Usage context-based design (UCBD) is an emerging design paradigm where usage context is considered as a critical part of driving factors behind customers’ choices. Here, usage context is defined as all aspects describing the context of product use that vary under different use conditions and affect product performance and/or consumer preferences for the product attributes. In this paper, we propose a choice modeling framework for UCBD to quantify the impact of usage context on customer choices. We start with defining a taxonomy for UCBD. By explicitly modeling usage context’s influence on both product performances and customer preferences, a step-by-step choice modeling procedure is proposed to support UCBD. Two case studies, a jigsaw example with stated preference data and a hybrid electric vehicle example with revealed preference data, demonstrate the needs and benefits of incorporating usage context in choice modeling.
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March 2012
Research Papers
Choice Modeling for Usage Context-Based Design
Lin He,
Lin He
Graduate Student
Mechanical Engineering,
e-mail: [email protected]
Northwestern University
, 2145 Sheridan Road, Tech B224 Evanston, IL 60208
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Wei Chen,
Wei Chen
Wilson-Cook Professor in Engineering Design
Mechanical Engineering,
e-mail: [email protected]
Northwestern University
, 2145 Sheridan Road, Tech B224 Evanston, IL 60208
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Christopher Hoyle,
Christopher Hoyle
Assistant Professor
Mechanical, Industrial, and Manufacturing,
e-mail: [email protected]
Oregon State University
, 204 Rogers Hall, Corvallis, OR 97331
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Bernard Yannou
Bernard Yannou
Professor
Ecole Centrale Paris,
e-mail: [email protected]
Laboratoire Genie Industriel
, Grande Voie des Vignes, 92290, Chatenay-Malabry, France
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Lin He
Graduate Student
Mechanical Engineering,
Northwestern University
, 2145 Sheridan Road, Tech B224 Evanston, IL 60208e-mail: [email protected]
Wei Chen
Wilson-Cook Professor in Engineering Design
Mechanical Engineering,
Northwestern University
, 2145 Sheridan Road, Tech B224 Evanston, IL 60208e-mail: [email protected]
Christopher Hoyle
Assistant Professor
Mechanical, Industrial, and Manufacturing,
Oregon State University
, 204 Rogers Hall, Corvallis, OR 97331e-mail: [email protected]
Bernard Yannou
Professor
Ecole Centrale Paris,
Laboratoire Genie Industriel
, Grande Voie des Vignes, 92290, Chatenay-Malabry, France
e-mail: [email protected]
J. Mech. Des. Mar 2012, 134(3): 031007 (11 pages)
Published Online: February 29, 2012
Article history
Received:
May 12, 2011
Revised:
January 17, 2012
Accepted:
January 23, 2012
Published:
February 28, 2012
Online:
February 29, 2012
Citation
He, L., Chen, W., Hoyle, C., and Yannou, B. (February 29, 2012). "Choice Modeling for Usage Context-Based Design." ASME. J. Mech. Des. March 2012; 134(3): 031007. https://doi.org/10.1115/1.4005860
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