In this paper we propose the use of an optimization strategy for the computation of an optimized reference (command) input to be applied to a proportional-integral-derivative (PID) based closed-loop control system for the administration of propofol during the induction phase of general anesthesia. The bispectral index scale (BIS) is the controlled variable. The proposed methodology explicitly takes into account the dynamics of the PID controller in the calculation of the reference input to minimize the induction time of anesthesia while limiting the undershoot of the BIS level. The effectiveness of the proposed methodology is assessed in simulation by means of a Monte Carlo method and the performance is compared with that of an optimally tuned PID controller and with that of a recently devised optimized feedforward control law. The effect of the PID tuning on the obtainable performance is also investigated. Copyright (C) 2021 The Authors.
机构:
Department of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Bruhn J.
Bouillon T.W.
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Department of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Bouillon T.W.
Shafer S.L.
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机构:
Palo Alto VA Health Care Center, Palo Alto, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
机构:
Zeneca Pharmaceut, Med Res & Commun Grp, Macclesfield SK10 4TG, Cheshire, EnglandZeneca Pharmaceut, Med Res & Commun Grp, Macclesfield SK10 4TG, Cheshire, England
机构:
Univ Brescia, Dipartimento Ingn Informaz, Brescia, ItalyUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Merigo, Luca
Padula, Fabrizio
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Curtin Univ, Dept Math & Stat, Perth, WA, AustraliaUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Padula, Fabrizio
Pawlowski, Andrzej
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Univ Nacl Educ Distancia, Dept Informat & Automat, Santa Cruz De La Palma, Santa Cruz De T, SpainUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Pawlowski, Andrzej
Dormido, Sebastian
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Univ Nacl Educ Distancia, Dept Informat & Automat, Santa Cruz De La Palma, Santa Cruz De T, SpainUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
机构:
Department of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Bruhn J.
Bouillon T.W.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
Bouillon T.W.
Shafer S.L.
论文数: 0引用数: 0
h-index: 0
机构:
Palo Alto VA Health Care Center, Palo Alto, CA
Stanford University School of Medicine, Stanford, CADepartment of Anesthesiology, Stanford University School of Medicine, Stanford, CA
机构:
Zeneca Pharmaceut, Med Res & Commun Grp, Macclesfield SK10 4TG, Cheshire, EnglandZeneca Pharmaceut, Med Res & Commun Grp, Macclesfield SK10 4TG, Cheshire, England
机构:
Univ Brescia, Dipartimento Ingn Informaz, Brescia, ItalyUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Merigo, Luca
Padula, Fabrizio
论文数: 0引用数: 0
h-index: 0
机构:
Curtin Univ, Dept Math & Stat, Perth, WA, AustraliaUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Padula, Fabrizio
Pawlowski, Andrzej
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Educ Distancia, Dept Informat & Automat, Santa Cruz De La Palma, Santa Cruz De T, SpainUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy
Pawlowski, Andrzej
Dormido, Sebastian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Educ Distancia, Dept Informat & Automat, Santa Cruz De La Palma, Santa Cruz De T, SpainUniv Brescia, Dipartimento Ingn Informaz, Brescia, Italy