The improvement of the case study buildings ranged from 12% to 32% after six design changes. Further details of this study can be found in [6]. Based on the success of this preliminary study, a more comprehensive knowledge-base is proposed in this paper. This knowledgebase includes information about the effect of ten design variables on illuminance.