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ESD Research Domains
ESD Research Approaches
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The average per-capita consumption of materials
in the United States exceeds a staggering 50 kg each day. While
the average consumption of the rest of the world lags significantly
behind that of the United States, it is growing at twice the rate.
As in other areas, the challenge is to accommodate this growth
while preserving resource sustainability.
Materials choices affect every aspect of the life
cycle of every product, from materials production to manufacture
to use, end-of-life, and materials recovery. The environmental
effects of these choices are not only the energy consumption and
emissions from product manufacture, but also the environmental
consequences of the uses to which these products are put.
Product and materials recycling can limit the environmental
impacts of manufacturing processes, but its implementation has
been largely opportunistic, rather than grounded in an appreciation
of the interactions among materials science, production technology,
materials markets, and product life cycles. Using simulation and
stochastic optimization methods, ESD researchers have developed
recycling strategies that include redesign of materials, products,
recycler processes, recovery infrastructure, and policy. This
work has shown that reframing production analyses around these
broader interactions yields tools that can identify undervalued
raw materials, refine batch-mixing decisions, characterize recycling-friendly
alloy design, and guide strategic alloy choices. Additionally,
the team discovered that probability-based models can identify
operational improvements across many forms of production.

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The
complete set of strategies to improve material recovery
only emerge when considering the system as a whole.
Figure courtesy of Professor
Randolph Kirchain
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This work is currently extended to model how recycling
system policy and architecture influence recovery economics and
effectiveness; the potential for technological solutions to mitigate
the deterioration of secondary resources; and the role of recycling
to manage volatility and scarcity in the larger materials system.
Gaustad, G., P. Li, and R. K irchain, “Modeling
Methods for Managing Raw Material Compositional Uncertainty in
Alloy Production,” Resources, Conservation, and Recycling,
52(2), 180–207, 2007.
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