Title :
Fuzzy evidence accrual applied to sustainable manufacturing
Author :
Kramer, Kathleen A. ; Stubberud, Stephen C.
Author_Institution :
Dept. of Eng., Univ. of San Diego, San Diego, CA, USA
Abstract :
A fuzzy evidence accrual system is applied to the problem of sustainable manufacturing. The evidence accrual system can incorporate nonnumeric information as inputs, allowing calculations that combine the three pillars of sustainability: environment, social factors, and economics. This is performed using a fuzzy Kalman filter, a technique previously applied to situational assessment in defense and aerospace applications. Modifications to incorporate impact assessment of the commodities used in the manufacturing process for a photovoltaic cell example are discussed. This is followed by the first application of the technique to this manufacturing problem.
Keywords :
Kalman filters; environmental factors; fuzzy set theory; photovoltaic cells; socio-economic effects; sustainable development; economic; environment factor; fuzzy Kalman filter; fuzzy evidence accrual; nonnumeric information; photovoltaic cell; social factor; sustainable manufacturing; Equations; Kalman filters; Mathematical model; Measurement uncertainty; Petroleum; Silver; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584825