Experience With Teaching Different Modeling Techniques On The Example Of Glucose Insulin Regulation Model

42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20(2020)

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摘要
In order to teach different modeling techniques we demonstrate equation-based, block-schema based, compartment and component-based modeling using acausal and object-oriented modeling language - Modelica. Hands-on implementation using all these techniques and comparing them towards same system (in our case glucose-insulin regulation) we teach pros and cons of each technique. Equation-based or block-schema based may be rapidly implemented from literature. However, compartment based or component-based models brings better understanding of modeled reality. When students have such experience, they tend to assess published papers more critically and do more complex system analysis.
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关键词
Computer Simulation,Glucose,Humans,Insulins,Systems Analysis
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