State estimation and control
Relevant publications
- Kim, Y.*, Oh, J.*, & Bartos, M. (2023). Design, deployment, and evaluation of a stormwater digital twin model for an urban watershed (in preparation for Sustainable Cities & Society).
- Bartos, M., Frankel, M., Thomas, M., Kim, M.-G.*, & Sela, L. (2023). State estimation in water distribution systems using Extended Kalman Filtering (in preparation for Water Research).
- 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.
