Scholars began considering Li-ion batteries as the most promising storage solution for future EVs . Over the past ten years, Li-ion batteries have replaced lead/acid ones in many applications, and the market share of Li-ion batteries will eventually surpass the lead/acid batteries by 2027 .
Second-life applications and recycling techniques are two solutions for increasing battery sustainability. These practices should be analyzed during the early design phase. Li-ion batteries'' carbon footprint in automobiles can even decrease by 17 %, considering second-life applications and high recycling materials .
The design complexity increased due to the high degree of modularity of the battery system and the need for scalability. In this context, Narayanaswamy et al. highlighted how manual design approaches for Li-ion batteries are time-consuming and are error-prone.
A design platform could integrate simulations, data-driven, and life cycle methods. Nowadays, battery design must be considered a multi-disciplinary activity focused on product sustainability in terms of environmental impacts and cost. The paper reviews the design tools and methods in the context of Li-ion battery packs.
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Several studies have also been reported on Li-ion battery suitability for application in residential solar storage [6], large-scale stationary devices [7], vehicle-to-grid application [8, 9], and ... ts …
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Nowadays, battery design must be considered a multi-disciplinary activity focused on product sustainability in terms of environmental impacts and cost. The paper reviews the …
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