State estimation and control
Relevant publications
- Bartos, M., Thomas, M., Kim, M.-G.*, Frankel, M. & Sela, L. (2024). Online state estimation in water distribution systems via Extended Kalman Filtering. Water Research, 264, 122201, doi: 10.1016/j.watres.2024.122201
- Oh, J.*, Bartos, M., Bibok, A., Timilsina, S., Passalacqua, P., & Maidment, D. (2024). Probabilistic urban flash flood forecasting with data assimilation. 16th International Conference on Urban Drainage. Delft, Netherlands.
- Oh, J.* & Bartos, M. (2024). Optimizing sensor placement in sewer systems for water quality and quantity estimation: a data-driven approach. 16th International Conference on Urban Drainage. Delft, Netherlands.
- Ardoin, J.* & Bartos, M. (2024). Novel 1D/2D coupled hydraulic solver for flood modelling in urban watersheds. 16th International Conference on Urban Drainage. Delft, Netherlands.
- Thomas, M., Bartos, M., & Sela, L. (2024). State estimation of water distribution networks using virtual measurements from reduced models. World Environmental & Water Resources Congress 2024, Milwaukee, WI.
- Oh, J.* & Bartos, M. (2023). Harnessing hysteresis: pre-emptive velocity spikes in surface velocimetry data predict incoming flood waves. American Geophysical Union 53rd Annual Fall Meeting. San Francisco, CA.
- Foroumandi, E., Ghaneei, P., Oh, J.*, Timilsina, S., Frame, J., Kumar, M., Bartos, M., Passalacqua, P., & Moradkhani, H. (2023). Development of an Ensemble Hydrologic Data Assimilation within NextGen Framework. American Geophysical Union 53rd Annual Fall Meeting. San Francisco, CA.
- Timilsina, S., Oh, J.*, Ghaneei, P., Foroumandi, E., Passalacqua, P., Bartos, M., Frame, J., Kumar, M., & Moradkhani, H. (2023). Data Assimilation in the Nextgen Framework for Improved Streamflow Predictions. American Geophysical Union 53rd Annual Fall Meeting. San Francisco, CA.
- Kim, Y.*, Oh, J.*, & Bartos, M. (2023). Stormwater digital twin with online quality control detects urban flood hazards under uncertainty (submitted to Sustainable Cities & Society).
- Kim, M.-G.* & Bartos, M. (2023). A digital twin model for contaminant fate and transport in urban and natural drainage networks. Environmental Modelling & Software, 105868, doi:10.1016/j.envsoft.2023.105868.
- Timilsina, S., Passalacqua, P., Bartos, M., Bibok, A., Maidment, D. (2022). Error Analysis of Streamflow Forecasts from the National Water Model and Validation of Data Assimilation Approach. American Geophysical Union 53rd Annual Fall Meeting, Chicago, IL. [Poster]
- Kim, Y.*, Oh J.*, & Bartos, M. (2022). A digital twin model with online quality control for real-time rainfall-runoff modeling at the watershed scale. American Geophysical Union 53rd Annual Fall Meeting, Chicago, IL. [Poster]
- Bartos, M. & Kerkez, B. (2022). Pipedream: a digital twin model for real-time monitoring and control of stormwater networks. World Environmental & Water Resources Congress 2022, Atlanta, GA. [Oral Presentation]
- Bartos, M. & Kerkez, B. (2022). Pipedream: a digital twin model for stormwater networks. 2022 Urban Drainage Modeling Conference, Costa Mesa, CA. [Oral Presentation]
- Bartos, M. & Kerkez, B. (2021). Observability-based sensor placement improves contaminant source identification in river networks. American Geophysical Union 52nd Annual Fall Meeting, New Orleans, LA. [Poster]
- Bartos, M., & Kerkez, B. (2021). Observability-based sensor placement improves contaminant tracing in river networks. Water Resources Research, 57(7), doi:10.1029/2020wr029551
- Bartos, M., & Kerkez, B. (2021). pipedream: an interactive digital twin model for urban drainage networks. Environmental Modelling & Software, 144, 105120, doi:10.1016/j.envsoft.2021.105120.
- Bartos, M. (2020). Advancing urban flood resilience with smart water infrastructure. Ph.D. Dissertation.
