Litcius/Paper detail

Nonadaptive Rotor Speed Estimation of Induction Machine in an Adaptive Full-Order Observer

Marcin Morawiec, Paweł Kroplewski, Charles I. Odeh

2021IEEE Transactions on Industrial Electronics29 citationsDOIOpen Access PDF

Abstract

In the sensorless control system of an induction machine, the rotor speed value is not measured but reconstructed by an observer structure. The rotor speed value can be reconstructed by the classical adaptive law with the integrator. The second approach, which is the main contribution of this article, is the nonadaptive structure without an integrator. The proposed method of the rotor speed reconstruction is based on an algebraic relationship – the rank of the mathematical model of the observer system is not increased. However, the problem with the stabilization of the observer structure does exist. For near to zero rotor speed or in the regenerating mode of an induction machine, the speed observer structure can be unstable. Therefore, in this article, the new stabilization functions are proposed. The stability is provided by the Lyapunov theorem and the practical stability theorems in which the uncertainty of parameters is considered. In the proposed solution, the newly introduced stabilization functions guarantee observer stability during both the motoring and regenerating conditions at the chosen low rotor speed ranges and for different load torque values. All the theoretical considerations were confirmed by simulation and experimental tests during the chosen working modes and uncertainties of nominal parameters of the induction machine.

Topics & Concepts

Control theory (sociology)Observer (physics)IntegratorRotor (electric)Lyapunov functionTorqueInduction motorState observerStability (learning theory)Computer scienceLyapunov stabilityMathematicsControl engineeringEngineeringControl (management)PhysicsArtificial intelligenceComputer networkMachine learningThermodynamicsQuantum mechanicsElectrical engineeringBandwidth (computing)Nonlinear systemMechanical engineeringVoltageSensorless Control of Electric MotorsElectric Motor Design and AnalysisControl Systems in Engineering