| Titre : | Fractional-order modeling and control for anesthesia hemodynamic stabilization in patients undergoing surgical procedures |
| Auteurs : | Nesrine Izemrane, Auteur ; Ladaci, Samir, Directeur de thèse |
| Type de document : | document électronique |
| Editeur : | [S.l.] : [s.n.], 2026 |
| Format : | 1 fichier PDF (8.4 Mo) / ill. |
| Note générale : |
Mode d'accès : accès au texte intégral par intranet.
Mémoire de Projet de Fin d'Études : Automatique : Alger, École Nationale Polytechnique : 2026 Bibliogr. p. 134-139 .- Appendis p.140-153 |
| Langues : | Anglais |
| Index. décimale : | PA00726 |
| Tags : | General anesthesia Hemodynamics Fractional calculus Fractional Modeling FOPID Unsupervised learning Fractional-order model reference adaptive control |
| Résumé : |
One of the fundamental aspects of surgical procedures is achieving general anesthesia while keeping stable hemodynamics, which can be managed by closed-loop drug dosing.
The hu-man hysiological response can be modeled using differential equations, whose order could be integer or fractional. In this work, we examine the accuracy of fractional-order calculus for both modeling the depth of hypnosis and design of robust control techniques. A cluster-based switched control framework is designed using both FOPID and PID approaches, alongside fractional- and integer-order model reference adaptive control. Several robustness tests are conducted including inter-patient variability, external surgical stimuli, and sensor noise, eval-uated using clinical and performance criteria. |
Exemplaires (1)
| Code-barres | Cote | Support | Localisation | Section | Disponibilité | Spécialité | Etat_Exemplaire | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EP01056 | PA00726 | Ressources électroniques | Bibliothèque centrale | Projet Fin d'Etudes | Disponible | Automatique | Téléchargeable |
