R - time series decomposition without detection of seasonality
Without seeing your data it is hard to tell whether there is seasonality or not. The decompose() function will try to find seasonality using a different approach than tbats() as discussed in this post and the user comments of this blog post by the author of tbats. 

I would recommend to post your data and discuss what you are trying to achieve to get more guidance.