Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"neural network-based control"”.
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Advanced Neural Network Based Control for Automotive Engines
… investigates the application of artificial neural networks (NN) in air/fuel ratio (AFR) control of spark ignition(SI) engines. Three advanced neural network based control schemes are proposed: radial basis function(RBF) neural network based feedforward-feedback control scheme, RBF based …
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Neural network-based control of flexible-link manipulators
The problem of modeling and control of flexible-link manipulators has received much attention in the past several years. There are a number of potential advantages arising from the use of light-weight flexible-link manipulators, such as faster operation, lower energy consumption, and higher …
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Adaptive and Neural Network-Based Aircraft Tracking Control with Synthetic Jet Actuators
… (SJA) can be used to achieve maneuvering control in aircraft by delivering controllable airflow perturbations near the wing surface. Trajectory tracking control design for aircraft equipped with SJA is particularly challenging, since the controlling actuator itself has an uncertain dynamic …
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Dynamic Neural Network-based Adaptive Inverse Optimal Control Design
This dissertation introduces a Dynamical Neural Network (DNN) model based adaptive inverse optimal control design for a class of nonlinear systems. A DNN structure is developed and stabilized based on a control Lyapunov function (CLF). The CLF must satisfy the partial Hamilton Jacobi-Bellman (HJB) …
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Monitoring and control of biological textile wastewater treatment using artificial neural networks
… concerned with the development of an artificial neural network based control scheme (ANNBCS) to improve the performance of a combined anaerobic and aerobic treatment process for textile industrial effluents. The ANNBCS acquired the required input data from on-line sensors, processed this …
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Neural Model-Based Advanced Control of Chylla-Haase Reactor
… objective of this thesis is to develop advanced control method and to design advanced control system for the polymerization reactor (Chylla-Haase) to maintain the high accurate reactor temperature. The first stage of this research start with the development of mathematical model of the process. …
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Neural networks in control engineering
… is to investigate the viability of integrating neural networks into control structures. These networks are an attempt to create artificial intelligent systems with the ability to learn and remember. They mathematically model the biological structure of the brain and consist of a large number of …