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Institutional Repository [SANDBOX]
Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/6D62D3C7-119A-49C8-B9EF-470B4B2C1DC5 | - |
| Identifier | https://doi.org/10.1109/CDC.1997.657091 | - |
| Identifier | http://ieeexplore.ieee.org/document/657091/ | - |
| Language | en | - |
| Title | Dynamic neural networks for real time control of FMS | en |
| Creator | Rovithakis, George A., 1968- | en |
| Creator | Gaganis Vasileios | en |
| Creator | Γαγανης Βασιλειος | el |
| Creator | Perrakis, Stelios | en |
| Creator | Christodoulou Manolis | en |
| Creator | Χριστοδουλου Μανωλης | el |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | A control aspect of the non-acyclic FMS scheduling problem is considered. Based on the dynamic neural network model derived herein, an adaptive, continuous time neural network controller is constructed. The actual dispatching times are determined from the continuous control input discretization. The controller is capable of driving the system production to the required demand and guarantees system stability and boundedness of all signals in the closed loop. Modeling errors and discretization effects are taken into account thus rendering the controller robust. A case study demonstrates the efficiency of the proposed technique. | en |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-07 | - |
| Date of Publication | 1997 | - |
| Subject | Artificial neural networks | en |
| Subject | Nets, Neural (Computer science) | en |
| Subject | Networks, Neural (Computer science) | en |
| Subject | Neural nets (Computer science) | en |
| Subject | neural networks computer science | en |
| Subject | artificial neural networks | en |
| Subject | nets neural computer science | en |
| Subject | networks neural computer science | en |
| Subject | neural nets computer science | en |
| Bibliographic Citation | G. Rovithakis, V. Gaganis, S. Perrakis and M. Christodoulou, “Dynamic Neural Networks for Real-Time Adaptive Control of FMS”, in 1997 36th Conference on Decision and Control, pp. 2187-2192. doi: 10.1109/CDC.1997.657091 | en |
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