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Published on: November 24, 2021
An approach to design controllers for MIMO fractional-order plants based on parameter optimization algorithm.
1School of Information Science and Engineering, Northeastern University, Shenyang 110006, China.
This study extends parameter optimization for multivariable systems to design controllers for fractional-order plants. The new method creates robust integer-order controllers for complex systems, even with time delays.
Area of Science:
- Control Engineering
- Systems Theory
- Applied Mathematics
Background:
- Fractional-order systems and multiple-input multiple-output (MIMO) systems present unique control challenges.
- Existing parameter optimization methods may not directly apply to these complex plant models.
- Robust controller design is crucial for systems with potential plant variations.
Purpose of the Study:
- To extend existing parameter optimization techniques for multivariable systems.
- To develop a method for designing integer-order controllers for MIMO fractional-order plants.
- To demonstrate the applicability of the method to systems with and without time delays.
Main Methods:
- The study adapts a parameter optimization algorithm for multivariable systems.
- The algorithm is applied to find optimal parameters for integer-order controllers.
- Controller design procedures are illustrated using two distinct MIMO fractional-order system examples.
Main Results:
- The developed algorithm successfully designs integer-order controllers for MIMO fractional-order plants.
- The controller design process accommodates fractional-order plants with or without time delays.
- Simulation results confirm the robustness of the designed integer-order controllers against plant gain variations.
Conclusions:
- The extended parameter optimization method provides an effective approach for controller design in MIMO fractional-order systems.
- Integer-order controllers designed using this method exhibit significant robustness.
- The approach offers a practical solution for controlling complex fractional-order systems.
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