Controlled infusion of intravenous cardiac drugs using global optimization
GC Sowparnika1, M Thirumarimurugan1, VM Sivakumar1, N Vinoth2
1 Department of Chemical Engineering, Coimbatore Institute of Technology, Coimbatore, Tamil Nadu, India
2 Department of Instrumentation Engineering, Madras Institute of Technology, Chennai, Tamil Nadu, India
OBJECTIVES: The objective of the study is to develop an automatic drug infusion control system during cardiovascular surgery.
MATERIALS AND METHODS: Based on the clinical drug dosage analysis, the modeling of cardiovascular system with baroreceptor model is mathematically modeled using compartmental approach, considering the relationship between the volume and flow rate of blood during each heartbeat. This model is then combined with drug modeling of noradrenaline and nitroglycerine by deriving the volume and drug mass concentration equations, based on pharmacokinetics and pharmacodynamics of the drugs. The closed-loop patient models are derived from the open-loop data obtained from the physiology-drug model with covariate as age. The proportional-integral controller is designed based on optimal values obtained from bacterial foraging-oriented particle swarm optimization algorithm. The controllers are implemented individually for each control variable such as aortic pressure and cardiac output (CO), irrespective of varying weights based on the relative gain array analysis which depicts the maximum influence of cardiac drugs on control variables.
RESULTS: The physiology-drug model output responses are simulated using MATLAB. The controlled responses of aortic pressure and CO with infusion rate of cardiac drugs are obtained. The robustness of the controller is checked by introducing variations in cardiovascular model parameters. The efficiency of the controller during normal and abnormal conditions is compared using time domain analysis.
CONCLUSIONS: The controller design was efficient and can be further improved by designing switching-based controllers.
Ms. G C Sowparnika
Department of Chemical Engineering, Coimbatore Institute of Technology, Coimbatore - 641 014, Tamil Nadu
|How to cite this article:|
Sowparnika G C, Thirumarimurugan M, Sivakumar V M, Vinoth N. Controlled infusion of intravenous cardiac drugs using global optimization.Indian J Pharmacol 2019;51:61-71
|How to cite this URL:|
Sowparnika G C, Thirumarimurugan M, Sivakumar V M, Vinoth N. Controlled infusion of intravenous cardiac drugs using global optimization. Indian J Pharmacol [serial online] 2019 [cited 2020 Feb 24 ];51:61-71
Available from: http://www.ijp-online.com/article.asp?issn=0253-7613;year=2019;volume=51;issue=1;spage=61;epage=71;aulast=Sowparnika;type=0