Abstract: PID controllers for industrial processes have been usually tuned by methods such as Ziegler-Nichols, Cohen-Coon, frequency-based, root-locus-based and many others. Metaheuristic methods ...

The project is organized into modular components to separate concerns between the GUI, optimization logic, and simulation control. Run Training: Click the "Start Optimization" button. The application ...

Optimization techniques like Genetic-based algorithms derive the Genetic operations to yield the optimal result in a given optinmzation problem. In the realm of controller tunning, finding the most ...

The induction motors has been widely used in various industries due to its robustness maintenance free operation, better efficiency and lower cost. In different industries, wide range of speed control ...

1 Faculty of Electrical Technology and Engineering (FTKE), Universiti Teknikal Melaka Malaysia, Melaka, Malaysia. 2 Institut Matematik Kejuruteraan (IMK), Universiti Malaysia Perlis (UniMAP), Perlis, ...