Engine-PSO-matlab

Efficiency optimization of IPMSM with PI controller and loss minimization algorithm. Good for comparison and simulation results.

说明：   已知某控制系统结构图如下所示,要求设计校正环节G(s),使系统对于阶跃输入的稳态误差为零。使系统校正后的相角裕量γ≥45°，幅值裕量kg≥10db。(Known structure of a control system as shown below, links to design correction G (s), allowing the system to step input for the steady-state error to zero. The system after correction phase margin γ ≥ 45 °, the amplitude margin kg ≥ 10db.)

我编写的改进的elman神经网络应用程序，第一次上传(prepared by the improved elman neural network applications, the first upload)

用matlab做的简易小钢琴，鼠标点击即可播放音乐(Using matlab to do a simple piano, mouse click to play music)

非线性滤波器工具箱，国外经典工具箱，可以节省大量精力，非常值得借鉴(Nonlinear filter toolbox, toolbox foreign classics, you can save a lot of energy, very worth learning)

该程序是MATLAB源程序，通过区域生长来对图像进行分割。(MATLAB source code of the program is through the growth to the region segmentation of images.)

方位估计是阵列信号处理的重要内容，使用单个矢量传感器估计信号方位近几年才发展起来(DOA estimation array signal processing is an important aspect of using a single vector-sensor estimate signal directions only in recent years developed)

fastICA algorithm,blind signal processing helpful

实测一组机械系统的振动信号，记录采样频率、采样点数，估计该组振动信号的均值、均方值、方差、自相关函数和功率谱，其中功率谱估计对比频率平滑与分段平滑的效率，针对分段平滑、分析不同平滑次数对功率谱估计的影响(Found a mechanical vibration signal system, the recording sampling frequency, sampling points, the estimated mean the set of vibration signals mean square value, variance, autocorrelation function and power spectrum, wherein the power spectrum estimation and comparison of frequency smoothing piecewise smooth efficiency for piecewise smooth, analyze the impact of different smooth frequency power spectrum estimation)

该程序为微粒群算法与遗传算法求解pid参数整定MATLAB程序，优化结果包含参数输出与参数曲线变化图。(The program solves the PID parameter tuning MATLAB program for particle swarm optimization and genetic algorithm, and the optimization results include parameter output and parameter curve change diagram.)