Bioprocess supervision: Neural networks and knowledge based systems

被引：39
|
作者：
Glassey, J [1 ]
Ignova, M [1 ]
Ward, AC [1 ]
Montague, GA [1 ]
Morris, AJ [1 ]
机构：
[1] UNIV NEWCASTLE UPON TYNE,DEPT MICROBIOL,NEWCASTLE TYNE NE1 7RU,TYNE & WEAR,ENGLAND
来源：
JOURNAL OF BIOTECHNOLOGY | 1997年 / 52卷 / 03期
关键词：
bioprocess monitoring; supervision; artificial neural networks; knowledge based systems; pattern recognition;
D O I：
10.1016/S0168-1656(96)01645-8
中图分类号：
Q81 [生物工程学（生物技术）]; Q93 [微生物学];
学科分类号：
071005 ; 0836 ; 090102 ; 100705 ;
摘要：
Supervision of highly non-linear and time variant bioprocesses is of considerable importance to bioindustries as a means of achieving improved productivity and reduced process variability. Artificial intelligence methodologies, including artificial neural networks and knowledge based systems, can contribute significantly to the achievement of these objectives. (C) 1997 Elsevier Science B.V.
引用
收藏
页码：201 / 205
页数：5
相关论文
共 50 条
  • [21] Online cross-layer knowledge distillation on graph neural networks with deep supervision
    Guo, Jiongyu
    Chen, Defang
    Wang, Can
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (30): : 22359 - 22374
  • [22] Functional nodes in dynamic neural networks for bioprocess modelling
    Fellner, M
    Delgado, A
    Becker, T
    BIOPROCESS AND BIOSYSTEMS ENGINEERING, 2003, 25 (05) : 263 - 270
  • [23] Knowledge Graph Random Neural Networks for Recommender Systems
    Ma, Ruixin
    Guo, Fangqing
    Li, Zeyang
    Zhao, Liang
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 201
  • [24] On-line adaptation of neural networks for bioprocess control
    Gadkar, KG
    Mehra, S
    Gomes, J
    COMPUTERS & CHEMICAL ENGINEERING, 2005, 29 (05) : 1047 - 1057
  • [25] Functional nodes in dynamic neural networks for bioprocess modelling
    M. Fellner
    A. Delgado
    T. Becker
    Bioprocess and Biosystems Engineering, 2003, 25 : 263 - 270
  • [26] KNOWLEDGE-BASED ARTIFICIAL NEURAL NETWORKS
    TOWELL, GG
    SHAVLIK, JW
    ARTIFICIAL INTELLIGENCE, 1994, 70 (1-2) : 119 - 165
  • [27] Introduction to knowledge-based neural networks
    Fu, LM
    KNOWLEDGE-BASED SYSTEMS, 1995, 8 (06) : 299 - 300
  • [28] Classification systems based on neural networks
    Nossek, JA
    Eigenmann, R
    Papoutsis, G
    Utschick, W
    CNNA 98 - 1998 FIFTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS - PROCEEDINGS, 1998, : 26 - 33
  • [29] Application of voronoi tessellated neural networks (VTNN) for bioprocess control
    Priyanka, Priyanka
    Roy, Souhardya
    Gomes, James
    Rathore, Anurag
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2019, 257
  • [30] Simulation of the penicillin G production bioprocess applying neural networks
    Da Cruz, A.J.G.
    Hokka, C.O.
    Giordano, R.C.
    Brazilian Journal of Chemical Engineering, 1997, 14 (04): : 321 - 326
12345