It's not just TV series in my mind. I've seen dozens of movies that start with a great premise, rockin' right along and then run out of steam near the end. Comedies are the worst. Best jokes and plot up front, then filler for the rest.
Those movies don't have enough content for a feature length show and TV shows often don't have enough content to go beyond a season.