Hi there,
in these threads you can find some inspiration for time series literature and books:
- Books, articles, etc. for Non-Stationary Time Series - #2 by Christian_Simonis
- How to understand the maths in generating the timeseries with different patterns - #3 by Christian_Simonis
It could also make sense consider this course:
Best regards
Christian