Professional MATLAB source code with comprehensive documentation and examples
This work develops an emergency evacuation simulation for metro stations based on cellular automata, implemented using MATLAB to visualize crowd evacuation dynamics and calculate evacuation time metrics. The simulation employs probabilistic movement
Implementing finite volume method for one-dimensional Euler equations using second-order MUSCL upwind scheme to simulate flow in an isentropic nozzle, including handling of normal shocks in the divergent section. This approach demonstrates MUSCL sche
This program calculates probability power flow in electrical power systems using the cumulant method combined with Gram-Charlier series expansion, demonstrating excellent convergence characteristics.
MATLAB implementation of C-C method and enhanced C-C method for phase space reconstruction - Processing performance: 3 minutes for 3000 data points - Key references: 1) "Nonlinear dynamics, delay times, and embedding windows.pdf" 2) "Phase space reco
Derived from "Power System Operation and Control" textbook, this example program provides a complete computational framework for solving basic Unit Commitment (UC) problems in power systems. The package includes main program modules, economic dispatc
Practical examples of DS evidence theory applied to data fusion decisions, complete with implementation explanations and reference materials, demonstrating basic combination rules and conflict resolution algorithms
Implementation of Finite-Difference Time-Domain (FDTD) method for simulating 2D Transverse Magnetic (TM) wave propagation using Perfectly Matched Layer (PML) as absorbing boundary conditions.
Comprehensive collection of standard benchmark functions including Sphere, Rosenbrock, Griewank, Ackley, Rastrigin and other classical test functions, suitable for various intelligent optimization algorithms such as Genetic Algorithms, Simulated Anne
Missile trajectory simulation program implementing the fourth-order Runge-Kutta method, providing an effective computational approach for missile trajectory research with detailed algorithmic implementation
Modeling and simulation of PWM rectifiers with dual-loop control capability, validated through successful implementation and performance verification.
MATLAB implementation of traffic flow cellular automaton featuring: * Car-following functionality (implemented using velocity adjustment algorithms based on headway distance) * Lane-changing functionality (using decision matrices with safety/gap acce
This program enables robot formation simulation in MATLAB, featuring sensor modules, communication modules, controller modules, and environmental perception modules. The modular architecture allows easy modification and implementation through paramet
A straightforward fault diagnosis program utilizing KPCA with comprehensive annotations for ease of use
SIR epidemic spread model with MATLAB implementation; includes ready-to-use m-file for direct execution in MATLAB environment.
This MATLAB source code calculates and graphically visualizes the workspace of parallel robots, implementing kinematic constraints and spatial boundary detection algorithms.
DC Microgrid Constant Voltage Control maintains stable DC bus voltage under islanded operation mode through voltage regulation algorithms and power electronic control strategies
MATLAB-based Econometrics Toolbox featuring linear and nonlinear regression implementations, GARCH model estimation, and VAR model construction with statistical analysis capabilities.
Wiener-Hammerstein Modeling and Memory Polynomial Models for Power Amplifiers with Implementation Approaches
For parameter estimation problems, the Cramér-Rao Bound (CRB) establishes a lower bound on the variance of any unbiased estimator. This means it's impossible to obtain an unbiased estimator with variance smaller than this bound, providing a benchmark
This model implements active power-frequency (P-f) and reactive power-voltage (Q-V) droop control strategies to regulate grid-connected inverters, featuring algorithm explanations and key function implementations for power management.