Most modern chapter book series are like this. After more than fifty books, the kids in the Magic Tree House are still the same ages. Sometimes prior adventures are mentioned in those, but you don't really need to have read the prior books. Look at chapter books in a book store to find recent examples. Nancy Krulik has a new series that might be a good starting point.