1. Department of Mechanical Engineering, College of Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
2. Centre for Settlements Studies, College of Art and Built Environment, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana