LSTM-Human-Activity-Recognition-master

说明：  在MATLAB环境下，分别建立了5、7、9级MMC直流传输模型，验证了CPS-SPWM模式的特性。结果表明，对于低电平MMC变换器，PWM具有良好的逼近调制波的能力，谐波分量少，等效开关频率低。(In the MATLAB environment, MMC DC transmission models of 5, 7 and 9 levels are built respectively, and the characteristics of CPS-SPWM mode are verified. The results show that for low-level MMC converter, PWM has a good ability to approach the modulation wave, with less harmonic components and less equivalent switching frequency rate)

说明：  lstm时间预测matlab代码。程序说明：DATA.mat 是一行时序值， numdely 是用前numdely个点预测当前点，cell_num是隐含层的数目，cost_gate 是误差的阈值。直接在命令行输入RunLstm(numdely,cell_num,cost_gate)即可(This is the matlab code of LSTM time prediction. Program description: data.mat is a row of sequential values,, Numtell is to use the previous numtell points to predict the current point. Cell num is the number of hidden layers, and cost gate is the threshold of error. Enter runlstm numtell from the command line)

说明：  该文基于模型预测控制理论， 提出一种考虑多时空尺度协调的风电集群有功分层预测控制方法。 该方法将风电集群在空间尺度上分为三层控制层，将超短期风电功率预测值在时间尺度上逐层细化，并对各层滚动优化环节进行了优化建模。 仿真分析中通过与常用有功分配方法对比， 结果表明文中所提方法在保证系统安全运行和满足集群计划的同时，能够提高风电消纳能力，合理利用风能资源和分配集群内风电功率。(Based on the model predictive control theory, this paper proposes a wind power cluster active layered predictive control method that considers multi-temporal scale coordination. The method divides the wind power cluster into three layers on the spatial scale, and predicts the ultra-short-term wind power prediction value on a time scale, and optimizes the rolling optimization of each layer. Compared with the commonly used active power allocation method in the simulation analysis, the results show that the proposed method can improve the wind power consumption capacity, rationally utilize the wind energy resources and allocate the wind power in the cluster while ensuring the safe operation of the system and meeting the cluster plan.)

一个不错的做图软件，功能比较强大，便于学习-Make a good map software, the more powerful features, easy to learn

西电廖桂生阵列信号处理PPT，讲的非常好，里边还有复习总结，知识要点。(The PPT.drafted by proffessor Liao, for array signal processing,)

inverter schematic 500w power ups

一个FIFO的页面置换算法，使用java实现-A FIFO page replacement algorithm, the use of java to achieve

说明：  windsat风场数据读取，包括月平均，3天平均及其他(WindSat wind data reading, including monthly average, 3-day average and others)

说明：  iNTERNET OF THINGS BASED

搭建单相桥式逆变电路仿真模型，设置负载突变，观察电路的动态性能(The simulation model of single phase bridge inverter circuit is set up, and load mutation is set to observe the dynamic performance of the circuit.)