Feedback-feedforward blood glucose control in type 1 diabetes for carbohydrate-rich food with varying glycemic index
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- Yamamoto Noguchi Claudia Cecilia
- Kyoto University
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- Hashimoto Shogo
- Kyoto University
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- Furutani Eiko
- Kyoto University
Bibliographic Information
- Other Title
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- グリセミック指数による炭水化物を考慮に入れた1型糖尿病患者のフィードバック・フィードフォワード血糖値制御
Description
Treatment of type 1 diabetes consists of subcutaneous insulin administration to maintain blood glucose levels within normal range. In particular, a large prandial insulin dose is necessary at mealtime depending on the carbohydrate amount and type ingested. Nonetheless, such prandial insulin bolus is often miscalculated, which results in postprandial hyper/hypoglycemia. In this study we develop a feedback-feedforward blood glucose control that comprises an optimal preprandial insulin infusion followed by a MPC-based postprandial blood glucose control to maintain normoglycemia. The former includes an optimization problem using a mathematical model of glucose-insulin metabolism in type 1 diabetes previously developed and considers insulin infusion 60 min prior to food ingestion. Simulation results of the proposed prandial blood glucose control algorithm demonstrate the ability of the proposed blood glucose control algorithm to reduce postprandial hyperglycemia and prevent hypoglycemia in type 1 diabetic patients.
Journal
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- Proceedings of the Japan Joint Automatic Control Conference
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Proceedings of the Japan Joint Automatic Control Conference 57 (0), 1130-1133, 2014
The Japan Joint Automatic Control Conference
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Details 詳細情報について
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- CRID
- 1390001205646602368
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- NII Article ID
- 130005145863
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed