In a large skillet, add olive oil and melt butter over low heat. Add sliced onions and stir until onions are tender, about 5-7 minutes. Sprinkle brown sugar over onions and stir to coat. Continue cooking over low heat, stirring occasionally for 35-40 minutes, until medium brown and caramelized. Remove onions from heat and let cool completely.