Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The paper deals with the design of speed and flux state-space controller for induction motor drive. Linear Quadratic Regulator theory is employed. Optimal controller gain matrix is calculated for a set of operating points. The artificial neural network (ANN) is trained to provide gain matrix for any operating point. Proposed control scheme has been extensively tested in simulation. Results show promissing robustness against machine parameters variations. A nonlinear and non-stationary plant control task has been solved with the help of Linear Time-Invariant (LTI) system theory and ANN-based function approximator.
['Lech M. Grzesiak', 'Bartlomiej Ufnalski']
I am writing a research paper on a idea Neural-Network-based Programmable State Feedback Controller for Induction Motor Drive
[{"from": "human", "value": "I am writing a research paper on a idea Neural-Network-based Programmable State Feedback Controller for Induction Motor Drive"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The paper deals with the design of speed and flux state-space controller for induction motor drive. Linear Quadratic Regulator theory is employed. Optimal controller gain matrix is calculated for a set of operating points. The artificial neural network (ANN) is trained to provide gain matrix for any operating point. Proposed control scheme has been extensively tested in simulation. Results show promissing robustness against machine parameters variations. A nonlinear and non-stationary plant control task has been solved with the help of Linear Time-Invariant (LTI) system theory and ANN-based function approximator."}]