Predict future value with time period using non linear regression model Here I have dataset import from csv file. I want to predict the next value with the time series. Can we use nonlinear regression model to predict the value for next time period or Is there any regression model can we use to predict the value?

Here I upload the subset of my original dataset.

 Time     x     x1   x2     y
0:06:00  63    NaN   NaN   63
0:07:00  63    NaN   20    104
0:08:00  104   11     0     93
0:09:00  93    0      0     ?
If your data is time series data then you should analyze it accordingly, with a time series model. Alternatively, you could build a regression model with polynomials or splines, depending on your data and how "curvy" it is. Another option would be a GAM model (Generalized Additive Model), which works very well with curves of various shapes.