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May 15, 20260 citationsOpen Access

Intelligent Drive Control: Boosting Efficiency in Hybrid Stepper Motor Systems

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OKOleksandr Mykhailovych KravchenkoPetro Mohyla Black Sea National University

Key Points

  • This research aims to enhance the efficiency of hybrid stepper motor systems through intelligent control mechanisms.
  • Proposed a structure of intelligent control based on vector-indicator and recurrent sequences.
  • Statistical investigation of five hybrid stepper motor models using Matlab Simulink.
  • Utilized two experimental methods for non-contact measurement of rotation angles.
  • Implemented control mechanisms improved efficiency in hybrid stepper motors.
  • Presenting angular movement and currents showed significant voltage drop relationships.
  • Intelligent correction proved necessary for accurate model responses in intelligent systems.

Abstract

An example of the organization of intelligent systems is presented as a further generalization of multi-level network projects implementing modes, measurement, calibration, monitoring, and correction of the control signal. The structure of executive means of intelligent control based on a vector-indicator and recurrent sequences in the form of a transformed expansion into a Taylor series is proposed. It is demonstrated that the exponential representation of the Euler sine with the recurrent expansion and the Laplace transform reduce the nonlinear model to an analytical one for the hybrid stepper motor. Angular movement of the rotor, currents in the phase windings and the transfer function are presented in the image of voltage drops. Five samples of existing hybrid stepper motor models were obtained and statistically investigated in the Matlab Simulink environment. Two experimental research methods of non-contact rotation angle measurement by a mirror-reflected laser beam and a laser rigidly connecting with a rotating shaft are presented. Research of the experimental models for fullstep and half-step settings of the motor driver demonstrates the need for intelligent correction of the model for an adequate response of the executive means of the intelligent systems.

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Cite This Study

Oleksandr Mykhailovych Kravchenko (2026) studied this question.

synapsesocial.com/papers/6a06b928e7dec685947abc42https://doi.org/10.5281/zenodo.20159979
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1INTELLIGENT DRIVE CONTROL: BOOSTING EFFICIENCY IN HYBRID STEPPER MOTOR SYSTEMS2026
  2. 2STEPPER MOTOR MOTION CONTROL: ADVANCED CONTROL STRATEGIES, MICRO STEPPING AND CLOSED-LOOP PERFORMANCE OPTIMIZATION2025
  3. 3STEPPER MOTOR MOTION CONTROL: ADVANCED CONTROL STRATEGIES, MICRO STEPPING AND CLOSED-LOOP PERFORMANCE OPTIMIZATION2025
  4. 4Stepper Motor Operation and Control: A Holistic Review2025
  5. 5Intelligent Speed Control of Hybrid Stepper Motor Considering Model Uncertainty Using Brain Emotional Learning2018 · 27 citations