This paper presents a novel approach for improving the safety of vehicles equipped with Adaptive Cruise Control (ACC) by making use of Machine Learning (ML) and physical knowledge.More exactly, we train a Soft Actor-Critic (SAC) Reinforcement Learning (RL) algorithm that makes use of physical knowledge such as the jam-avoiding distance in order to
Lubricating grease has increased thermorheological properties during heating, which may affect the lubrication of the friction pair.And a friction pair usually heats up in the working process.This study explored the effect of surface temperature of the friction pair on the lubrication performance under lubrication conditions.The thermorheological p
An effective utilization technique is required to recycle fine aggregate Amplifier Replacement Module in concrete waste because the presence of residual waste cement reduces the quality of the recycled concrete.In this study, recycled aggregate powder (RAP) was prepared by milling Okinawan concrete waste and developing a ceramic compact with high f
Evacuation of people into Ruler the building that is not classified as dedicated protective one is not a conventional solution.However, the experiment described in the study shows that with the appropriate identification of a threat and proper alerting this type of evacuation can be an effective way to preserve the health and lives of people at ris
While low-latitude auroral displays are normally considered to be a manifestation of magnetic storms of considerable size, Silverman (2003, JGR, 108, A4) reported numerous sporadic auroras which appear locally at relatively low magnetic latitude during times of just moderate magnetic activity.Here, a case study is presented of an aurora near the ge