David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jonathan Jenkins Ichikawa
Jack Alan Reynolds
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Science and Engineering Ethics 17 (3):553-570 (2011)
Engineers must deal with risks and uncertainties as a part of their professional work and, in particular, uncertainties are inherent to engineering models. Models play a central role in engineering. Models often represent an abstract and idealized version of the mathematical properties of a target. Using models, engineers can investigate and acquire understanding of how an object or phenomenon will perform under specified conditions. This paper defines the different stages of the modeling process in engineering, classifies the various sources of uncertainty that arise in each stage, and discusses the categories into which these uncertainties fall. The paper then considers the way uncertainty and modeling are approached in science and the criteria for evaluating scientific hypotheses, in order to highlight the very different criteria appropriate for the development of models and the treatment of the inherent uncertainties in engineering. Finally, the paper puts forward nine guidelines for the treatment of uncertainty in engineering modeling
|Keywords||Modeling Risk Uncertainty Engineering Science|
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References found in this work BETA
Margaret Morrison & Mary Morgan (eds.) (1999). Models as Mediators. Cambridge University Press.
Carl G. Hempel (1966). Philosophy of Natural Science. Englewood Cliffs, N.J., Prentice-Hall.
Mary B. Hesse (1966). Models and Analogies in Science. University of Notre Dame Press.
C. E. Harris, Michael S. Pritchard & Michael J. Rabins (1995). Engineering Ethics Concepts and Cases.
Roman Frigg (2008). Models in Science. In Edward N. Zalta (ed.), The Stanford Encyclopedia of Philosophy.
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