A5065463775- Traffic Prediction and Management Techniques
- Traffic control and management
- Transportation Planning and Optimization
- Drilling and Well Engineering
- Seismic Imaging and Inversion Techniques
- Hydraulic Fracturing and Reservoir Analysis
Xi'an Jiaotong University
2020-2023
The Expressway (controlled-access highways) of China is the longest in world and plays an important role people's daily life. Accurate short-term traffic prediction essential for travel schedule active management. There are two coexisting charging systems expressway China, Electronic Toll Collection (ETC) Manual (MTC), which have different passing capacity variation pattern. In this work, we demonstrate that exit flow at Shanghai Xinqiao toll station using entry flows from multiple...
Seismic elastic parameter inversion translates seismic data into subsurface structures and physical properties of formations. Traditional model-based methods have limitations in retrieving complex geological structures. In recent years, deep learning emerged as preferable alternatives. Nevertheless, inverting multiple parameters using neural networks individually is computationally intensive can lead to overfitting due a shortage labeled field applications. Multi-task be employed invert...
As an essential component of Intelligent Transportation Systems (ITS), short-term traffic flow prediction is a key step to anticipate congestion.Due the availability massive data, data-driven methods with variety features have been applied widely improve prediction.China has longest total length expressways in world and there significant information recorded when vehicles enter exit expressway.In this paper, we collect data at expressway station Shanghai, split according its originating...