings - International Conference on Pattern Recognition, 2002, 16 (01): : 172 - 175
  • [4] Refining 3D models using a two-stage neural network-based iterative process
    Loh, AWK
    Robey, MC
    West, GA
    [J]. 16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL I, PROCEEDINGS, 2002, : 172 - 175
  • [5] Two-Stage Dilated Convolutional Neural Network-Based Detector for OFDM-IM
    Du, Ruiyan
    Wang, Huifang
    Wang, Shiyi
    Shi, Baozhu
    Duan, Zhuoyao
    Liu, Fulai
    [J]. IEEE Transactions on Green Communications and Networking, 2024, 8 (04): : 1852 - 1861
  • [6] Neural network based feedforward adapter for batch process control
    Ling, B
    [J]. IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL IV, 2000, : 305 - 310
  • [7] Modified Independent Component Analysis and Bayesian Network-Based Two-Stage Fault Diagnosis of Process Operations
    Yu, Hongyang
    Khan, Faisal
    Garaniya, Vikram
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2015, 54 (10) : 2724 - 2742
  • [8] Video event classification based on two-stage neural network
    Zhang, Lei
    Xiang, Xuezhi
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (29-30) : 21471 - 21486
  • [9] Video event classification based on two-stage neural network
    Lei Zhang
    Xuezhi Xiang
    [J]. Multimedia Tools and Applications, 2020, 79 : 21471 - 21486
  • [10] A Convolutional Neural Network based Two-stage Document Deblurring
    Jiao, Jile
    Sun, Jun
    Satoshi, Naoi
    [J]. 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, : 703 - 707