Multilevel intelligent scheduling and control system for an automated flow shop manufacturing environment
| Autor: | M. A. S. Monfared, Jian-Bo Yang |
|---|---|
| Rok vydání: | 2005 |
| Předmět: |
Engineering
Decision support system business.industry Strategy and Management Scheduling (production processes) Intelligent decision support system Complex system Control engineering Flow shop scheduling Management Science and Operations Research Fuzzy logic Industrial and Manufacturing Engineering Control system Process control business |
| Zdroj: | International Journal of Production Research. 43:147-168 |
| ISSN: | 1366-588X 0020-7543 |
| Popis: | Current manufacturing scheduling and control systems are incapable of coping with complex system dynamics inherent in real-world situations and, hence, human intervention is required to maintain real-time adaptation and optimization. A unique feature of biological intelligent systems is that they build and improve over their communication, decision-making and control structures in real time autonomously. A challenge is now emerging in the design of manufacturing systems where on-line adaptation and optimization become increasingly important. This paper reports on the development of a new integrated intelligent scheduling and control system for an automated manufacturing environment using a multilevel approach. At the first level, a conventional scheduling and control system is considered, then at the second level, a new fuzzy logic mechanism is developed to enable the conventional system to improve and perceive the changes of system parameters adaptively. A new perturbation mechanism is embedded in the th... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|
| Nepřihlášeným uživatelům se plný text nezobrazuje | K zobrazení výsledku je třeba se přihlásit. |