This paper discusses the use of multiple building performance simulation tools to support the design of a state-of-the-art intelligent library building in Singapore. Building performance simulation tools that include energy analysis program, computational fluid dynamics (CFD) and daylighting models are utilized throughout the design process to evaluate various proposed design schemes, to study the impact of multiple design parameters and to assess the potential of certain design strategies and proposed systems on energy, ventilation, thermal comfort as well as day-lighting performance of the building. The paper also highlights the difficulties encountered during the process and recommendations to overcome the difficulties are discussed.