Patient specific model based induction of hypnosis using fractional order control
- Author
- Dana Copot (UGent) , Cristina Muresan, Robain De Keyser (UGent) and Clara-Mihaela Ionescu (UGent)
- Organization
- Abstract
- Optimal and safe control of drug delivery systems with continuous infusion protocol is of key importance to avoid over- or under-dosing of the patient. By implementing close-loops one is able to optimize the amount of drug given to the patient. In this paper a robust control methodology is presented. Emerging tools from fractional calculus have been considered and a fractional order PI controller for drug dosing during hypnosis has been designed. In this paper a robust fractional order control of hypnosis is proposed. The controller has been evaluated on an artificial data set of 24 patients and the results indicate that such a control strategy is robust to uncertainty stemming from the inter- and intra-patient variability. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
- Keywords
- hypnosis, anesthesia modeling and control, personalized healthcare, drug delivery system, robustness, uncertainty
Downloads
-
(...).pdf
- full text
- |
- UGent only
- |
- |
- 624.99 KB
Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8556263
- MLA
- Copot, Dana, et al. “Patient Specific Model Based Induction of Hypnosis Using Fractional Order Control.” IFAC PAPERSONLINE, vol. 50, no. 1, 2017, pp. 15097–102, doi:10.1016/j.ifacol.2017.08.2238.
- APA
- Copot, D., Muresan, C., De Keyser, R., & Ionescu, C.-M. (2017). Patient specific model based induction of hypnosis using fractional order control. IFAC PAPERSONLINE, 50(1), 15097–15102. https://doi.org/10.1016/j.ifacol.2017.08.2238
- Chicago author-date
- Copot, Dana, Cristina Muresan, Robain De Keyser, and Clara-Mihaela Ionescu. 2017. “Patient Specific Model Based Induction of Hypnosis Using Fractional Order Control.” In IFAC PAPERSONLINE, 50:15097–102. Jul 09-14, 2017. https://doi.org/10.1016/j.ifacol.2017.08.2238.
- Chicago author-date (all authors)
- Copot, Dana, Cristina Muresan, Robain De Keyser, and Clara-Mihaela Ionescu. 2017. “Patient Specific Model Based Induction of Hypnosis Using Fractional Order Control.” In IFAC PAPERSONLINE, 50:15097–15102. Jul 09-14, 2017. doi:10.1016/j.ifacol.2017.08.2238.
- Vancouver
- 1.Copot D, Muresan C, De Keyser R, Ionescu C-M. Patient specific model based induction of hypnosis using fractional order control. In: IFAC PAPERSONLINE. Jul 09-14, 2017; 2017. p. 15097–102.
- IEEE
- [1]D. Copot, C. Muresan, R. De Keyser, and C.-M. Ionescu, “Patient specific model based induction of hypnosis using fractional order control,” in IFAC PAPERSONLINE, Toulouse, FRANCE, 2017, vol. 50, no. 1, pp. 15097–15102.
@inproceedings{8556263, abstract = {{Optimal and safe control of drug delivery systems with continuous infusion protocol is of key importance to avoid over- or under-dosing of the patient. By implementing close-loops one is able to optimize the amount of drug given to the patient. In this paper a robust control methodology is presented. Emerging tools from fractional calculus have been considered and a fractional order PI controller for drug dosing during hypnosis has been designed. In this paper a robust fractional order control of hypnosis is proposed. The controller has been evaluated on an artificial data set of 24 patients and the results indicate that such a control strategy is robust to uncertainty stemming from the inter- and intra-patient variability. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.}}, author = {{Copot, Dana and Muresan, Cristina and De Keyser, Robain and Ionescu, Clara-Mihaela}}, booktitle = {{IFAC PAPERSONLINE}}, issn = {{2405-8963}}, keywords = {{hypnosis,anesthesia modeling and control,personalized healthcare,drug delivery system,robustness,uncertainty}}, language = {{eng}}, location = {{Toulouse, FRANCE}}, number = {{1}}, pages = {{15097--15102}}, title = {{Patient specific model based induction of hypnosis using fractional order control}}, url = {{http://doi.org/10.1016/j.ifacol.2017.08.2238}}, volume = {{50}}, year = {{2017}}, }
- Altmetric
- View in Altmetric
- Web of Science
- Times cited: