Keywords and phrases: close-of-lifetime lithium-ion battery; battery recycling; geographic information procedure; materials circulation Assessment; GHG emissions; transportation community optimization; reverse logistics

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We assumed that the particular smelters used as recycling processing facilities to method aluminum, copper, and steel scraps had been situated in the West and East clusters. Table S7 during the Supplementary Information exhibits the aluminum, metal, and copper smelting facility area candidates.

Determine one. Large-amount illustration of expended EV LIB packs in reverse logistics community in the recycling cluster, that has a few most important EoL management amenities, predefined collection web-sites situated in key inhabitants centers.

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On top of that, the latter represents 7% of the entire lifetime-cycle GHG emission of battery pack output from virgin products that is reduced compared to the 28% with the environmental impact share of your battery cathode output from virgin elements.

The reverse logistics design of EV LIBs described In this particular do the job is adaptable and might be tailored to integrate other jurisdictions in North The usa. The integration of US processing amenities nearer to Canadian amenities could make different optimum EoL management places and optimum transportation routes. The network routing optimization In this particular model could be enhanced by integrating an LIB tracing and tracking process to be sure Secure and environmentally friendly EoL battery management.

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The centralized recycling cluster situations assumed that batteries are transported to processing facilities from different provinces to allow for larger centralized services that could take pleasure in economies of scale and a lot easier entry to batteries and marketplaces for recovered components further than a selected province. Tables S4 and S5 show the battery mass allocation between provinces to get a baseline circumstance and a Web-zero target situation, respectively. For this examine, the expended battery mass allocation baseline state of affairs was useful for the reverse logistics optimization scenario research created in the subsequent sections.