• Integrated CBR framework for q...

Result: Integrated CBR framework for quality designing and scheduling in steel industry

Title:
Integrated CBR framework for quality designing and scheduling in steel industry
Authors:
KIM, Jonghan, SEONG, Deokhyun, JUNG, Sungwon, PARK, Jinwoo
Source:
Advances in case-based reasoning (Madrid, 30 August - 2 September 2004)Lecture notes in computer science. :645-658
Publisher Information:
Berlin: Springer, 2004.
Publication Year:
2004
Physical Description:
print, 16 ref
Original Material:
INIST-CNRS
Subject Terms:
Control theory, operational research, Automatique, recherche opérationnelle, Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Intelligence artificielle, Artificial intelligence, Apprentissage et systèmes adaptatifs, Learning and adaptive systems, Acier, Steel, Acero, Condition opératoire, Operating conditions, Condición operatoria, Intelligence artificielle, Artificial intelligence, Inteligencia artificial, Logique floue, Fuzzy logic, Lógica difusa, Main, Hand, Mano, Ordonnancement, Scheduling, Reglamento, Programmation multiobjectif, Multiobjective programming, Programación multiobjetivo, Propriété mécanique, Mechanical properties, Propiedad mecánica, Raisonnement basé sur cas, Case based reasoning, Razonamiento fundado sobre caso, Spécification, Specification, Especificación, Séquençage, Sequencing
Document Type:
Conference Conference Paper
File Description:
text
Language:
English
Author Affiliations:
Production Managemant Research Team, RIST, San 32, Hyoja-Dong, Nam-Gu, Pohang City, 790-330 Kyungbuk, Korea, Republic of
School of Business Administration, Pukyong National University, 599-1 Daeyon-Dong, Namgu, Pusan 608-737, Korea, Republic of
Department of Industrial Engineering, Seoul National University, San 56-1, Shillim-Dong, Kwanak-Gu, Seoul, 151-742, Korea, Republic of
ISSN:
0302-9743
Access URL:
http://pascal-francis.inist.fr/vibad/index.php?action=search&terms=16107678
Rights:
Copyright 2004 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Computer science; theoretical automation; systems
Accession Number:
edscal.16107678
Database:
PASCAL Archive

Further Information

In the steel industry, quality designing is related to the determination of mechanical properties of the final products and operational conditions according to the specifications that a customer requests. It involves the utilization of metallurgical knowledge and field experience in the industry. On the other hand, the production scheduling for steel making is a large-scale, multi-objective, grouping and sequencing problem with various restrictions. Traditionally, these two problems have been handled separately. However, the rapid development of information techniques has enabled the simultaneous solution of these two problems. In this paper, we develop an integrated case based reasoning framework for quality designing and scheduling. As proposed, the case base is established with proper case representation scheme, similar cases are retrieved and selected using fuzzy techniques, and finally the selected cases are put into the production process using the scheduling technique. The experimental results show good performance to the quality designing and scheduling of steel products. The framework developed is expected to be applied to other process industries.