Design of vehicle data engine system based on big data platform and intelligent perception

Design of vehicle data engine system based on big data platform and intelligent perception

Blog Article

To guide the operation and maintenance (O&M) of the urban rail transit vehicles precisely, it is necessary to collect the latest vehicle status data and predict the development trend.Therefore, it is essential to conduct data mining and analysis for the real-time operation data and the historical O&M data of the vehicles in the same time and space, and enable the users to create and modify the data analysis model without the ability to write code.The model can run automatically and output the results to provide a basis for the vehicle status judgment.

To this end, a set of vehicle Vacuum Turbo Tool data engine system was designed based on the big data platform and intelligent perception to clean and integrate the operation data of the traction, braking, door, network and LCU systems for the spatial and temporal alignment of data.In addition, data analysis strategy model was developed by means of drag and drop based on the canvas components to carry out multidimensional data analysis, make decisions, monitor the working process, identify hidden troubles and give early warning, and make life predictions, replacing the repetitive and complex manual operation.It can Powerline/Ethernet Converters also provide functions such as data analysis custom editing, automatic analysis, automatic warning, troubleshooting guidance, and spare parts procurement, thus achieving multi-discipline data fusion, integrated data supervisory control, fault linkage analysis, data statistical analysis, automated processing analysis, result output, deduction and prediction, integrated decision-making and visual display, providing data support for the development of maintenance modes and strategies, further ensuring the safety of metro trains, improving the train reliability, and reducing the operating costs.