Conceptual modelling for simulation Part I: definition and requirements

• DOI: 10.1057/palgrave.jors.2602368
• Publication Date: 2007-01-24T10:48:42Z
• Authors: S Robinson
• Keywords: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

Conceptual modelling is probably the most important aspect of a simulation study. It is also the most difficult and least understood. Over 40 years of simulation research and practice have provided only limited information on how to go about designing a simulation conceptual model. This paper, the first of two, discusses the meaning of conceptual modelling and the requirements of a conceptual model. Founded on existing literature, a definition of a conceptual model is provided. Four requirements of a conceptual model are described: validity, credibility, utility and feasibility. The need to develop the simplest model possible is also discussed. Owing to a paucity of advice on how to design a conceptual model, the need for a conceptual modelling framework is proposed. Built on the foundations laid in this paper, a conceptual modelling framework is described in the paper that follows.