Focus on recycling, reducing environmental impact, and improving the efficiency of battery systems.

Here is a solid write-up summarizing the key research from that period: Overview: Pack Journaux du 20 Fevrier 2023

Methods discussed include liquid-based, air-based, heat-pipe, and phase-change materials (PCM) to improve EV battery life.

This collection of papers serves as a critical update on the transition from experimental to commercial-grade battery technologies, aiming for safer and more efficient storage solutions. ? Sustainability and circular economy initiatives ?

A major publication highlights a machine learning model using light gradient boosting to provide probabilistic forecasts of discharge currents, reducing temperature excursions in EV batteries by over 51% compared to traditional methods.

Based on search results, the "Pack Journaux" specifically published on , likely refers to the Journal of Power Sources Volume 557 , which prominently features research on advanced battery thermal management, including a notable study on stochastic model-predictive control for electric vehicle batteries, published on that date.

Using stochastic model-predictive control (SMPC) to optimize coolant flow in batteries during extreme driving conditions.