Transient acceleration waveform replication of electro-hydraulic systems using convex combined adaptive controller
Yu Tang1, Kaidong Bo1, Hao Lu1
1State Key Laboratory of Intelligent Mining Equipment Technology, School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou 221116, China.
ISA Transactions
|May 14, 2024
Summary
This study introduces a novel controller to improve the accuracy of acceleration waveform generation in electro-hydraulic systems. The advanced control strategy enhances performance by mitigating system nonlinearities and disturbances.
Area of Science:
- Control Engineering
- Hydraulic Systems
- Signal Processing
Background:
- Electro-hydraulic systems are crucial for generating vibration environments in industrial testing.
- System nonlinearities, variations, and disturbances degrade the accuracy of generated acceleration waveforms.
- Existing control methods struggle to achieve precise transient acceleration waveform replication.
Purpose of the Study:
- To propose a convex combined adaptive controller integrated with input shaping for electro-hydraulic systems.
- To enhance the transient acceleration waveform replication accuracy.
- To address dynamic variations, model uncertainties, and perturbations in electro-hydraulic systems.
Main Methods:
- A hierarchical controller combining a three-variable controller, an input shaping technique, and a convex combined adaptive controller.
- Input shaping controller designed using multi-innovation recursive least squares and zero magnitude error tracking algorithms.
- Adaptive upper-level controller with two filters for fast convergence and high tracking accuracy.
Main Results:
- The proposed controller significantly improved transient acceleration waveform replication accuracy.
- Experimental validation demonstrated superiority over existing methods using random and earthquake waveforms.
- The controller effectively compensated for system nonlinearities and external disturbances.
Conclusions:
- The developed convex combined adaptive controller with input shaping is effective for electro-hydraulic systems.
- This approach offers a robust solution for accurate acceleration waveform generation in vibration testing.
- The controller's adaptive nature ensures reliable performance under varying system dynamics and uncertainties.
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