Publications

Living and Prototyping Digital Twins for Urban Water Systems: Towards Multi-Purpose Value Creation Using Models and Sensors

Pedersen, Agnethe Nedergaard ; Borup, Morten ; Brink-Kjær, Annette ; Christiansen, Lasse Engbo ; Mikkelsen, Peter Steen
in: Water, vol: 13, issue: 5

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.3390/w13050592

Machine learning for anomaly detection in combined sewer systems

Palmitessa, Rocco ; Brink-Kjær, Annette ; Clemmensen, Line Katrine Harder ; Borup, Morten ; Mikkelsen, Peter Steen
part of: 15th DWF Water Research Conference - Technical abstracts, pages: 39-39, 2021
Presented at: 15th Annual Water Research Conference

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published | Year: 2021

Model based estimation of pollutant loads from wet-weather discharges: something is uncertain in the state of Denmark

Vezzaro, L. ; Arildsen, A. ; Löwe, R. ; Mikkelsen, P. S. ; Arnbjerg-Nielsen, K.
Presented at: 15th International Conference on Urban Drainage

Type: Paper (Peer reviewed)

Status: Published | Year: 2021

Performance-evaluation of urban drainage models

Pedersen, A. N. ; Borup, M. ; Brink-Kjær, A. ; Mikkelsen, P. S.
Presented at: 15th International Conference on Urban Drainage

Type: Paper (Peer reviewed)

Status: Published | Year: 2021

Prioritize effluent quality, operational costs or global warming? – Using predictive control of wastewater aeration for flexible management of objectives in WRRFs

Stentoft, Peter Alexander ; Munk-Nielsen, T. ; Møller, Jan Kloppenborg ; Madsen, Henrik ; Valverde-Pérez, Borja ; Mikkelsen, Peter Steen ; Vezzaro, Luca
in: Water Research, vol: 196

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1016/j.watres.2021.116960

Soft sensing of water depth in combined sewers using LSTM neural networks with missing observations

Palmitessa, Rocco ; Mikkelsen, Peter Steen ; Borup, Morten ; Law, Adrian W.K.
in: Journal of Hydro-Environment Research, vol: 38, pages: 106-116

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.1016/j.jher.2021.01.006

Solving the puzzle of Digital Twins in Urban Drainage in a utility

Pedersen, A. N. ; Borup, M. ; Brink-Kjær, A. ; Christiansen, L. E. ; Mikkelsen, P. S.
Presented at: IWA Digital World Water Congress 2021

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2021

Testing a combined monitoring-modelling approach for quantifying micropollutant loads from separate stormwater systems

Favarin, M. ; Bertuzzo , E. ; Biondi, S. ; Sambo, F. ; Knudsen, I. M. ; Mikkelsen, P. S. ; Nielsen, K. ; Vezzaro, L.
Presented at: 15th International Conference on Urban Drainage

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2021

The Bellinge data set: open data and models for community-wide urban drainage systems research

Nedergaard Pedersen, Agnethe ; Wied Pedersen, Jonas ; Vigueras-Rodriguez, Antonio ; Brink-Kjær, Annette ; Borup, Morten ; Steen Mikkelsen, Peter
in: Earth System Science Data, vol: 13, issue: 10, pages: 4779-4798

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.5194/essd-13-4779-2021

Use of signatures for systematic diagnostic comparison of time series from urban drainage models and data

Pedersen, A. N. ; Pedersen, J. W. ; Borup, M. ; Brink-Kjær, A. ; Christiansen, L. E. ; Mikkelsen, P. S.
Presented at: 15th International Conference on Urban Drainage

Type: Paper (Peer reviewed)

Status: Published | Year: 2021