Dear P. Dinesh Kumar,

I suggest you to see links on topic.

RPubs - Artificial Neural Networks in R

https://rpubs.com/julianhatwell/annr

Creating & Visualizing Neural Network in R - Analytics Vidhya

https://www.analyticsvidhya.com/.../creating-visualizing-neural-net...

Tutorial for the nnfor R package – Nikolaos Kourentzes - kourentzes.com

https://kourentzes.com/forecasting/.../tutorial-for-the-nnfor-r-packa...

4 Strategies for Multi-Step Time Series Forecastin https://machinelearningmastery.com/multi-step-time-series-forecast...

Advances In Dynamics, Instrumentation And Control, Volume Ii - ... https://books.google.dz/books?isbn=9814474908

Best regards

Check this:

https://otexts.com/fpp2/nnetar.html

neuralnet package in R is not for forecasting try MLP package in R

Hi,

This is the update of the response to the question asked, please take a look at links on subject.

https://www.datacamp.com/community/tutorials/neural-network-models-r

https://datascienceplus.com/neuralnet-train-and-test-neural-networks-using-r/

https://rviews.rstudio.com/2020/07/20/shallow-neural-net-from-scratch-using-r-part-1/

https://www.learnbymarketing.com/tutorials/neural-networks-in-r-tutorial/

https://www.pluralsight.com/guides/machine-learning-with-neural-networks-r

Best regards