This project focuses on designing a control system for washing machines using Simulink and MATLAB to reduce vibrations caused by an unbalanced load. The study aims to create a PID (Proportional-Integral-Derivative) controller to enhance system stability, minimize disturbances, and optimize machine performance.
Why was it created?- To reduce vibrations and noise in washing machines.
- To improve machine stability and efficiency.
- To explore control system design and its real-world applications.
- To optimize PID controller parameters for better washing machine performance.
Modeling the System:
- The washing machine is modeled using mass-spring-damper equations.
- A transfer function is derived to describe machine vibrations.
- Modeling the System:The washing machine is modeled using mass-spring-damper equations.A transfer function is derived to describe machine vibrations.
Designing the Control System:
- A closed-loop PID controller is implemented to regulate machine stability.
- The PID parameters (Proportional, Integral, and Derivative gains) are optimized.
- Designing the Control System:A closed-loop PID controller is implemented to regulate machine stability.The PID parameters (Proportional, Integral, and Derivative gains) are optimized.
Simulink Implementation:
- The system is simulated in MATLAB Simulink.
- The response of the system is analyzed with and without disturbances.
- Simulink Implementation:The system is simulated in MATLAB Simulink.The response of the system is analyzed with and without disturbances.
Performance Analysis:
- The controller reduces overshoot and shortens the settling time.
- The system is tested with different load conditions to ensure stability.
- Performance Analysis:The controller reduces overshoot and shortens the settling time.The system is tested with different load conditions to ensure stability.
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Final-year Computer Engineering student at APU with a focus on software development and robotics.
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