from chemistry to pack
Battery management systems are having their software moment. The rule-based, threshold-driven BMS that’s controlled batteries for a decade is giving way to something closer to a living system: one that learns, predicts, and increasingly runs partly in the cloud. Here are seven trends defining BMS research this year. 1. Machine learning takes over cell balancing … Read more
Yanti Innovative Electromotive Solutions Pvt Ltd Abstract A module at 78% state-of-health (SoH) is scrapped as end-of-life; after reconditioning, it powers a stationary storage for three more years. Another at 82% SoH fails weeks into revival. Conventional metrics cannot explain the difference. Field analysis of >1,000 EV modules across platforms reveals that recoverability the probability … Read more
Why Reuse Is Lagging Behind Author: Bluewater Battery Logistics The global push for renewable energy and electrification is driving an unprecedented production of lithium-ion batteries. Approximately ten to fifteen percent of new batteries remain unused in their intended first-life applications due to various factors – including overproduction and cancelled projects. While recycling is critical for end-of-life batteries, the concept of second-life reuse, where unused and … Read more