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An ADRC Strategy With Sequential Output Stacking Extended State Observers to Evaluate Hydraulic Torque for a Continuous-Wave Pulse Generator

Zhidan Yan, Shiyan Deng, Zhenyu Yang, Yan-ping Wang, Yunfeng Lu, Xiucai Shi

2023IEEE Transactions on Industrial Informatics19 citationsDOI

Abstract

The quality of pressure signals is intricately linked to the speed variation characteristics of the permanent magnet synchronous motor (PMSM) employed to drive the rotor of the continuous wave pulse generator. However, achieving precise control of PMSM is significantly challenged by complex and time-varying drilling operating conditions. A serial <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ADRC (S <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ADRC) is presented to increase the control motor's immunity and dynamic performance, where “ <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ” indicates the number of sequential output stacking extended state observers (SOS-ESOs) equal to the highest order of the disturbance. Based on the deduced continuous wave pulse generator rotor model, first-order SOS-ESO is intended to detect the first-order disturbance, with the higher order SOS-ESO designed to anticipate the residual disturbances in order to accomplish real-time and precise hydraulic torque prediction. Moreover, the estimation performance of SOS-ESO is analyzed, and the intrinsic stability of S <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ADRC with the speed loop control system is rigorously demonstrated using the Lyapunov theory. Additionally, SOS-ESO is employed in simulation to resist polynomial disturbances, and it is discovered that the <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> thorder SOS-ESO may successfully suppress complex disturbances up to ( <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> -1) order. Finally, the control performance of S <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ADRC is compared to that of classical control methods in both the simulation and experiment, and the results show that S <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</i> ADRC has excellent rapidity and stability in motor control, which opens up a wide range of possibilities for practical applications in control and engineering fields.

Topics & Concepts

Control theory (sociology)TorqueComputer scienceStackingGenerator (circuit theory)State (computer science)Control engineeringEngineeringPower (physics)Control (management)PhysicsArtificial intelligenceAlgorithmThermodynamicsQuantum mechanicsNuclear magnetic resonanceElectromagnetic Launch and Propulsion TechnologyParticle accelerators and beam dynamicsMagnetic confinement fusion research