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Real-Time Implementation of a Microcontroller-Based Coupled-Tank Water Level Control System with Feedback
1Baylan Water Meters Research and Development, Izmir 35620, Türkiye.
This study compares three liquid level control strategies for a coupled tank system (CTS). Feedback linearization-based controllers demonstrated superior overshoot and tracking, while fuzzy logic controllers excelled in settling time.
Area of Science:
- Control Engineering
- Embedded Systems
- Nonlinear Control Theory
Background:
- Accurate liquid level control is crucial in many industrial processes.
- Coupled Tank Systems (CTS) present nonlinear dynamics, challenging traditional control methods.
- Embedded systems offer a platform for real-time implementation of advanced control strategies.
Purpose of the Study:
- To develop and evaluate nonlinear control strategies for an embedded CTS.
- To compare the performance of Fuzzy Logic Controller (FLC), Feedback Linearization (FL)-based PID, and FL-based FLC.
- To assess controllers based on overshoot, settling time, and tracking accuracy.
Main Methods:
- Development of an embedded CTS using an ARM Cortex M7 microcontroller.
- Implementation and simulation of FLC, FL-PID, and FL-FLC strategies.
- Real-time testing on a physical CTS prototype with custom software and GUI.
Main Results:
- FL-based FLC and FL-PID controllers showed improved overshoot and tracking compared to FLC.
- FLC and FL-based FLC achieved better settling times than FL-PID.
- FL-based FLC demonstrated excellent overall performance in tracking, overshoot, and settling time.
Conclusions:
- Feedback linearization techniques enhance performance on nonlinear CTS.
- FL-based FLC provides a robust and accurate solution for embedded liquid level control.
- The developed embedded system facilitates real-time validation of advanced control algorithms.
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