How to Preprocess Time Series Data with MATLAB

版本 1.0.0 (6.4 MB) 作者: Neha Goel
This submission shows how to preprocess time series data in MATLAB using a PMU data analysis example.
387.0 次下载
更新时间 2019/10/21

查看许可证

In this submission we demonstrate how you can process, and clean time series data stored in Excel sheets, in multiple formats, and with multiple sampling rates in MATLAB. We start with importing data from excel sheets using "import tool". Next, we focus on how to prepare the data to convert to "timetable" datatype.
We further deep dive on preprocessing functions available with timetables including synchronizing the data sets to a common time reference, assessing data quality, and dealing with duplicate & missing data. At the end we show the stacked plot of variables with row times.

引用格式

Neha Goel (2024). How to Preprocess Time Series Data with MATLAB (https://www.mathworks.com/matlabcentral/fileexchange/73058-how-to-preprocess-time-series-data-with-matlab), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2019b
与 R2019b 及更高版本兼容
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 Timetables 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

HowToPreprocessTimeSeriesData

版本 已发布 发行说明
1.0.0