LearningEMS: A new framework for electric vehicle energy management
Peer-Reviewed Publication
Updates every hour. Last Updated: 3-Jul-2025 01:10 ET (3-Jul-2025 05:10 GMT/UTC)
A recent study in Engineering presents LearningEMS, a unified framework and open-source benchmark for electric vehicle (EV) energy management. It offers a platform to compare multiple EMS algorithms, evaluate their performance from various aspects, and aims to optimize EV energy efficiency.
Producing high-performance titanium alloy parts — whether for spacecraft, submarines or medical devices — has long been a slow, resource-intensive process. Even with advanced metal 3D-printing techniques, finding the right manufacturing conditions has required extensive testing and fine-tuning.
What if these parts could be built more quickly, stronger and with near-perfect precision?
A team comprising experts from the Johns Hopkins Applied Physics Laboratory (APL) in Laurel, Maryland, and the Johns Hopkins Whiting School of Engineering is leveraging artificial intelligence to make that a reality. They’ve identified processing techniques that improve both the speed of production and the strength of these advanced materials — an advance with implications from the deep sea to outer space.
A research team from Taiyuan University of Technology and Zhejiang University has made headway in enhancing polypropylene (PP)’s performance. Their study, published in Engineering, reveals that blending PP with high-density polyethylene (HDPE) and polystyrene–polyethylene–polypropylene–polystyrene (SEPS) to form a SEPS@HDPE core–shell structure can adjust PP’s brittle–ductile transition temperature and improve its low-temperature toughness, with potential applications across various industries.
The average proportion of women in the sector is 18% on boards of directors and 15% in executive teams