weather finance data-science machine-learning statistics climate dependency-analysis xarray data-generation data-generator copula principal-component-analysis data-augmentation augmentation oversampling syntheti
以图1所示直驱风机并网系统为例对设备级的宽频振荡传播特性进行分析。其主要包括永磁同步机(Permanent Magnet Synchronous Generator, PMSG)及其传动系统、机侧换流器(Machine Side Converter, MSC)及其控制系统和网侧换流器(Grid Side Converter, GSC)及其控制系统。其中,Pin、Pe分别为机侧输出功率、网侧输入功率,Cdc...
Python3的多线程并发式高频交易平台, 提供一致的回测和实时交易解决方案 它遵循现代设计模式 2025-03-11 10:44:40 积分:1 算法机器学习深度学习(Deep Learning)自然语言处理(NLP)CC++Python面试笔记 2025-03-11 09:34:56 积分:1 基于SSM+小程序的计算机实验室排课与查询管理系统.zip 2025-03-11 08:...
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python dmey.github.io/synthia Topics weather finance data-science machine-learning statistics climate dependency-analysis xarray data-generation data-generator copula principal-component-analysis data-augmentation augmentation...
3 仿真算例 为了验证本文所提宽频振荡因果分析方法的准 确性和可行性,在 Matlab/Simulink 中搭建直驱风机 并网系统和含风电场的四机两区系统,分别对控制 器内部各环节和复杂系统各母线之间的振荡因果关 系进行分析说明.本节中 Copula 传递熵的计算采用 了开源 Python 工具包 Copent[30].其中,嵌入维度 的取值...
To simulate data from the copula: Generate samples from a uniform distribution. Transform these samples using the inverse of the copula function. The implementation was conducted using Python and the OpenTURNS library [56]. 4. Machine Learning Methods Machine learning methods for regression are ...
The implementation was conducted using Python and the OpenTURNS library [56]. 4. Machine Learning Methods Machine learning methods for regression are designed to predict a continuous outcome variable based on one or more predictor variables. Six supervised machine learning regression methods, i.e., ...