Intelligent Location Design of LNG Filling Stations based on Big Data Technology
In order to achieve the"double carbon"goal,China has vigorously promoted the use of clean energy for transportation.As a result,the reasonable layout and construction of LNG filling stations become really important.Based on the traffic vehicle satellite po-sitioning data,the advanced technologies such as machine learning model and big data algorithm architecture are used for the intelligent identification of LNG filling stations.Besides,with these technologies,the intelligent statistical analysis of road section flow and LNG heavy truck filling behavior is carried out,and the site value analysis model is built to carry out the layout planning and location selec-tion of LNG filling stations.Based on the analysis of traffic big data,the location distributions of more than 6 000 LNG filling stations and the high-value stations in our country are determined,which are marked with maps.The data system of filling stations is built,which greatly improves the scientificity and efficiency of LNG stations'location selection.
LNGtraffic big datadata algorithmLNG filling stationlayout and location selection
国家科技期刊平台
NSTL
万方数据
维普
