NARX _Future Prediction of Pollution for Next 6 Months_ Solving Non-linear Time Series Problem
Автор: Dr.M.Sivakumar
Загружено: 2020-12-24
Просмотров: 7495
Описание:
#free #matlab #microgrid #tutorial #electricvehicle #predictions #project To Solve a Non-linear Time Series Problem with a Dynamic Neural Network using Neural Network Time-series Tool.
0:40 How to get this interactive matlab tool
1:43 Introduction to Neural Network TIME SERIES APP: TO SOLVE Non-linear Time Series Problem
15:38 HOW TO SELECT AND IMPORT THE DATA FROM EXCEL SHEET
22:00 Procedures to train the Data and plotting the results
26:50 Evaluate the network
30:00 Steps to create Simulink model for your trained model
33:00 save the results in matlab workspace.
34:01 View the Target & output and other parameters from Workspace window.
Prediction is a kind of dynamic filtering, in which past values of one or more time series are used to predict future values.
Three options are available to solve
1) Non linear Auto regressive with External Input (NARX)
2) Non linear Autoregressive (NAR)
3) Non linear Input & Output (NIO)
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