In a large bowl, place cabbage, onion and green pepper.
In a small saucepan, combine sugar, vinegar and oil; bring to boil.
Immediately pour over vegetables.
Add salt, black pepper and celery seed; mix well.
Cover and refrigerate for 12 hours or longer.