Merlion icon indicating copy to clipboard operation
Merlion copied to clipboard

Forecasting using past and / or future external data

Open eldritchhh opened this issue 3 years ago • 2 comments

As mentioned in title, is it possible to forecast using future external data?

eldritchhh avatar Oct 06 '21 14:10 eldritchhh

This is a feature we are considering to add in a future version of Merlion. Would you mind elaborating on exactly how you'd like to use this future external data?

aadyotb avatar Oct 22 '21 21:10 aadyotb

For example: if I would like to forecast a solar panel energy production I (maybe) would use past energy data, past temperature data, ... but almost surely future wheather forecast (solar irradiation, cloud cover, temperature ...) for the prediction horizon. Would be fantastic if I could fit this type of past and future data / regressor in a single model.

eldritchhh avatar Nov 02 '21 15:11 eldritchhh