Jia Shi

ORCID: 0000-0002-9158-1749
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About
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Research Areas
  • Robotic Mechanisms and Dynamics
  • Advanced Surface Polishing Techniques
  • Traffic control and management
  • Iterative Learning Control Systems
  • Advanced machining processes and optimization
  • Vehicular Ad Hoc Networks (VANETs)
  • Crystallization and Solubility Studies
  • Autonomous Vehicle Technology and Safety
  • X-ray Diffraction in Crystallography
  • Manufacturing Process and Optimization
  • Traffic Prediction and Management Techniques
  • Transportation Planning and Optimization
  • Fault Detection and Control Systems
  • Smart Grid and Power Systems
  • Transportation and Mobility Innovations
  • Advanced Measurement and Metrology Techniques
  • Advanced Machining and Optimization Techniques
  • Advanced Algorithms and Applications
  • Time Series Analysis and Forecasting
  • Artificial Intelligence in Healthcare
  • Injection Molding Process and Properties
  • Machine Learning in Healthcare
  • Tunneling and Rock Mechanics
  • Customer churn and segmentation
  • Polymer Foaming and Composites

Tsinghua University
2021-2025

Lanzhou University
2018-2023

Osaka University
2023

Xiamen University
2023

Zhejiang Pharmaceutical College
2023

Ningbo University of Technology
2023

University of St Andrews
2023

University of Bath
2023

Gifu University
2023

Chinese Academy of Sciences
2021

The cooperation between connected and automated vehicles (CAVs) has emerged as a promising way to improve traffic efficiency safety for ramp merging on highways. Existing research mostly focused the collaboration of individual CAVs, while cooperative strategy in mixed considering vehicle platoons been less explored. To address above problem, this study aims build connections sequence scheduling motion planning traffic, where CAVs platoons, coexist. First, optimal control strategies are...

10.1109/tits.2023.3274583 article EN IEEE Transactions on Intelligent Transportation Systems 2023-05-16

Next location prediction plays an essential role in location-based applications. Many works have been employed to predict the next of object (e.g. a vehicle), given its historical records. However, existing methods not fully addressed importance contextual features, such as short-term traffic flows. In this paper, we propose deep learning-based model incorporate features into prediction. First, conduct similarity mining among candidate locations. Second, trajectories, including both...

10.1109/cscwd.2018.8465289 article EN 2018-05-01

Connected and Autonomous Vehicle (CAV) has attracted much attention as it provides promising solutions to improve traffic performance in many scenarios, especially unsignalized intersections. However, for intersections where both CAV Human-driven (HDV) exist, reduce the impact of HDV uncertain behaviors, existing related research tend simplify scenario or behavior characteristics at intersections, ensuring passing safety without collaborative decision-making on efficiency optimizations. To...

10.1109/tiv.2024.3370913 article EN IEEE Transactions on Intelligent Vehicles 2024-02-28

The data center and servers generates a large amount of monitoring logs every day. With the rapid development Internet, web services have penetrated into all areas society. stability Web depends on IT operations to guarantee, staff through various key performance indicators (KPIs) judge whether service is stable or not. We want use statistical machine learning methods detect anomalous. In this paper, we split problem two parts. first place, time series analysis method such as Triple Order...

10.1109/icnidc.2018.8525714 article EN 2018-08-01

Mining electronic health records (EHRs) has been considered as a major decision-making tool for clinical diagnosis. In fact, it is difficult to extract the valuable information from EHRs due free-text writing, incomplete description, and high variabilities of diseases. Especially pediatric EHRs, shortage experienced pediatricians well complex environmental factors such seasonal variations, cross infections kindergartens, make extremely challenging conduct precise To address those challenges,...

10.1109/cbd.2018.00058 article EN 2018-08-01

In this paper, a micro milling model is brought forward. The influences of different metal phases and the minimum chip thickness are considered in model. cutting forces surface generation process predicted. Through experiment validation, results correlate to very well.

10.4028/www.scientific.net/kem.375-376.505 article EN Key engineering materials 2008-03-01

This paper took a 3-TPT Parallel Robot as the object to study its singularity within workspace. Firstly kinematics equation of was established according analysis and Jacobian matrix parallel mechanism could be obtained at same time. Then workspace carried on solution analysis. Finally degree operability taken measure index analyze workspace, results showed that this does not have singular position. The laid theoretical foundation for position control processing track planning Robot.

10.4028/www.scientific.net/amr.225-226.903 article EN Advanced materials research 2011-04-01

The on-ramp merging in multi-lane highway scenarios presents challenges due to the complexity of coordinating vehicles' and lane-changing behaviors, while ensuring safety optimizing traffic flow. However, there are few studies that have addressed problem ramp vehicles cooperative lane-change mainline within a unified framework proposed corresponding optimization strategies. To tackle this issue, study adopts cyber-physical integration perspective proposes graph-based solution approach....

10.26599/jicv.2023.9210032 article EN cc-by Journal of Intelligent and Connected Vehicles 2024-03-01

As automotive companies standardize their electronic control units (ECUs) on a common electrical architecture across all vehicle platforms, more and software-enabled features will be delivered using assembly plant flash programming. Assembly programming is the process by which software or calibration data sets are downloaded to an off-board tool during final process, thus postponing product differentiation customization, reducing rate of growth in number unique ECU part numbers,...

10.1243/09544070jauto745 article EN Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering 2008-12-01

Hybrid robot combines the advantages of serial and parallel structure has characteristics large workspace, agile kinesis, good stiffness, compact structure, kinematic performance so on. To conduct research on hybrid robot, this dissertation develop an experimental system based new 3-TPS which is by institute advance manufacturing technology automation in Northeast University to drive examine operational position, it also applied demarcate robot. Through application, draws a conclusion that...

10.4028/www.scientific.net/amr.945-949.1380 article EN Advanced materials research 2014-06-01

The paper aims at the questions of electromotor selection and mechanism design, which is effectively solved by virtual prototype technology. Firstly, three-dimensional model hybrid machine tool built using SolidWorks software. Secondly, assembled channeled into ADAMS/View, then formed simulation with mute-body dynamics. Velocity driving force curve each shaft got analyzing kinematics dynamics tool. Maximum velocity maximum can find out method space search. Therefore, properties 3-TPS...

10.4028/www.scientific.net/amr.983.379 article EN Advanced materials research 2014-06-01

With the development of computer technology in power grid, many scientific research institutions devote to software for system production simulation. However, a large amount raw data required by is saved as PSD-BPA files which are commonly used China's system. Aiming at reducing time handling usually involves with heavy workload and much consuming, sharing approach proposed realize conversion from other simulation software. On basis approach, firstly extracted converted into objective...

10.1109/appeec.2016.7779945 article EN 2016-10-01

This paper took a 3-UPS Parallel Machine Tool (PMT) as the object of research; it mainly introduced process establishing compensation strategy for this PMT. Firstly kinematics equations on driving chain and constraint was established basis analysis. Then according to structural characteristics results analysis, error feedback correction type with semi-closed loop control mode used in PMT by method installing respectively encoders each joint parallelogram mechanism, namely way “parallel...

10.4028/www.scientific.net/amr.461.272 article EN Advanced materials research 2012-02-01

Two-phase flow diaphragm pump (hereafter referred to as the pump) is a new generation of reciprocating pump, which used transport high fretting corrosion medium. At present, widely in many fields such Non-ferrous metals, Chemical, Coal, Electric power and so on. The heart equipment; therefore it must have very reliability. As important part dynamic characteristics end will directly affect behaviors life solid machine. This paper introduces work principle carries simulation virtual prototype...

10.4028/www.scientific.net/kem.522.495 article EN Key engineering materials 2012-08-01

Combine harvester is operated in the complex and changeable working environment, with heavy load long time. During process of combine harvester, many problems including too fast operation speed uneven feeding amount could cause blockage threshing cylinder, affecting efficiency, causing great damage to harvester. Blockage cylinder can be found out through observing rotate torque. Previous fault diagnosis methods only diagnosed without considering impacts from other parameters. These easily...

10.1109/iciea51954.2021.9516239 article EN 2022 IEEE 17th Conference on Industrial Electronics and Applications (ICIEA) 2021-08-01
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