You can put simple logic in WHERE conditions and use (year,week) pairs for GROUP BY:
SELECT SUM(Duration), Week, Type, Year
FROM UP26rotordowntime
WHERE Year = 2005 AND Week >= 10
OR Year BETWEEN 2006 AND 2013
OR Year = 2014 AND Week <= 14
GROUP BY Year,Week