Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/4F2A75D0-4C35-4F0E-B1A3-80B14786D4BD | - |
| Αναγνωριστικό | https://doi.org/10.1007/978-3-030-25446-9_4 | - |
| Αναγνωριστικό | https://link.springer.com/chapter/10.1007/978-3-030-25446-9_4 | - |
| Γλώσσα | en | - |
| Μέγεθος | 29 pages | en |
| Τίτλος | Fuzzy and neuro-fuzzy control for smart structures | en |
| Δημιουργός | Tairidis Georgios | en |
| Δημιουργός | Ταϊριδης Γεωργιος | el |
| Δημιουργός | Stavroulakis Georgios | en |
| Δημιουργός | Σταυρουλακης Γεωργιος | el |
| Εκδότης | Springer Nature | en |
| Περίληψη | Classical control tools often encounter a number of limitations on the investigation of smart composite structures due to nonlinearities and/or other uncertainties. Especially in smart structures, which is the case here, a significant degree of uncertainty is involved due to several imperfections and/or errors of both the controller and the structure itself. For example, in structures with multiple layers, several failures may appear, such as delamination, debonding, fatigue, etc. The use of intelligent fuzzy and adaptive control which is based on neuro-fuzzy techniques can be very helpful in this direction. One may also consider using global optimization algorithms for the fine-tuning of the characteristics of the controllers to maximize their applicability, their efficiency, and their robustness. In other words, the controllers can be designed based on intuition and basic engineering principles, and then they can be subjected to optimization, e.g., to training/learning using artificial neural networks, in order to achieve certain properties. | en |
| Τύπος | Κεφάλαιο σε Βιβλίο | el |
| Τύπος | Book Chapter | en |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2020-10-29 | - |
| Ημερομηνία Δημοσίευσης | 2019 | - |
| Θεματική Κατηγορία | Smart composite structures | en |
| Θεματική Κατηγορία | Adaptive control | en |
| Θεματική Κατηγορία | Neuro-fuzzy techniques | en |
| Θεματική Κατηγορία | Optimization algorithms | en |
| Βιβλιογραφική Αναφορά | G.K. Tairidis and G.E. Stavroulakis, "Fuzzy and neuro-fuzzy control for smart structures," in Computational Intelligence and Optimization Methods for Control Engineering, vol. 150, Springer Optimization and Its Applications, M. Blondin, P. Pardalos, J. Sanchis Sáez, Eds., Cham, Switzerland: Springer Nature, 2019, pp. 75-103. doi: 10.1007/978-3-030-25446-9_4 | en |
| Τίτλος Βιβλίου | Computational Intelligence and Optimization Methods for Control Engineering | en |
| Σειρά Βιβλίου | Springer Optimization and Its Applications | en |
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