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Traffic accidents

Trajectory Data-based Model Predictive Control of Adjacent Intersection Signal Control Under Traffic Accident Scenarios

In a critical study, researchers at the University of Shanghai for Science and Technology have developed a highly scalable model predictive control strategy for traffic accident scenarios. The proposed method, which utilizes vehicle trajectory data generated during an accident, offers technical support for maintaining traffic flow stability and smoothness when

Automotive industry

Data-Driven State of Health for Lithium-ion Batteries: Feature Engineering, Estimation Approaches, and Future Directions

Research published in Batteries & Supercaps by a team of scientists from Anhui University reveals a comprehensive exposition of data-driven methodologies for estimating the state of health of lithium-ion batteries. The study aims to ensure the safe and efficient operation of electric vehicles by identifying key factors influencing battery state