Discrete Fractional-Order PID Control
This implementation utilizes a discrete fractional-order control algorithm for PID parameter tuning, featuring advanced mathematical foundations for precision control applications.
LIBSVM Toolbox: A Comprehensive Support Vector Machine Implementation
LIBSVM is a simple, easy-to-use, and efficient software package developed by Professor Lin Chih-Jen and colleagues at National Taiwan University for SVM pattern recognition and regression. It provides pre-compiled executables for Windows systems along with full source code for customization and cross-platform deployment. The package requires minimal parameter tuning with comprehensive default settings, includes cross-validation functionality for model evaluation, and supports various SVM formulations including C-SVM, ν-SVM, ε-SVR, and ν-SVR, along with multi-class classification using one-versus-one strategy.
Implementation of Adaptive Control Using Model Reference Approach
Implementation of adaptive control using model reference methodology with Lyapunov stability theory for parameter adaptation design
Motor Drive Simulink Model with PI Controller Parameter Tuning
Simulink model for motor drive system featuring PI controller parameter adjustment to simulate control performance, including program execution result diagrams with implementation insights
Incremental PID Control Algorithm Implementation
This code implements PID parameter regulation using an incremental control algorithm approach.
MATLAB Implementation of Gaussian Kernel Function with Code Descriptions
MATLAB program implementation of the Gaussian kernel function, a commonly used kernel in machine learning, with enhanced technical explanations and implementation details.
Spatial Identification of PMSM Direct Torque Control Systems
Spatial Identification of PMSM Direct Torque Control Systems with Implementation Approaches