资源列表
galerkin
- KL展开随机场的程序，利用伽辽金法计算，几个类型的相关函数(The program of KL expansion random field is calculated by Galerkin method)
B-E-S-O
- 分析传统双向渐进结构优化方法（Bi-directional evolutionary structural optimization，简称BESO）存在不足的基础上，针对性的对数值计算进行了合理的改进。并在此基础上分别对宏观结构、微结构优化、材料/结构一体化等相关问题进行了多尺度、多相复合材料布局及拓扑优化等层次系统地研究(Based on the analysis of the shortcomings of the traditional Bi-directional evolutionar
基于粒子群算法的多目标搜索算法
- 本案例是基于粒子群算法的多目标搜索算法，对于多目标搜寻效果不错(This case is a multi target search algorithm based on particle swarm optimization, which has a good effect on multi target search.)
read_obs
- 用Matlab处理GPS导航卫星观测数据的程序，也就是O文件，Rinex 2.11版本，代码仅200多行，且包含大量注释，于2017.12.2日调试通过，可顺利读取体积达10M+的O文件，读取的数据准确无误。函数调用格式： [APXYZ DeltaHEN signal_type obsdata] = read_obs(‘krgg3340.17o’)(Using Matlab to process GPS navigation satellite observation data program,
卡尔曼滤波估测电池SOC
- 利用卡尔曼滤波估计锂离子电池的SOC状态，可以达到良好的效果，误差很小。(Using Kalman filter to estimate SOC state of lithium-ion battery and it can achieve good results with little error.)
Microgrid_dynamic_programming
- 孤岛型微电网能量管理，包含PV, wind, microturbine generator, diesel generator， 采用动态二次规划和内点法。(Matlab scr ipt for energy management of islanded microgrid with PV, wind, microturbine generator, diesel genrator. Dynamic quadratic programming using interior point metho
PMSM_GA
- 进行永磁同步电机双闭环FOC控制，采用遗传算法优化转速环PI参数(Double closed loop FOC control of permanent magnet synchronous motor is carried out, and genetic algorithm is used to optimize the PI parameters of speed loop)
基于线性滤波法的脉动风速模拟
- 详细介绍了自回归技术公式,同时采用此技术模拟具有空间相关性的随机风荷载,给出了用自回归技术模拟脉动风荷载的步骤以及具体 MATLAB程序(In this paper, the technology of autogressivemodel is introduced. Stochasticwind loadingw ith time and spatial correlation is generated by the autogressive-type simulationmethod, gi
code
- 粒子滤波算法在电池寿命预测中的应用，程序仿真(Application of particle filter algorithm in battery life prediction and program simulation)
用matlab编BP神经网络预测程序
- 用matlab编BP神经网络预测程序，MATLAB程序代码-- 人工神经网络及其工程应用(BP neural network prediction program using MATLAB)
python-gpr-master
- github上的非常好用的关于高斯过程回归的python代码，非常好用。(GitHub is a very good code for the Gauss process regression.)
MIMO和Massive MIMO信号检测算法仿真程序
- 本资源中包含了三种线性信号检测算法MRC,ZF,MMSE和非线性信号检测算法ZF-SIC,MMSE-SIC。分别在传统mimo和Massive MIMO系统中进行仿真，分别给出了信噪比-误码率曲线和误码率-接收天线数曲线(MIMO signal detection algorithm)