In a large skillet, heat olive oil over medium-high heat. Add onions, celery, carrots and green pepper; cook for 4 minutes.
Stir in garlic and cook 1 more minute.
Remove from heat and transfer to a 6-quart slow cooker; add remaining ingredients.
Cover and cook on low 6 hours or on high 3 hours.