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Robust optimization control for turbidity process with large inertia and time-delay in waterworks
Hui Zhang1, Jianqi Liu1, Zicong Chen1
1School of Automation, Guangdong University of Technology, Guangzhou 510006, Guangdong, China.
A new Twice-Optimal Control and Construction Pruning (TOCCP) strategy enhances industrial process control for systems with large inertia and time delays. This method improves stability and robustness, particularly in disturbance rejection and set-point tracking.
Area of Science:
- Control Engineering
- Process Optimization
- Chemical Engineering
Background:
- Industrial processes often exhibit large inertia and time delays, complicating optimization and control.
- Traditional control methods struggle to maintain stability and robustness in such systems.
Purpose of the Study:
- To propose a novel Twice-Optimal Control and Construction Pruning (TOCCP) strategy for optimizing industrial processes with significant inertia and time delays.
- To enhance the fast stability and robustness of these complex systems.
Main Methods:
- The TOCCP strategy integrates Twice-Optimal Control (TOC) to eliminate time delay effects via an infinite-dimensional state observer.
- Construction Pruning (CP) is employed to enhance mid-band damping and system robustness.
- An exhaustive algorithm identifies the optimal time scale for system response speed adjustment.
Main Results:
- Simulation results demonstrate that TOCCP significantly improves system robustness, particularly in disturbance rejection and set-point tracking.
- The strategy effectively addresses the challenges posed by large inertia and time delays.
- A practical parameter tuning formula is provided, aiding industrial implementation.
Conclusions:
- The TOCCP strategy offers a practical and easily implementable solution for controlling industrial processes with large inertia and time delays.
- It provides enhanced stability, robustness, and performance in disturbance rejection and set-point tracking.
- This approach offers valuable guidelines for the industrial application of advanced control techniques.
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