Yep, normalcy is a word -- dr. bill subtly teased us on this a while back -- typically used in the phrase "return to normalcy". Perhaps confined to us USn's, though. The word's interesting origin is told in the link dr. bill provided.
http://wordsmith.org/board/showthreaded.pl?Cat=&Board=weeklythemes&Number=56911