와심 마이클 하다드
연구 > 임상 약리학을 위한 적응 및 신경 적응 제어

하다드의 연구는 임상 약리학에서 가장 어려운 문제 중 하나를 해결했다. 구체적으로 그는 자동 마취 및 중환자실 의료를 위한 적응 및 신경망 적응 제어 알고리즘을 개발했다. 그의 적응 제어 알고리즘은 환자 간 및 환자 내 약동학 및 약력학적 변동성을 조정하고 약물 투여 결과를 크게 개선했다. 임상약리학의 능동적 통제에 관한 이 연구는 임상 실습으로 전환되어 의료, 의료 및 약물 투여 장비의 신뢰성을 향상시키고 있으며 의료 비용을 절감할 수 있는 실질적인 잠재력을 가지고 있다. 이 분야에서 Haddad의 업적은 의 생명공학 분야에 큰 영향을 미쳤다. 임상 약리학 에서의 그의 결과는 문서화되어 있다.
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국제:  ISNI  VIAF  월드캣 
국가:  독일  이스라엘  미국  체코 
학술:  DBLP  구글 학술 검색  zbMATH 
기타:  IdRef 
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↑  Haddad, W. M.; D. S. Bernstein (1992). “Controller Design with Regional Pole Constraints”. 《IEEE Transactions on Automatic Control》 37: 54–69. doi:10.1109/9.109638.
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↑  Haddad, W. M.; D. S. Bernstein; D. Mustafa (1991). “Mixed-Norm H2/H∞ Regulation and Estimation: The Discrete-Time Case”. 《Systems & Control Letters》 16 (4): 235–247. doi:10.1016/0167-6911(91)90011-3.
↑  Haddad, W. M.; D. S. Bernstein; Y. W. Wang (1994). “Dissipative H2/H∞ Controller Synthesis”. 《IEEE Transactions on Automatic Control》 39 (4): 827–831. doi:10.1109/9.286262.
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↑  Haddad, W. M.; V. Chellaboina; R. Kumar (2000). “Multiobjective L1/H∞ Controller Design with Frequency and Time Domain Constraints”. 《European Journal of Control》 6 (2): 170–183. doi:10.1016/S0947-3580(00)70925-3.
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↑  How, J. P.; J. P. How; S. R. Hall; D. S. Bernstein (1994). “Extensions of Mixed-μ Bounds to Monotonic and Odd Monotonic Nonlinearities Using Absolute Stability Theory”. 《International Journal of Control》 60 (5): 905–951. doi:10.1080/00207179408921501.
↑  Haddad, W. M.; D. S. Bernstein (1995). “Parameter-Dependent Lyapunov Functions and the Popov Criterion in Robust Analysis and Synthesis”. 《IEEE Transactions on Automatic Control》 40 (3): 536–543. doi:10.1109/9.376077.
↑  Haddad, W. M.; D. S. Bernstein (1995). “The Octomorphic Criterion for Real Parameter Uncertainty: Real-μ Bounds without Circles and D, N-Scales”. 《Systems & Control Letters》 25 (3): 175–183. doi:10.1016/0167-6911(94)00065-4.
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↑  Haddad, W. M.; A. Leonessa; V. Chellaboina; J. L. Fausz (1999). “Nonlinear Robust Disturbance Rejection Controllers for Rotating Stall and Surge in Axial Flow Compressors”. 《IEEE Transactions on Control Systems Technology》 7 (3): 391–398. doi:10.1109/87.761059.
↑  Haddad, W. M.; A. Leonessa; J. R. Corrado; V. Kapila (1999). “State Space Modeling and Robust Reduced-Order Control of Combustion Instabilities”. 《Journal of the Franklin Institute》 336 (8): 1283–1307. doi:10.1016/s0016-0032(99)00037-x.
↑  Leonessa, A.; V. Chellaboina; W. M. Haddad (2000). “Robust Stabilization of Axial Flow Compressors with Uncertain Pressure-Flow Maps”. 《IEEE Transactions on Control Systems Technology》 8 (3): 466–473. doi:10.1109/87.845877.
↑  Leonessa, A.; W. M. Haddad; H. Li (2000). “Globally Stabilizing Switching Controllers for a Centrifugal Compressor Model with Spool Dynamics”. 《IEEE Transactions on Control Systems Technology》 8 (3): 474–482. doi:10.1109/87.845878.
↑  Leonessa, A.; W. M. Haddad; V. Chellaboina (2001). “Nonlinear System Stabilization via Hierarchical Switching Control” (PDF). 《IEEE Transactions on Automatic Control》 49: 17–28. doi:10.1109/9.898692.
↑  Haddad, W. M.; J.R. Corrado; A. Leonessa (2002). “Fixed-Order Dynamic Compensation for Axial Flow Compression Systems”. 《IEEE Transactions on Control Systems Technology》 10 (5): 727–734. doi:10.1109/tcst.2002.801789.
↑  Haddad, W. M.; V. Chellaboina; S. G. Nersesov (2008). “Time-Reversal Symmetry, Poincare Recurrence, Irreversibility, and the Entropic Arrow of Time: From Mechanics to System Thermodynamics”. 《Nonlinear Analysis: Real World Applications》 9 (2): 250–271. doi:10.1016/j.nonrwa.2006.10.002.
↑  M, Wassim; G, Sergey; Chellaboi, Vijaysekhar (2011). 〈Heat Flow, Work Energy, Chemical Reactions, and Thermodynamics: A Dynamical Systems Perspective〉. 《Thermodynamics》. doi:10.5772/13750. ISBN 978-953-307-544-0.
↑  Haddad, W. M. (2012). “Temporal Asymmetry, Entropic Irreversibility, and Finite-Time Thermodynamics: From Parmenides–Einstein Time–Reversal Symmetry to the Heraclitan Entropic Arrow of Time”. 《Entropy》 14 (3): 407–455. Bibcode:2012Entrp..14..407H. doi:10.3390/e14030407.
↑  Haddad, W. M.; V. Chellaboina; N. A. Kablar (2001). “Nonlinear Impulsive Dynamical Systems Part I: Stability and Dissipativity”. 《International Journal of Control》 74 (17): 1631–1658. doi:10.1080/00207170110081705.
↑  Haddad, W. M.; V. Chellaboina; N. A. Kablar (2001). “Nonlinear Impulsive Dynamical Systems Part II: Stability of Feedback Interconnections and Optimality”. 《International Journal of Control》 74 (17): 1659–1677. doi:10.1080/00207170110080959.
↑  Chellaboina, V.; S. P. Bhat; W. M. Haddad (2003). “An Invariance Principle for Nonlinear Hybrid and Impulsive Dynamical Systems”. 《Nonlinear Analysis: Theory, Methods & Applications》 53 (3–4): 527–550. doi:10.1016/s0362-546x(02)00316-4.
↑  Haddad, W. M.; S. G. Nersesov; V. Chellaboina (2003). “Energy-Based Control for Hybrid Port-Controlled Hamiltonian Systems”. 《Automatica》 39 (8): 1425–1435. doi:10.1016/s0005-1098(03)00113-4.
↑  Haddad, W. M.; T. Hayakawa; S. G. Nersesov; V. Chellaboina (2005). “Hybrid adaptive control for non-linear uncertain impulsive dynamical systems”. 《International Journal of Adaptive Control and Signal Processing》 19 (6): 445–469. doi:10.1002/acs.848.
↑  Haddad, W. M.; Q. Hui; V. Chellaboina; S. G. Nersesov (2007). “Hybrid Decentralized Maximum Entropy Control for Large-Scale Dynamical Systems”. 《Nonlinear Analysis: Hybrid Systems》 1 (2): 244–263. doi:10.1016/j.nahs.2006.10.003.
↑  Haddad, W. M.; V. Chellaboina; Q. Hui; S. G. Nersesov (2007). “Energy and Entropy Based Stabilization for Lossless Dynamical Systems via Hybrid Controllers”. 《IEEE Transactions on Automatic Control》 52 (9): 1604–1614. doi:10.1109/tac.2007.904452.
↑  Nersesov, S. G.; W. M. Haddad (2008). “Finite-Time Stabilization for Nonlinear Impulsive Dynamical Systems”. 《Nonlinear Analysis: Hybrid Systems》 2 (3): 832–845. doi:10.1016/j.nahs.2007.12.001.
↑  Haddad, W. M.; V. Chellaboina; S. G. Nersesov (2004). “Thermodynamics and large-scale non-linear dynamical systems: A vector dissipative systems approach”. 《Dynamics of Continuous, Discrete and Impulsive Systems Series B》 11: 609–649.
↑  Haddad, W. M.; V. Chellaboina; Q. Hui; S. G. Nersesov (2004). “Vector dissipativity theory for large-scale impulsive dynamical systems”. 《Mathematical Problems in Engineering》 2004 (3): 225–262. doi:10.1155/S1024123X04310021.
↑  Haddad, W. M.; V. Chellaboina; S. G. Nersesov (2004). “Vector Dissipativity Theory and Stability of Feedback Interconnections for Large-Scale Nonlinear Dynamical Systems”. 《International Journal of Control》 77 (10): 907–919. doi:10.1080/00207170412331270569.
↑  Haddad, W. M.; Q. Hui; S. G. Nersesov; V. Chellaboina (2005). “Thermodynamic modeling, energy equipartition, and nonconservation of entropy for discrete-time dynamical systems”. 《Advances in Difference Equations》 2005 (3): 275–318. doi:10.1155/ade.2005.275.
↑  Nersesov, S. G.; W. M. Haddad (2006). “On the Stability and Control of Nonlinear Dynamical Systems via Vector Lyapunov Functions”. 《IEEE Transactions on Automatic Control》 51 (2): 203–215. doi:10.1109/tac.2005.863496.
↑  Nersesov, S. G.; W. M. Haddad (2007). “Control Vector Lyapunov Functions for Large-Scale Dynamical Systems”. 《Nonlinear Analysis: Hybrid Systems》 1 (2): 223–243. doi:10.1016/j.nahs.2006.10.006.
↑  Hui, Q.; W. M. Haddad (2008). “Distributed Nonlinear Control Algorithms for Network Consensus”. 《Automatica》 44 (9): 2375–2381. doi:10.1016/j.automatica.2008.01.011.
↑  Chellaboina, V.; W. M. Haddad; Q. Hui; J. Ramakrishnan (2008). “On system state equipartitioning and semistability in network dynamical systems with arbitrary time-delays”. 《Systems & Control Letters》 57 (8): 670–679. doi:10.1016/j.sysconle.2008.01.008.
↑  Hui, Q.; W. M. Haddad; S. P. Bhat (2008). “Finite-Time Semistability and Consensus for Nonlinear Dynamical Networks”. 《IEEE Transactions on Automatic Control》 53 (8): 1887–1900. doi:10.1109/tac.2008.929392.
↑  Haddad, W. M.; Q. Hui (2009). “Complexity, Robustness, Self-Organization, Swarms, and System Thermodynamics”. 《Nonlinear Analysis: Real World Applications》 10: 531–543. doi:10.1016/j.nonrwa.2008.02.036.
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↑  Hui, Q.; W. M. Haddad; S. P. Bhat (2009). “Semistability, Finite-Time Stability, Differential Inclusions, and Discontinuous Dynamical Systems Having a Continuum of Equilibria”. 《IEEE Transactions on Automatic Control》 54 (10): 2456–2470. doi:10.1109/tac.2009.2029397.
↑  Hui, Q.; W. M. Haddad; S. P. Bhat (2010). “On robust control algorithms for nonlinear network consensus protocols”. 《International Journal of Robust and Nonlinear Control》 20 (3): 268–284. doi:10.1002/rnc.1426.
↑  Hui, Q.; W. M. Haddad; S. P. Bhat (2010). “Finite-Time Semistability, Filippov Systems, and Consensus Protocols for Nonlinear Dynamical Networks with Switching Topologies”. 《Nonlinear Analysis: Hybrid Systems》 4 (3): 557–573. doi:10.1016/j.nahs.2010.03.002.
↑  Bailey, J. M.; W. M. Haddad (2005). “Drug dosing control in clinical pharmacology: Paradigms, benefits, and challenges”. 《IEEE Control Systems Magazine》 25 (2): 35–51. doi:10.1109/mcs.2005.1411383.
↑  Haddad, W. M.; T. Hayakawa; J. M. Bailey (2006). “Adaptive Control for Nonlinear Compartmental Dynamical Systems with Applications to Clinical Pharmacology”. 《Systems & Control Letters》 55: 62–70. doi:10.1016/j.sysconle.2005.05.002.
↑  Haddad, W. M.; J. M. Bailey; T. Hayakawa; N. Hovakimyan (2007). “Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia”. 《IEEE Transactions on Neural Networks》 18 (4): 1049–1066. doi:10.1109/tnn.2007.899164. PMID 17668661.
↑  Volyanskyy, K. Y.; W. M. Haddad; J. M. Bailey (2009). “Adaptive Disturbance Rejection Control for Compartmental Systems with Application to Introoperative Anesthesia Influenced by Hemorrhage and Hemodilution Effects”. 《International Journal of Adaptive Control and Signal Processing》 23: 1–29. doi:10.1002/acs.1029.
↑  Haddad, W. M.; J. M. Bailey (2009). “Closed-Loop Control for Intensive Care Unit Sedation”. 《Best Practice & Research Clinical Anaesthesiology》 23 (1): 95–114. doi:10.1016/j.bpa.2008.07.007. PMID 19449619.
↑  Haddad, W. M.; K. Y. Volyanskyy; J. M. Bailey; J. J. Im (2011). “Neuroadaptive Output Feedback Control for Automated Anesthesia with Noisy EEG Measurements”. 《IEEE Transactions on Control Systems Technology》 19 (2): 268–284. doi:10.1109/tcst.2010.2042810.
↑  Volyanskyy, K. Y.; W. M. Haddad; J. M. Bailey (2011). “Pressure- and Work-Limited Neuroadaptive Control for Mechanical Ventilation of Critical Care Patients”. 《IEEE Transactions on Neural Networks》 22 (4): 614–626. doi:10.1109/tnn.2011.2109963. PMID 21411402.