Elham Khalesi
Senior Engineer, Tehran, Iran
Publications
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Research Article
LTERA: A Physics-Guided Multi-Architecture Framework for Long-Term Energy Retention Analysis in Advanced Battery Systems
Author(s): Elham Khalesi*
Long-term energy retention in advanced battery systems is governed by coupled degradation processes that are strongly influenced by material selection, multilayer architecture, and structural design. Conventional material-screening approaches do not necessarily capture the system-level interactions among these variables. Here, we present LTERA (Long-Term Energy Retention Analysis), a physics-guided computational framework for architecture-level analysis and optimization of multilayer protective structures for long-term energy-retention applications. The framework integrates constituent material and layer parameters into an effective degradation-loss formulation and evaluates candidate architectures using long-term retention, effective loss rate, structural mass, specific energy, and a mechanism-level performance score. In the final LTERA V9.0 analysis, five candidate $ ext{Al}_2 ext{O.. Read More»

