Hi there,
I stayed at the Hotel Arguelles in Madrid for a fez nights. The hotel Arguelles is located in a very convenient area close to the city centre and close to some tube stations.
The streets can be a bit noisy at night especially on weekends.
Good rooms and yummy spansish food.
You can easily book a room on this website.