Intensive insulin therapy for critically ill subjects based on direct data-driven model predictive control
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- 作者：Youqing Wanga ; wang.youqing@ieee.org" class="auth_mail ; Mengqi Fanga ; Xu Jianga ; B. Wayne Bequetteb ; Hongzhi Xiea
- 关键词：Closed-loop glycemic control ; Intensive insulin therapy ; Intensive care units (ICU) ; Data-driven control method ; Model predictive control (MPC)
- 刊名：Journal of Process Control
- 出版年：May 2014
- 年：2014
- 卷：24
- 期：5
- 页码：493-503
- 全文大小：3580 K
文摘
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A novel subspace identification method has been proposed.
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A direct data-driven MPC strategy was first applied on ICU glycemic control.
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The proposed method has superior glycemic control performance and great robustness compared with the Yale protocol.