Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes

Surekha Kamath; Cifha Crecil Dias; K. Pawan Kumar; Meenal Budhiraja

doi:10.1007/978-981-13-1813-9_48

Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes

Surekha Kamath^*
, Cifha Crecil Dias
, K. Pawan Kumar
, Meenal Budhiraja

^*Corresponding author for this work

Manipal Institute of Technology, Manipal

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

Diabetes - a global disease is spreading worldwide at an alarming rate. According to World Health Organization (WHO), the number of people suffering from diabetes has become four times in the last three decades. Therefore, monitoring and controlling diabetes has become of major concern lately. This paper focuses on the comparison of Diabetic minimal model (Bergman model) and Augmented minimal model for patients suffering from Type 1 diabetes. The focus will be on developing both the models on Simulink and comparing them to find the best results for regulation of insulin and glucose levels inside the body. Further, we also aim to develop a controller for both the models and tune the parameters for effective output. It is then observed that augmented minimal model shows better response.

Original language	English
Title of host publication	Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers
Editors	Tuncer Ören, P. K. Gupta, Jan Flusser, Vipin Tyagi, Mayank Singh
Publisher	Springer Verlag
Pages	479-488
Number of pages	10
ISBN (Print)	9789811318122
DOIs	https://doi.org/10.1007/978-981-13-1813-9_48
Publication status	Published - 01-01-2018
Event	2nd International Conference on Advances in Computing and Data Sciences, ICACDS 2018 - Dehradun, India Duration: 20-04-2018 → 21-04-2018

Publication series

Name	Communications in Computer and Information Science
Volume	906
ISSN (Print)	1865-0929

Conference

Conference	2nd International Conference on Advances in Computing and Data Sciences, ICACDS 2018
Country/Territory	India
City	Dehradun
Period	20-04-18 → 21-04-18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

All Science Journal Classification (ASJC) codes

General Computer Science
General Mathematics

Access to Document

10.1007/978-981-13-1813-9_48

Cite this

Kamath, S., Dias, C. C., Pawan Kumar, K., & Budhiraja, M. (2018). Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes. In T. Ören, P. K. Gupta, J. Flusser, V. Tyagi, & M. Singh (Eds.), Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers (pp. 479-488). (Communications in Computer and Information Science; Vol. 906). Springer Verlag. https://doi.org/10.1007/978-981-13-1813-9_48

Kamath, Surekha ; Dias, Cifha Crecil ; Pawan Kumar, K. et al. / Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes. Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers. editor / Tuncer Ören ; P. K. Gupta ; Jan Flusser ; Vipin Tyagi ; Mayank Singh. Springer Verlag, 2018. pp. 479-488 (Communications in Computer and Information Science).

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abstract = "Diabetes - a global disease is spreading worldwide at an alarming rate. According to World Health Organization (WHO), the number of people suffering from diabetes has become four times in the last three decades. Therefore, monitoring and controlling diabetes has become of major concern lately. This paper focuses on the comparison of Diabetic minimal model (Bergman model) and Augmented minimal model for patients suffering from Type 1 diabetes. The focus will be on developing both the models on Simulink and comparing them to find the best results for regulation of insulin and glucose levels inside the body. Further, we also aim to develop a controller for both the models and tune the parameters for effective output. It is then observed that augmented minimal model shows better response.",

author = "Surekha Kamath and Dias, \{Cifha Crecil\} and \{Pawan Kumar\}, K. and Meenal Budhiraja",

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Kamath, S , Dias, CC, Pawan Kumar, K & Budhiraja, M 2018, Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes. in T Ören, PK Gupta, J Flusser, V Tyagi & M Singh (eds), Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers. Communications in Computer and Information Science, vol. 906, Springer Verlag, pp. 479-488, 2nd International Conference on Advances in Computing and Data Sciences, ICACDS 2018, Dehradun, India, 20-04-18. https://doi.org/10.1007/978-981-13-1813-9_48

Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes. / Kamath, Surekha ; Dias, Cifha Crecil; Pawan Kumar, K. et al.
Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers. ed. / Tuncer Ören; P. K. Gupta; Jan Flusser; Vipin Tyagi; Mayank Singh. Springer Verlag, 2018. p. 479-488 (Communications in Computer and Information Science; Vol. 906).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - Diabetes - a global disease is spreading worldwide at an alarming rate. According to World Health Organization (WHO), the number of people suffering from diabetes has become four times in the last three decades. Therefore, monitoring and controlling diabetes has become of major concern lately. This paper focuses on the comparison of Diabetic minimal model (Bergman model) and Augmented minimal model for patients suffering from Type 1 diabetes. The focus will be on developing both the models on Simulink and comparing them to find the best results for regulation of insulin and glucose levels inside the body. Further, we also aim to develop a controller for both the models and tune the parameters for effective output. It is then observed that augmented minimal model shows better response.

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Kamath S , Dias CC, Pawan Kumar K, Budhiraja M. Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes. In Ören T, Gupta PK, Flusser J, Tyagi V, Singh M, editors, Advances in Computing and Data Science - Second International Conference, ICACDS 2018, Revised Selected Papers. Springer Verlag. 2018. p. 479-488. (Communications in Computer and Information Science). doi: 10.1007/978-981-13-1813-9_48

Comparitive study of bergman and augmented minimal model with conventional controller for type 1 diabetes

Abstract

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UN SDGs

All Science Journal Classification (ASJC) codes

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