Automated service composition is critical for successfully implementing Building Automation Systems which facilitate Web services over physical devices. In this paper, we propose a new service composition model using a policy ontology represented by Semantic Web languages. Our proposed model can be a powerful tool to automatically compose services with associating meaningful policies.