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

页码：201 / 205

页数：5

共 50 条

[1] Analytical and knowledge based approaches for a bioprocess supervision
Kabbaj, N.
Nakkabi, Y.
Doncescu, A.
KNOWLEDGE-BASED SYSTEMS, 2010, 23 (02) : 116 - 124
[2] Knowledge-based design and operation of bioprocess systems
Shioya, S
Shimizu, K
Yoshida, T
JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 1999, 87 (03) : 261 - 266
[3] KNOWLEDGE-BASED SUPERVISION AND CONTROL OF BIOPROCESS WITH A MACHINE VISION-BASED SENSING SYSTEM
REN, JL
REID, JF
LITCHFIELD, JB
JOURNAL OF BIOTECHNOLOGY, 1994, 36 (01) : 25 - 34
[4] Integration of neural networks and knowledge-based systems in medicine
Ultsch, A
Korus, D
Kleine, TO
ARTIFICIAL INTELLIGENCE IN MEDICINE, 1995, 934 : 425 - 426
[5] Fusion of knowledge-based systems and neural networks and applications
Khosla, R
Dillon, T
FIRST INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, PROCEEDINGS 1997 - KES '97, VOLS 1 AND 2, 1997, : 27 - 44
[6] A TASK APPROACH TO KNOWLEDGE-BASED SYSTEMS FOR BIOPROCESS SYNTHESIS
GANDIKOTA, MS
YANG, ST
DAVIS, JF
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1990, 200 : 167 - BIOT
[7] Label-Free Supervision of Neural Networks with Physics and Domain Knowledge
Stewart, Russell
Ermon, Stefano
THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 2576 - 2582
[8] Application of knowledge engineering to bioprocess systems
Yoshida, T
Shioya, S
Endo, I
Nakajima, M
Shimizu, K
Oh, GS
Takagi, M
Honda, H
Hanai, T
Kobayashi, T
Furuhashi, T
Uchikawa, Y
Kishimoto, M
Horiuchi, J
Sekiya, K
Tohyama, H
Nishida, Y
Fukaya, I
Okada, S
Shimizu, H
Ishii, N
Shinomiya, Y
Ikeshiro, A
Ando, M
Matsuura, K
Shiba, H
SEIBUTSU-KOGAKU KAISHI-JOURNAL OF THE SOCIETY FOR FERMENTATION AND BIOENGINEERING, 1996, 74 (03): : 185 - 213
[9] Neural Networks Based System for the Supervision of Therapeutic Exercises
Nomm, Sven
Kuusik, Alar
Ovsjanski, Sergei
Malmberg, Ines
Parve, Marko
Orunurm, L.
NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV, 2012, 7666 : 364 - 371
[10] INTEGRATING NEURAL NETWORKS AND KNOWLEDGE-BASED SYSTEMS FOR ROBOTIC CONTROL
HANDELMAN, DA
LANE, SH
GELFAND, JJ
PROCEEDINGS - 1989 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOL 1-3, 1989, : 1454 - 1460

← 1 2 3 4 5 →