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个人简介
Areas of Expertise:
Control Systems: Model Predictive Control, stochastic control, network control
Modeling & System Identification: experiment design, applications
State Estimation: Kalman filtering, nonlinear filtering, Bayesian filtering
Signal Processing: filter design, quantized systems
Telecommunications: network congestion, coding, MIMO wireless
Industrial applications of control, modeling & estimation: process control, aerospace, ore griding, combustion instabiltiies, steel, sugar, mobile communications, natural gas, helicopters
Professor Bitmead's research interests are in the theoretical and application-based areas of dynamical system modeling and control. In particular he has a long history of collaborative research with U.S. and Australian industries concentrating on theories and techniques for modeling, signal processing and control. Bitmead's research extends from using experimental data to build computational models, the application of estimation methods to operating systems, through to the design and performance analysis of feedback mechanisms for more effective operation. Bitmead is developing models to be used in the control of combustion instabilities. This might eventually be applied to a jet engine or to a gas turbine power plant. The aim is to use feedback control to operate these machines at lower fuel to air ratios, which would make them more efficient and pollute less. His dynamic estimation skills are also finding application in cellular phone networks to gain improved network performance.
Control Systems: Model Predictive Control, stochastic control, network control
Modeling & System Identification: experiment design, applications
State Estimation: Kalman filtering, nonlinear filtering, Bayesian filtering
Signal Processing: filter design, quantized systems
Telecommunications: network congestion, coding, MIMO wireless
Industrial applications of control, modeling & estimation: process control, aerospace, ore griding, combustion instabiltiies, steel, sugar, mobile communications, natural gas, helicopters
Professor Bitmead's research interests are in the theoretical and application-based areas of dynamical system modeling and control. In particular he has a long history of collaborative research with U.S. and Australian industries concentrating on theories and techniques for modeling, signal processing and control. Bitmead's research extends from using experimental data to build computational models, the application of estimation methods to operating systems, through to the design and performance analysis of feedback mechanisms for more effective operation. Bitmead is developing models to be used in the control of combustion instabilities. This might eventually be applied to a jet engine or to a gas turbine power plant. The aim is to use feedback control to operate these machines at lower fuel to air ratios, which would make them more efficient and pollute less. His dynamic estimation skills are also finding application in cellular phone networks to gain improved network performance.
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semanticscholar(2021)
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