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Optimal Digital Implementation of Fractional-Order Models in a Microcontroller.
Mariusz Matusiak1, Marcin Bąkała1, Rafał Wojciechowski1
1Institute of Applied Computer Science, Łódź University of Technology, ul. Stefanowskiego 18/22, 90-924 Lodz, Poland.
Implementing fractional-order (FO) models for brushless DC (BLDC) micromotors is challenging. This study presents efficient FO model approximations and microcontroller implementations for real-world applications.
Area of Science:
- Electrical Engineering
- Control Systems
- Mechatronics
Background:
- Fractional-order (FO) models offer enhanced accuracy for dynamic systems like brushless DC (BLDC) micromotors.
- Implementing FO operators in real-time applications faces computational and memory constraints.
Purpose of the Study:
- To analyze and implement both integer-order (IO) and FO models of BLDC micromotors on a microcontroller (MCU).
- To evaluate and compare different approximation methods for the fractional-order operator.
Main Methods:
- Analysis of classic IO and FO BLDC micromotor models.
- Discretization and implementation of models on an ARM Cortex-M7 microcontroller.
- Application of Oustaloup Recursive filter and Grünwald-Letnikov definition with Short Memory Principle for FO approximation.
- Verification through experimental results and performance index calculations (IAE, ISE).
Main Results:
- Demonstrated efficient implementation of FO models on an MCU.
- Quantified the accuracy of different FO approximation methods using IAE and ISE.
- Validated model performance against experimental data.
Conclusions:
- Approximation methods enable practical implementation of FO BLDC micromotor models.
- The proposed techniques are adaptable to various microcontroller platforms.
- This work facilitates the use of advanced FO control strategies in resource-constrained systems.
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