How do models give us knowledge ? The case of Carnot ’ s ideal heat engine

Our concern is in explaining how and why models give us useful knowledge. We argue that if we are to understand how models function in the actual scientific practice the representational approach to models proves either misleading or too minimal. We propose turning from the representational approach to the artefactual, which implies also a new unit of analysis: the activity of modelling. Modelling, we suggest, could be approached as a specific practice in which concrete artefacts, i.e., models, are constructed with the help of specific representational means and used in various ways, for example, for the purposes of scientific reasoning, theory construction and design of experiments and other artefacts. Furthermore, in this activity of modelling the model construction is intertwined with the construction of new phenomena, theoretical principles and new scientific concepts. We will illustrate these claims by studying the construction of the ideal heat engine by Sadi Carnot.

[1]  Mary Elizabeth Lynch,et al.  The externalized retina: Selection and mathematization in the visual documentation of objects in the life sciences , 1988 .

[2]  R. Giere The Cognitive Basis of Science: Scientific cognition as distributed cognition , 2002 .

[3]  Daniela M. Bailer-Jones,et al.  When scientific models represent , 2003 .

[4]  Peter Godfrey-Smith,et al.  The strategy of model-based science , 2007 .

[5]  Marcel Boumans,et al.  Built-In Justification , 1999 .

[6]  Mauricio Suárez,et al.  An Inferential Conception of Scientific Representation , 2004, Philosophy of Science.

[7]  Pa Peter Kroes,et al.  Technology and Science-Based Heuristics , 1995 .

[8]  R. Giere How Models Are Used to Represent Reality , 2004, Philosophy of Science.

[9]  M. Suárez,et al.  Scientific representation: against similarity and isomorphism , 2003 .

[10]  P. Teller Twilight Of The Perfect Model Model , 2001 .

[11]  Steven French,et al.  A Model‐Theoretic Account of Representation (Or, I Don't Know Much about Art…but I Know It Involves Isomorphism) , 2003, Philosophy of Science.

[12]  Roman Frigg,et al.  Scientific Representation and the Semantic View of Theories , 2006, THEORIA.

[13]  Tarja Knuuttila,et al.  Models, Representation, and Mediation , 2005, Philosophy of Science.

[14]  Demetris Portides,et al.  Scientific Models and the Semantic View of Scientific Theories , 2005, Philosophy of Science.

[15]  Michael Weisberg Who is a Modeler? , 2007, The British Journal for the Philosophy of Science.

[16]  Martina Merz,et al.  Multiplex and Unfolding: Computer Simulation in Particle Physics , 1999, Science in Context.

[17]  Mieke Boon,et al.  How Science Is Applied in Technology , 2006 .

[18]  James Ladyman,et al.  Reinflating the Semantic Approach , 1999 .

[19]  Steven French,et al.  The Model-Theoretic Approach in the Philosophy of Science , 1990, Philosophy of Science.

[20]  Atro Voutilainen,et al.  A Parser as an Epistemic Artifact: A Material View on Models , 2003, Philosophy of Science.

[21]  Herman Erlichson,et al.  Sadi Carnot, `Founder of the Second Law of Thermodynamics' , 1999 .

[22]  Daniela M. Bailer-Jones,et al.  Tracing the Development of Models in the Philosophy of Science , 1999 .

[23]  A. Bartels Defending the structural concept of representation , 2006, THEORIA.

[24]  Mauricio Suárez,et al.  Theories, Models, and Representations , 1999 .

[25]  Jiajie Zhang,et al.  The Nature of External Representations in Problem Solving , 1997, Cogn. Sci..

[26]  Tarja Knuuttila,et al.  Models as Epistemic Tools in Engineering Sciences: A Pragmatic Approach. , 2009 .

[27]  Herbert A. Simon,et al.  Why a diagram is (sometimes) worth 10, 000 word , 1987 .

[28]  Margaret Morrison,et al.  Models as Mediating Instruments , 1999 .