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M. E.

Beijing Jiaotong University

Traffic and Transportation Planning and Management

B. E.

Beijing Jiaotong University

Traffic Engineering

Impact of Spatio-Temporal evolution of freeway networks on Socio-Economic Dynamics: A case study from Fujian, China

Transportation Research Part A: Policy and Practice

Freeway infrastructures play a pivotal role in driving socio-economic development. However, without a comprehensive understanding of the relationship between freeway network evolution and socio-economic dynamics, it would be difficult to further shape the economic landscape through adjustments in the freeway network layout...

(Accepted) Analysis of Spatial Characteristics and Driving Factors of Urban Public Transportation Travel Based on Point of Interest Data

Railway Transport and Economy

Urban public transportation is an important travel mode for alleviating traffic congestion and reducing environmental pollution. Exploring the interactive relationship between built environment and the distribution of public transport ridership is crucial for guiding the healthy development of public transportation system...

On-street parking management in urban road networks

Explored the bidirectional relationship between on-street parking space management and transportation network equilibrium in the context of urban road networks

• A Bi-level programming model was proposed to capture the interaction between on-street parking space management decision(upper-level) and the resulting user equilibrium traffic assignment(lower level)
• Reformulated the problem as a single-level mathematical programming with equilibrium constraints by replacing the lower level with its KKT conditions

Vitasoy beverage production advanced planning and scheduling

Developed schedule plans for Vitasoy beverage production line to meet business need, maintain inventory at optimal level, minimize production line changeover costs

• Penalty method were introduced to handle soft constraints such as inventory level and material production ratio
• Lexicographic method were applied to solve the multi-objective problem

Impact of Spatio-Temporal evolution of freeway networks on Socio-Economic Dynamics: A case study from Fujian, China

Explored the relationship between freeway network evolution and socio-economic dynamics

• Multiscale geographically and temporally weighted regression (MGTWR) was employed to quantify the economic stimulatory effects of freeway network evolution

Algorithm Engineer Intern

UHAlean Information Technology (Shanghai) Co., Ltd

• Designed and implemented a suite of demand forecasting algorithms for Shell plc oil products. Deployed algorithms included time-series methods (ARIMA, Exponential Smoothing) and machine learning algorithms (XGBoost)
• Engineered and implemented an advanced production scheduling plan for VitaSoy beverage production, formulated and solved a multi-objective optimization problem under real-world complex constraints

Project Assistant

Beijing Zohetec Co., Ltd

Second Class scholarship

Third Class scholarship