Arbitrary-order sliding mode-based robust control algorithm for the developing artificial pancreas mechanism.

作者: Waqar Alam , Qudrat Khan , Raja Ali Riaz , Rini Akmeliawati

DOI: 10.1049/IET-SYB.2018.5075

关键词:

摘要: In Diabetes Mellitus, the pancreas remains incapable of insulin administration that leads to hyperglycaemia, an escalated glycaemic concentration, which may stimulate many complications. To circumvent this situation, a closed-loop control strategy is much needed for exogenous infusion in diabetic patients. This structure often termed as artificial generally established by employment different feedback strategies. work, authors have proposed arbitrary-order sliding mode approach development said mechanism. The term, arbitrary, exercised sense its applicability any n-order controllable canonical system. algorithm affirms finite-time effective stabilisation glucose-insulin regulatory system, at desired level, with alleviation sharp fluctuations. novelty work lies manifold incorporates indirect non-linear terms. addition, necessary discontinuous terms are filtered-out once before plant, i.e. patient. robustness, presence external disturbances, meal intake confirmed via rigorous mathematical stability analysis. effectiveness ascertained comparing results standard literature.

参考文章(34)
Yuri B. Shtessel, Ilya A. Shkolnikov, Mark D.J. Brown, AN ASYMPTOTIC SECOND‐ORDER SMOOTH SLIDING MODE CONTROL Asian Journal of Control. ,vol. 5, pp. 498- 504 ,(2008) , 10.1111/J.1934-6093.2003.TB00167.X
Qudrat Khan, Aamer Iqbal Bhatti, Sohail Iqbal, Mohammad Iqbal, None, Dynamic integral sliding mode for MIMO uncertain nonlinear systems International Journal of Control, Automation and Systems. ,vol. 9, pp. 151- 160 ,(2011) , 10.1007/S12555-011-0120-8
András György, Levente Kovács, Péter Szalay, Dániel A. Drexler, Balázs Benyó, Zoltán Benyó, Quasi-model-based control of type 1 diabetes mellitus Journal of Electrical and Computer Engineering. ,vol. 2011, pp. 728540- ,(2011) , 10.1155/2011/728540
Arie Levant, Higher-order sliding modes, differentiation and output-feedback control International Journal of Control. ,vol. 76, pp. 924- 941 ,(2003) , 10.1080/0020717031000099029
Parisa Kaveh, Yuri B. Shtessel, Blood glucose regulation using higher-order sliding mode control International Journal of Robust and Nonlinear Control. ,vol. 18, pp. 557- 569 ,(2008) , 10.1002/RNC.1223
R.S. Parker, F.J. Doyle, N.A. Peppas, The intravenous route to blood glucose control IEEE Engineering in Medicine and Biology Magazine. ,vol. 20, pp. 65- 73 ,(2001) , 10.1109/51.897829
Mine M. Ozyetkin, Nitendra Nath, Enver Tatlicioglu, Darren M. Dawson, A new robust nonlinear control algorithm for the regulation of blood glucose in diabetic patients international conference on control applications. pp. 1057- 1061 ,(2012) , 10.1109/CCA.2012.6402670
G.M. Steil, Bud Clark, Sami Kanderian, K. Rebrin, Modeling Insulin Action for Development of a Closed-Loop Artificial Pancreas Diabetes Technology & Therapeutics. ,vol. 7, pp. 94- 108 ,(2005) , 10.1089/DIA.2005.7.94
Richard N. Bergman, Minimal Model: Perspective from 2005 Hormone Research in Paediatrics. ,vol. 64, pp. 8- 15 ,(2005) , 10.1159/000089312