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Published on: November 24, 2021
Multiobjective optimization design of a fractional order PID controller for a gun control system.
Qiang Gao1, Jilin Chen, Li Wang
1School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210014, China. qgao5914@163.com
This study introduces an advanced fractional order PID controller for gun control systems. Optimized using a novel evolutionary algorithm, it achieves rapid, accurate, and robust motion control.
Area of Science:
- Control Engineering
- Robotics
- Applied Mathematics
Background:
- Motion control of gun barrels is critical for high-performance gun control equipment.
- Traditional control strategies often face limitations in achieving desired accuracy and robustness.
Purpose of the Study:
- To develop an optimal fractional order PID control strategy for gun barrel motion control.
- To propose a novel multiobjective optimization algorithm for tuning controller parameters.
Main Methods:
- A fractional order PID (FOPID) control strategy was implemented for the gun control system.
- A multiobjective optimization scheme based on Pareto optimal solutions and differential evolution was developed.
- Opposition-based learning and adaptive mutation were incorporated to enhance the optimization algorithm's performance.
Main Results:
- The proposed optimization method successfully identified optimal parameters for the FOPID controller.
- Numerical simulations demonstrated that the controlled system exhibits fast response times and high accuracy.
- The control system showed significant robustness against uncertainties and disturbances.
Conclusions:
- The developed parameter tuning method for fractional order PID controllers is effective for gun control systems.
- The proposed approach enhances system performance in terms of speed, precision, and robustness.
- This work contributes a novel optimization technique applicable to complex control problems.
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