Transportation
How can we make traffic safer and more efficient? Transportation accounts for 30% of energy consumption world-wide, and traffic delays are at an all-time high. In the United …
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8 min read
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Human Behavior
Why should we study human behavior? Picture this. It’s an average day. You wake up, brush your teeth, make coffee, and get ready for work. If you have a kid, you get them ready to …
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9 min read
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Miscellaneous Projects
Interoperability of Legacy Devices: Defined the scope of the workshop, and invited over 20 researchers from buildings, transportation, and the electric grid. Planned the structure …
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1 min read
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Human Dimensions of Energy Systems
Leadership Co-led a team of 5 researchers for 1.5 years of the project. Mentored a postdoctoral researcher and guided development of interactive visualization tools for the …
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1 min read
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Chattanooga Digital Twin for Transportation
Leadership Led the data science team in deriving insights from different sensor data through analysis, visualization, and machine learning. Served as technical lead during the …
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1 min read
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Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study
Architecture diagram illustrating the workflow for real-time traffic signal control for our field experiments. GridSmart traffic data and TomTom speeds were preprocessed to feed …
Qichao Wang
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1 min read
Computer Vision-Enabled Smart Traffic Monitoring for Sustainable Transportation Management
Overview of available traffic signals, camera infrastructure, and parking lot locations on ORNL campus.
Yunli Shao
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1 min read
EPIsembleVis: A geo-visual analysis and comparison of the prediction ensembles of multiple COVID-19 models
Model selection is performed using a data availability map showing which variables (cases, hospitalizations, deaths) each of the dozens of predictive models includes, and which …
Haowen Xu
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1 min read