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Robust optimal usage modeling of product systems for environmental sustainability
Author(s) -
Jungmok Ma
Publication year - 2018
Publication title -
journal of computational design and engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.764
H-Index - 24
eISSN - 2288-5048
pISSN - 2288-4300
DOI - 10.1016/j.jcde.2018.08.005
Subject(s) - product (mathematics) , life cycle assessment , computer science , sustainability , product lifecycle , risk analysis (engineering) , order (exchange) , industrial engineering , optimal design , mathematical optimization , new product development , engineering , production (economics) , mathematics , machine learning , business , ecology , geometry , finance , marketing , biology , economics , macroeconomics
Proper modeling of the usage phase in Life Cycle Assessment (LCA) is not only critical due to its high impact among life cycle phases but also challenging due to high variations and uncertainty. Furthermore, when multiple products can be utilized, the optimal product usage should be considered together. The robust optimal usage modeling is proposed in this paper as the framework of usage modeling for LCA with consideration of the uncertainty and optimal usage. The proposed method seeks to optimal product usage in order to minimize the environmental impact of the usage phase under uncertainty. Numerical examples demonstrate the application of the robust optimal usage modeling and the difference from the previous approaches.

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