Survey on Driver Fatigue Detection Using Sensors, Big Data Analytics and Machine Learning Techniques

Deshmukh, G. K.; Khuspe, Aditi; Kadam, Radha; Kamble, Anjali; Phalke, Aditi

doi:10.1007/978-981-19-3571-8_10

Cited by 2 publications

(1 citation statement)

References 30 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Concerning driver fatigue detection, many scholars are deepening the research on this issue. Deshmukh discussed all the techniques concerning driver fatigue detection, introducing all kinds of sensors, and how machine learning and big data techniques are used in this process was shown as well [25]. Heterogeneous sensors installed on the tank were used to evaluate the status of the vehicle synthetically.…”

Section: Applicability Of Dt In the Safety Of Hazardous Chemicalsmentioning

confidence: 99%

Application of Digital Twin in Handling and Transportation of Hazardous Chemicals

Li¹,

Zhang²,

Li³

et al. 2022

Applied Sciences

View full text Add to dashboard Cite

In China, the Ministry of Transport stressed the need to “Strengthen the application of active safety technology”. The transportation of hazardous chemicals represented by LNG, LPG, and liquefied hydrocarbons is the weak link in traffic safety. The aim of this study is to apply digital twin (hereinafter referred to as DT) technology to the whole process of handling (including loading and unloading) and transportation of hazardous chemicals to help improve the anti-risk ability of road networks at all levels. The method is intended to design a monitoring system covering operation visualization, information fusion, cargo tracking, and hazard source monitoring that is based on DT technology and multi-source data acquisition technology. First, DT technology in the areas of hazardous chemicals handling and transportation is discussed. Then, the DT system is designed, including the system construction, functions, and the means of achieving these functions. Finally, taking the procedure in LNG road transportation as an example, we illustrate the application of DT in its four stages. This system is used to present the evolutionary path of accidents that occur in different links and assist in testing the rationality of the comprehensive disposal plan.

show abstract

Section: Applicability Of Dt In the Safety Of Hazardous Chemicalsmentioning

confidence: 99%