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Review of DC Motor Modeling and Linear Control: Theory with Laboratory Tests

Miklós Kuczmann

2024Electronics17 citationsDOIOpen Access PDF

Abstract

This review paper introduces the modeling, measurement, identification and control of direct current motors based on the state space modeling and the transfer function representation. These models are identified by real laboratory measurements, and the simulated results are compared with the measurements. Continuous-time and discrete-time PID (Proportional-Integral-Derivative) controllers, discrete-time state feedback and linear quadratic controllers are designed mathematically. The designed controllers are realized by the microcontroller Arduino UNO, and the behavior of the controllers is compared and analyzed. The noisy current signal has been measured by a discrete-time observer, steady-state Kalman filtering is also studied. The practical results of the implemented controllers support the theoretical results very well.

Topics & Concepts

Control theory (sociology)PID controllerTransfer functionKalman filterState-space representationControl engineeringDC motorMicrocontrollerDiscrete time and continuous timeComputer scienceState spaceObserver (physics)Representation (politics)System identificationState observerEngineeringControl (management)MathematicsNonlinear systemAlgorithmData modelingArtificial intelligenceTemperature controlLawPoliticsDatabaseQuantum mechanicsPolitical scienceStatisticsPhysicsComputer hardwareElectrical engineeringSensorless Control of Electric MotorsSensor Technology and Measurement SystemsIndustrial Automation and Control Systems
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