The aim is to predict the breakdown time of a machine as a percentage of scheduled hours for the next day. So my time series looks like this,
Break_down_percentage = 7%, 8%, 10%, 6%, 12 % etc.
There are 315 data points which can be used to test the different models. I used ets(), arima()...