Publications

Automated screening of control potential with spatially explicit results to support dialogue about sewer overflow reduction and beyond

Kirstein, N.S.V ; Mikkelsen, P.S. ; Rungø, M. ; Löwe, R.
in: Water Research

Type: Journal article (Peer reviewed)

Status: Accepted/In press | Year: 2024 | DOI: https://doi.org/10.1016/j.watres.2024.121527

Building a Synergistic Vision for Multi‐Objective control of WRRFs through Stakeholder Engagement

Pizzi, Enrico ; Fratini, C.F. ; Mishra, A. D. ; Ingildsen, P. ; Mikkelsen, P. S. ; Valverde Pérez, B. ; Vezzaro, L.
part of: 18th DWF Water Research Conference, pages: 56-56, 2024
Presented at: 18th Annual Water Research Conference

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published | Year: 2024

Temporal variations in micropollutant inlet concentrations matter when planning the design and compliance assessment of stormwater control measures

Jensen, Ditte Marie Reinholdt ; Mutzner, Lena ; Wei, Yuansong ; Mikkelsen, Peter Steen ; Vezzaro, Luca
in: Journal of Environmental Management, vol: 356

Type: Journal article (Peer reviewed)

Status: Published | Year: 2024 | DOI: https://doi.org/10.1016/j.jenvman.2024.120583

Christiansborg må snart afgøre, om alle danskere skal betale for sommerhusejernes kystsikring

Löwe, Roland ; Mikkelsen, Peter Steen ; Fryd, Ole ; Jørgensen, Gertrud ; Wiberg, Katrina

Type: Net publication - Internet publication

Status: Published | Year: 2023

A decade of monitoring micropollutants in urban wet-weather flows

Mutzner, Lena ; Furrer, Viviane ; Castebrunet, Hélène ; Dittmer, Ulrich ; Fuchs, Stephan ; Gernjak, Wolfgang ; Gromaire, Marie-Christine ; Matzinger, Andreas ; Mikkelsen, Peter Steen ; Selbig, William R. ; Vezzaro, Luca
in: Water Research, vol: 223

Type: Journal article (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.1016/j.watres.2022.118968

All models are wrong, but are they useful? Assessing reliability across multiple sites to build trust in urban drainage modelling

Pedersen, Agnethe Nedergaard ; Brink-Kjaer, Annette ; Mikkelsen, Peter Steen
in: Hydrology and Earth System Sciences, vol: 26, issue: 22, pages: 5879-5898

Type: Journal article (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.5194/hess-26-5879-2022

Classifying pollutant flush signals in stormwater using functional data analysis on TSS MV curves

Jensen, Ditte Marie Reinholdt ; Sandoval, Santiago ; Aubin, Jean-Baptiste ; Bertrand-Krajewski, Jean-Luc ; Xuyong, Li ; Mikkelsen, Peter Steen ; Vezzaro, Luca
in: Water Research, vol: 217

Type: Journal article (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.1016/j.watres.2022.118394

Constructing an inventory for fast screening of hydraulic and hydrologic performance of stormwater control measures

Lerer, Sara Maria ; Guidje, Alexandre Hallkvist ; Drenck, Karin Margrethe Löf ; Jakobsen, Camilla Christiane ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen ; Sørup, Hjalte Jomo Danielsen
in: Blue-Green Systems, vol: 4, issue: 2, pages: 213-229

Type: Journal article (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.2166/bgs.2022.018

Diagnosing the location of uncertainty in urban drainage models with hydrologic and hydraulic signatures

Pedersen, A. N. ; Pedersen, J. W. ; Borup, M. ; Brink-Kjær, A. ; Christiansen, L. E. ; Mikkelsen, P. S.
Presented at: 12th Urban Drainage Modeling conference

Type: Conference abstract for conference

Status: Published | Year: 2022

Digital Twins of Urban Drainage System – what about trust?

Pedersen, A.N. ; Brink-Kjær, A. ; Mikkelsen, P.S.
Presented at: IWA World Water Congress & Exhibition 2022

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

Exploiting machine learning to radically change the way hydrodynamic simulations support planning and operation of smart liveable cities

Grum, M. ; Palmitessa, R. ; Bauer, F. ; Engels, R. ; Ringelkamp, M. ; Siekmann, M. ; Mikkelsen, P. S. ; Löwe, R.
Presented at: IWA World Water Congress & Exhibition 2022

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

First flush assumptions in pollution management for separate stormwater systems

Jensen, D. M. R. ; Sandoval, S. ; Bertrand-Krajewski, J.-L. ; Mikkelsen, P. S. ; Vezzaro, L.
Presented at: 10^th International Conference on Sewer Processes and Networks (SPN10)

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

Hvidbog om udledning af vand fra byer

Vezzaro, Luca ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen

Type: Report

Status: Published | Year: 2022

Improved flood predictions by combining satellite observations, topographic information and rainfall spatial data using deep learning

Palmitessa, Rocco ; Hjermitslev, Oliver Gyldenberg ; Johansen, Heidi Egeberg ; Arnbjerg-Nielsen, Karsten ; Bauer-Gottwein, Peter ; Mikkelsen, Peter Steen ; Löwe, Roland
Presented at: EGU General Assembly 2022

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.5194/egusphere-egu22-8823

LAR Potentiale

Jakobsen, Camilla Christiane ; Lerer, Sara Maria ; Mikkelsen, Peter Steen ; Sørup, Hjalte Jomo Danielsen
in: Vand & Jord, vol: 29, pages: 49-52

Type: Journal article

Status: Published | Year: 2022

Using deep learning to combine satellite observations, topographic information and rainfall spatial data for large-scale flood predictions

Palmitessa, R. ; Hjermitslev, O. G. ; Johansen, H. E. ; Arnbjerg-Nielsen, K. ; Bauer-Gottwein, P. ; Mikkelsen, P. S. ; Löwe, R.
Presented at: IWA World Water Congress & Exhibition 2022

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

Using multi-event hydrologic and hydraulic signatures from water level sensors to diagnose locations of uncertainty in integrated urban drainage models used in living digital twins

Pedersen, A. N. ; Pedersen, J. W. ; Borup, M. ; Brink-Kjær, A. ; Christiansen, L. E. ; Mikkelsen, P. S.
in: Water Science and Technology, vol: 85, issue: 6, pages: 1981-1998

Type: Journal article (Peer reviewed)

Status: Published | Year: 2022 | DOI: https://doi.org/10.2166/wst.2022.059

Using weather radar to improve the prediction accuracy of LSTM neural networks for anomaly detection of water level measurements in UDS

Aarestrup, P. ; Mikkelsen, P. S.
Presented at: 12th Urban Drainage Modeling conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

Water Sector Governance & Operations – the Danish Model

Mikkelsen, P.S. ; Hansen, S.F. ; Jacobsen, B.H. ; Holm, P.E.
Presented at: IWA World Water Congress & Exhibition 2022

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2022

A data-driven analysis of trace contaminants in wet-weather discharges

Mutzner, Lena ; Furrer, Viviane ; Castebrunet, Hélène ; Gernjak, Wolfgang ; Gromaire, Marie-Christine ; Matzinger, Andreas ; Mikkelsen, Peter Steen ; R. Selbig, William ; Vezzaro, Luca
Presented at: 15th International Conference on Urban Drainage

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2021

Approaches for unsupervised identification of data-driven models for flow forecasting in urban drainage systems

Jóhannesson, Ari ; Vezzaro, Luca ; Mikkelsen, Peter Steen ; Löwe, Roland
in: Journal of Hydroinformatics, vol: 23, issue: 6, pages: 1368–1381

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.2166/hydro.2021.020

Data assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnels

Palmitessa, Rocco ; Mikkelsen, Peter Steen ; Law, Adrian W. K. ; Borup, Morten
in: Journal of Hydroinformatics, vol: 23, issue: 3, pages: 438–452

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.2166/hydro.2020.074

Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study

Lund, Nadia Schou Vorndran ; Kirstein, Jonas Kjeld ; Madsen, H. ; Mark, O. ; Mikkelsen, Peter Steen ; Borup, Morten
in: Journal of Hydroinformatics, vol: 23, issue: 4

Type: Journal article (Peer reviewed)

Status: Published | Year: 2021 | DOI: https://doi.org/10.2166/hydro.2021.166

Improved transparency with digital twins of urban drainage systems

Pedersen, A. N. ; Borup, M. ; Brink-Kjær, A. ; Christiansen, L. E. ; Mikkelsen, P. S.
Presented at: Singapore International Water Week 2021

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2021

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

Smart Wastewater Treatment Aeration for Reducing Operational Costs and Greenhouse Gas Emissions

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Vezzaro, Luca ; Mikkelsen, Peter Steen ; Madsen, Henrik ; Møller, Jan Kloppenborg

Type: Net publication - Internet publication

Status: Published | Year: 2021

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

Water for smart Livable cities

, ; Mikkelsen, Peter Steen ; Madsen, Henrik ; Albrechtsen, Hans-Jørgen

Type: Report

Status: Published | Year: 2021

CSO reduction by integrated model predictive control of stormwater inflows: a simulated proof‐of‐concept using linear surrogate models

Lund, Nadia Schou Vorndran ; Borup, Morten ; Madsen, H. ; Mark, O. ; Mikkelsen, Peter Steen
in: Water Resources Research, vol: 56, issue: 8

Type: Journal article (Peer reviewed)

Status: Published | Year: 2020 | DOI: https://doi.org/10.1029/2019wr026272

Evaluating the performance of a simple phenomenological model for online forecasting of ammonium concentrations at WWTP inlets

Vezzaro, Luca ; Pedersen, Jonas Wied ; Larsen, Laura Holm ; Thirsing, Carsten ; Duus, Lene Bassø ; Mikkelsen, Peter Steen
in: Water Science and Technology, vol: 81, issue: 1, pages: 109–120

Type: Journal article (Peer reviewed)

Status: Published | Year: 2020 | DOI: https://doi.org/10.2166/wst.2020.085

Fagpersoner: Foreslået dataforbedring om kloakoverløb løser ikke problemet

Löwe, Roland ; Vezzaro, Luca ; Borup, Morten ; Sørup, Hjalte Jomo Danielsen ; Nielsen, Katrine ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen ; Egemose, Sara ; Jacobsen, Brian H. ; Olsen, Søren Bøye ; Madsen, Henrik ; Erichsen, Anders ; Sønderup, Henrik

Type: Net publication - Internet publication

Status: Published | Year: 2020

From EU Directives to Local Stormwater Discharge Permits: A Study of Regulatory Uncertainty and Practice Gaps in Denmark

Jensen, Ditte Marie Reinholdt ; Thomsen, Anja T. H. ; Larsen, Torben ; Egemose, Sara ; Mikkelsen, Peter Steen
in: Sustainability, vol: 12, issue: 16

Type: Journal article (Peer reviewed)

Status: Published | Year: 2020 | DOI: https://doi.org/10.3390/su12166317

Integrated model predictive control of water resource recovery facilities and sewer systems in a smart grid

Stentoft, P. A. ; Vezzaro, L. ; Mikkelsen, P. S. ; Grum, M. ; Munk-Nielsen, T. ; Tychsen, P. ; Madsen, H. ; Halvgaard, R.
in: Water Science and Technology, vol: 81, issue: 8, pages: 1766-1777

Type: Journal article (Peer reviewed)

Status: Published | Year: 2020 | DOI: https://doi.org/10.2166/wst.2020.266

Smart, Data-Driven Aeration in Water Resource Recovery Facilities for Balancing Wastewater Treatment and Energy Consumption

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Møller, Jan Kloppenborg ; Mikkelsen, Peter Steen ; Vezzaro, Luca
part of: Proceedings of 93^rd Annual Water Environment Federations Annual Technical Exhibition and Conference, pages: 2884-2888, 2020
Presented at: 93^rd Annual Water Environment Federations Annual Technical Exhibition and Conference

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2020

Water Sector Governance & Operations – the Danish Model

Mikkelsen, Peter Steen ; Hansen, Steffen Foss ; Nielsen, Katrine ; Pedersen, B. K. ; Jacobsen, B. H. ; Holm, P.E.
part of: 14th DWF Water Research Conference - Abstracts, pages: 19-19, 2020, Frederiksberg
Presented at: 14th Annual Water Research Conference

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published | Year: 2020

A data assimilation scheme tailor-made for real-time modelling of urban drainage tunnels

Palmitessa, Rocco ; Mikkelsen, Peter Steen ; Law, Adrian Wing Keung ; Borup, Morten
Presented at: 17th International Computing & Control for the Water Industry Conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2019

Evaluating the performance of a simple phenomenological model for online forecasting of ammonium concentrations

Vezzaro, Luca ; Pedersen, Jonas Wied ; Holm Larsen, Laura ; Thirsing, Carsten ; Bassø Duus, Lene ; Breinholt, Anders ; Mikkelsen, Peter Steen
Presented at: 9th International Conference on Sewer Processes & Networks

Type: Paper (Peer reviewed)

Status: Published | Year: 2019

Framing professional climate risk knowledge: Extreme weather events as drivers of adaptation innovation in Copenhagen, Denmark

Madsen, Herle Mo ; Mikkelsen, Peter Steen ; Blok, Anders
in: Environmental Science and Policy, vol: 98, pages: 30-38

Type: Journal article (Peer reviewed)

Status: Published | Year: 2019 | DOI: https://doi.org/10.1016/j.envsci.2019.04.004

“Green MPC” – an approach towards predictive control for minimimal environmental impact of activated sludge processes

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Møller, Jan Kloppenborg ; Madsen, Henrik ; Vezzaro, Luca ; Mikkelsen, Peter Steen ; Vangsgaard, Anna Katrine
part of: Proceedings of 10th IWA Symposium on Modelling and Integrated Assessment , 2019
Presented at: 10th IWA Symposium on Modelling and Integrated Assessment

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2019

Identifying representative stormwater quality events for pollution load prediction in planning and modelling contexts

Jensen, Ditte Marie Reinholdt ; Sandoval, Santiago ; Li, Xuyong ; Mikkelsen, Peter Steen ; Vezzaro, Luca
Presented at: 10th edition of the Novatech conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2019

Integrated stormwater inflow control for sewers and green structures in urban landscapes

Lund, Nadia Schou Vorndran ; Borup, Morten ; Madsen, Henrik ; Mark, Ole ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen
in: Nature Sustainability, vol: 2, pages: 1003-1010

Type: Journal article (Peer reviewed)

Status: Published | Year: 2019 | DOI: https://doi.org/10.1038/s41893-019-0392-1

Lad vand og data strømme

Mikkelsen, Peter Steen ; Arnbjerg-Nielsen, Karsten ; Bjerg, Poul Løgstrup ; Bauer-Gottwein, Peter ; Albrechtsen, Hans-Jørgen ; Andersen, Henrik Rasmus ; Vezzaro, Luca ; Borup, Morten ; Hansen, Lisbeth Truelstrup ; Drews, Martin ; Mølhave, Kristian ; Gernaey, Krist V. ; Stedmon, Colin ; Mariani, Patrizio ; Ramousse, Severine ; Jensen, Lotte Bjerregaard ; Madsen, Henrik ; Christiansen, Lasse Engbo ; Christensen, Erik Damgaard ; Jepsen, Peter Uhd ; Janting, Jakob ; Ruepp, Sarah Renée ; Pedersen, Christian ; Poulsen, Line Bekker ; Overgaard Jensen, Thomas ; Brückner, Lars ; Molzen, Jan Eiersted ; Andersen, Morten ; Odgaard, Mads H

Type: Report (Peer reviewed)

Status: Published | Year: 2019

Lessons learned from comparing smart meter water consumption data with measured wastewater flow in the drainage system

Lund, Nadia Schou Vorndran ; Kirstein, Jonas Kjeld ; Mark, O. ; Madsen, Henrik ; Mikkelsen, Peter Steen
Presented at: 17th International Computing & Control for the Water Industry Conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2019

Model Predictive Control of Stochastic Wastewater Treatment Process for Smart Power, Cost-Effective Aeration

Stentoft, Peter Alexander ; Guericke, Daniela ; Munk-Nielsen, Thomas ; Mikkelsen, Peter Steen ; Madsen, Henrik ; Vezzaro, Luca ; Møller, Jan Kloppenborg
in: IFAC-PapersOnLine, vol: 52, issue: 1, pages: 622-627
Presented at: 12th IFAC Symposium on Dynamics and Control of Process Systems

Type: Conference article (Peer reviewed)

Status: Published | Year: 2019 | DOI: https://doi.org/10.1016/j.ifacol.2019.06.132

Real Time Forecasting of Flows and Loads to WWTPs for Enhanced Hydraulic and Biological Capacity during Stormwater Events

Stentoft, Peter Alexander ; Vezzaro, Luca ; Courdent, Vianney ; Pedersen, Jonas Wied ; Thomsen, Henrik A. R. ; Mikkelsen, Peter Steen ; Tisserand, Bruno ; Amiel, Cristophe
part of: Proceedings of 10th edition of the Novatech conference, 2019
Presented at: 10th edition of the Novatech conference

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2019

Robust model for estimating pumping station characteristics and sewer flows from standard pumping station data

Fencl, Martin ; Grum, Morten ; Borup, Morten ; Mikkelsen, Peter Steen
in: Water Science and Technology, vol: 79, issue: 9, pages: 1739-1745

Type: Journal article (Peer reviewed)

Status: Published | Year: 2019 | DOI: https://doi.org/10.2166/wst.2019.176

Towards model predictive control: Online predictions of ammonium and nitrate removal by using a stochastic ASM

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Vezzaro, Luca ; Madsen, Henrik ; Mikkelsen, Peter Steen ; Møller, Jan Kloppenborg
in: Water Science and Technology, vol: 79, issue: 1, pages: 51-62

Type: Journal article (Peer reviewed)

Status: Published | Year: 2019 | DOI: https://doi.org/10.2166/wst.2018.527

Uncertainty analysis of model-based calculations of wet-weather discharges from point sources

Vezzaro, Luca ; Arildsen, Anne Lørup ; Johansen, Niels Bent ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen

Type: Report

Status: Published | Year: 2019

A Typology for Climate Change Adaptation: Event Magnitudes, Spatial Scale and Goals

Madsen, Herle Mo ; Andersen, Maj Munch ; Rygaard, Martin ; Mikkelsen, Peter Steen
part of: Danish Water Forum Annual Water Conference 2018 - abstract book, pages: 34-34, 2018, Lyngby, Denmark
Presented at: 12th Annual Water Research Meeting of Danish Water Forum

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published | Year: 2018

Coordinating rule-based and system-wide model predictive control strategies to reduce storage expansion of combined urban drainage systems: The case study of Lundtofte, Denmark

Meneses, Elbys Jose ; Gaussens, Marion ; Jakobsen, Carsten ; Mikkelsen, Peter Steen ; Grum, Morten ; Vezzaro, Luca
in: Water, vol: 10, issue: 1

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.3390/w10010076

Definitions of event magnitudes, spatial scales, and goals for climate change adaptation and their importance for innovation and implementation

Madsen, Herle Mo ; Andersen, Maj Munch ; Rygaard, Martin ; Mikkelsen, Peter Steen
in: Water Research, vol: 144, pages: 192-203

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.1016/j.watres.2018.07.026

Distinguishing high and low flow domains in urban drainage systems 2 days ahead using numerical weather prediction ensembles

Courdent, Vianney Augustin Thomas ; Grum, Morten ; Mikkelsen, Peter Steen
in: Journal of Hydrology, vol: 556, pages: 1013-1025

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.1016/j.jhydrol.2016.08.015

Early stage planning tools for stormwater quantity and quality management in Denmark and China

Jensen, Ditte Marie Reinholdt ; Lerer, Sara Maria ; Vezzaro, Luca ; Sørup, Hjalte Jomo Danielsen ; Arnbjerg-Nielsen, Karsten ; Li, Xuyong ; Mikkelsen, Peter Steen
part of: Proceedings of the 11th International Conference on Urban Drainage Modelling, pages: 1097-1100, 2018, Palermo, Italy
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Ensemble forecasts of urban runoff from a deterministic Numerical Weather Prediction model by use of spatial neighborhood sampling

Pedersen, Jonas Wied ; Vezzaro, Luca ; Madsen, H. ; Mikkelsen, Peter Steen
Presented at: 11th International Workshop on Precipitation in Urban Areas

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2018

Greenhouse gas emissions from integrated urban drainage systems

Mannina, Giorgio ; Butler, David ; Benedetti, Lorenzo ; Deletic, Ana ; Fowdar, Harsha ; Fu, Guangtao ; Kleidorfer, Manfred ; McCarthy, David ; Steen Mikkelsen, Peter ; Rauch, Wolfgang ; Sweetapple, Chris ; Vezzaro, Luca ; Yuan, Zhiguo ; Willems, Patrick
in: Journal of Hydrology, vol: 559, pages: 307-314

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.1016/j.jhydrol.2018.02.058

Model predictive control of urban drainage systems: A review and perspective towards smart real-time water management

Lund, Nadia Schou Vorndran ; Falk, Anne Katrine Vinther ; Borup, Morten ; Madsen, Henrik ; Mikkelsen, Peter Steen
in: Critical Reviews in Environmental Science and Technology, vol: 48, issue: 3, pages: 279-339

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.1080/10643389.2018.1455484

Operationelle udlederkrav for regnbetingede overløb fra fællessystemer til vandløb

Vezzaro, Luca ; Brudler, Sarah ; McKnight, Ursula S. ; Rasmussen, Jes J ; Mikkelsen, Peter Steen ; Arnbjerg-Nielsen, Karsten

Type: Report

Status: Published | Year: 2018

Performance of High-Resolution Numerical Weather Predictions with a Rapid Updating Cycle for Urban Runoff Forecasting

Pedersen, Jonas Wied ; Vezzaro, Luca ; Vedel, Henrik ; Madsen, Henrik ; Mikkelsen, Peter Steen
part of: Proceedings of the 11th International Conference on Urban Drainage Modelling, pages: 438-441, 2018, Palermo, Italy
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Robust model for estimating pump characteristics and sewer flows from pumping station data

Fencl, Martin ; Grum, Morten ; Borup, Morten ; Mikkelsen, Peter Steen
part of: Proceedings of the 11th International Conference on Urban Drainage Modelling, pages: 732-735, 2018, Palermo, Italy
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Smart Power, Cost-Effective MPC of Stochastic Wastewater Treatment Process

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Mikkelsen, Peter Steen ; Madsen, Henrik ; Vezzaro, Luca ; Møller, Jan Kloppenborg
part of: Proceedings of 6th IFAC Conference on Nonlinear Model Predictive Control, 2018
Presented at: 6th IFAC Conference on Nonlinear Model Predictive Control (NMPC 2018)

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Technical Note on the Dynamic Changes in Kalman Gain when Updating Hydrodynamic Urban Drainage Models

Borup, Morten ; Madsen, Henrik ; Grum, Morten ; Mikkelsen, Peter Steen
in: Geosciences, vol: 8, issue: 11

Type: Journal article (Peer reviewed)

Status: Published | Year: 2018 | DOI: https://doi.org/10.3390/geosciences8110416

Towards Model Predictive Control: Online Predictions of Ammonium and Nitrate Removal by using a Stochastic ASM

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Vezzaro, Luca ; Madsen, Henrik ; Mikkelsen, Peter Steen ; Møller, Jan Kloppenborg
part of: Proceedings of the 6th IWA/WEF Water Resource Recovery Modelling Seminar, 2018
Presented at: 6th IWA/WEF Water Resource Recovery Modelling Seminar (WRRmod 2018)

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Urban tunnel systems for conveyance and storage of storm- and wastewater: features, classification, and modelling

Palmitessa, Rocco ; Borup, Morten ; Mikkelsen, Peter Steen
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Poster (Peer reviewed)

Status: Published | Year: 2018

Urban tunnel systems for conveyance and storage of storm- and wastewater: features, classification, and modelling

Palmitessa, Rocco ; Borup, Morten ; Mikkelsen, Peter Steen
part of: Proceedings of the 11th International Conference on Urban Drainage Modelling, pages: 251-254, 2018, Palermo, Italy
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Using the Ensemble Kalman Filter to update a fast surrogate model for flow forecasting

Lund, Nadia Schou Vorndran ; Mazzoleni, Maurizio ; Madsen, Henrik ; Mark, Ole ; Mikkelsen, Peter Steen ; Solomatine, Dimitri ; Borup, Morten
part of: Proceedings of the 11th International Conference on Urban Drainage Modelling, pages: 710-714, 2018, Palermo, Italy
Presented at: 11th International Conference on Urban Drainage Modelling

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2018

Water solutions for smart cities – Smart water systems make cities more liveable, resilient and sustainable

Mikkelsen, Peter Steen
Report name: Water solutions for smart cities – Smart water systems make cities more liveable, resilient and sustainable, pages: 14-14

Type: Report chapter (Peer reviewed)

Status: Published | Year: 2018

WISE innovation in urban water systems of Copenhagen

Godskesen, Berit ; Philipsen, l. ; Nielsen, K ; Neergaard, B. ; Kærn, Viggo Aaberg ; Mikkelsen, Peter Steen
Presented at: IWA World Water Congress & Exhibition 2018

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2018

WISE innovation in urban water systems of Copenhagen

Godskesen, Berit ; Philipsen, L ; Nielsen, K. ; Neergaard, B. ; Kærn, V. Aa. ; Mikkelsen, P. S.
Presented at: IWA World Water Congress & Exhibition 2018

Type: Poster (Peer reviewed)

Status: Published | Year: 2018

Advancing from underground to above-ground model predictive control in urban drainage

Lund, Nadia Schou Vorndran ; Borup, Morten ; Halvgaard, Rasmus Fogtmann ; Falk, Anne Katrine Vinther ; Mark, O. ; Madsen, H. ; Mikkelsen, Peter Steen
part of: 14th IWA/IAHR international conference on urban drainage, pages: 2475-2478, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

A fast surrogate model tailor-made for real time control

Borup, Morten ; Thrysøe, Cecilie ; Arnbjerg-Nielsen, Karsten ; Righetti, Francesco ; Mikkelsen, Peter Steen
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2017

A gain-loss framework based on ensemble flow forecasts to switch the urban drainage-wastewater system management towards energy optimization during dry periods

Courdent, V. ; Grum, M. ; Munk-Nielsen, T. ; Mikkelsen, Peter Steen
in: Hydrology and Earth System Sciences, vol: 21, issue: 5, pages: 2531-2544

Type: Journal article (Peer reviewed)

Status: Published | Year: 2017 | DOI: https://doi.org/10.5194/hess-21-2531-2017

A Stochastic Method to Manage Delay and Missing Values for In-Situ Sensors in an Alternating Activated Sludge Process

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Mikkelsen, Peter Steen ; Madsen, Henrik
part of: Proceedings of the 12th IWA Specialized Conference on Instrumentation, Control & Automation, 2017
Presented at: 12th IWA Specialized Conference on Instrumentation, Control & Automation

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Challenges to application of the three points approach (3PA) - ambiguity in definition of event magnitude, spatial scales and goals

Madsen, Herle Mo ; Rygaard, Martin ; Andersen, Maj Munch ; Mikkelsen, Peter Steen
part of: 14th IWA/IAHR international conference on urban drainage, pages: 1995-1997, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Characterizing Climate Change Adaptation in Copenhagen

Madsen, Herle Mo ; Andersen, Maj Munch ; Rygaard, Martin ; Mikkelsen, Peter Steen
part of: Book of Abstracts Sustain 2017, 2017, Kgs. Lyngby, Denmark
Presented at: DTU Sustain 2017

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published | Year: 2017

Comparison of radar and numerical weather model rainfall forecasts in the perspective of urban flood prediction

Lovring, Maite Monica ; Löwe, Roland ; Courdent, Vianney Augustin Thomas ; Meneses, Elbys José ; Petersen, Steen O. ; Vedel, Henrik ; Petersen, H. M. ; Mikkelsen, Peter Steen
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2017

Controlling sewer systems – a critical review based on systems in three EU cities

Mollerup, Ane Loft ; Mikkelsen, Peter Steen ; Thornberg, D. ; Sin, Gürkan
in: Urban Water Journal, vol: 14, issue: 4, pages: 435-442

Type: Journal article (Peer reviewed)

Status: Published | Year: 2017 | DOI: https://doi.org/10.1080/1573062X.2016.1148183

Evaluation of high resolution spatio-temporal precipitation extremes from a stochastic weather generator

Sørup, Hjalte Jomo Danielsen ; Christensen, O. B. ; Arnbjerg-Nielsen, Karsten ; Mikkelsen, Peter Steen
part of: 9th International Workshop on Precipitation in Urban Areas: Urban Challenges in Rainfall Analysis, Urbanrain 2012, pages: 121-126, 2017
Presented at: 9th International Workshop on Precipitation in Urban Areas

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

From vision to operation - Smart real-time control of water systems in Aarhus, Denmark

Pedersen, Lisbeth B. ; Mikkelsen, Peter Steen ; Christiansen, Lasse Engbo ; Falk, A. K. ; Morten, B. ; Lund, Nadia Schou Vorndran ; Halvgaard, R. ; Sørensen, H.R. ; Duus, L. B. ; Madsen, H.
part of: 14th IWA/IAHR international conference on urban drainage, pages: 2338-2340, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Greenhouse gas emissions from integrated urban drainage systems: where do we stand?

Mannina, Giorgio ; Butler, D. ; Deletic, A. ; Fowder, H. ; Fu, G. ; Kleidorfer, M. ; McCarthy, D. ; Mikkelsen, Peter Steen ; Rauch, W. ; Vezzaro, Luca ; Yuan, Z. ; Willems, P.
part of: Proceedings of the 14th IWA/IAHR International Conference on Urban Drainage, pages: 2126-2139, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Hydrologic impact of urbanization with extensive stormwater infiltration

Locatelli, Luca ; Mark, Ole ; Mikkelsen, Peter Steen ; Arnbjerg-Nielsen, Karsten ; Deletic, Ana ; Roldin, Maria Kerstin ; Binning, Philip John
in: Journal of Hydrology, vol: 544, pages: 524-537

Type: Journal article (Peer reviewed)

Status: Published | Year: 2017 | DOI: https://doi.org/10.1016/j.jhydrol.2016.11.030

Integrated hydrological model-based assessment of stormwater management scenarios in Copenhagen's first climate resilient neighbourhood using the three point approach

Lerer, Sara Maria ; Righetti, Francesco ; Rozario, Thomas ; Mikkelsen, Peter Steen
in: Water, vol: 9, issue: 11

Type: Journal article (Peer reviewed)

Status: Published | Year: 2017 | DOI: https://doi.org/10.3390/w9110883

Måling af vandkvalitet i overløbsbygværker

Olesen, Lea ; Mikkelsen, Peter Steen ; Vezzaro, Luca
in: Vand & Jord, vol: 24, issue: 1, pages: 9-12

Type: Journal article

Status: Published | Year: 2017

Modelling Illicit Drug Fate in Sewers for Wastewater-Based Epidemiology

Ramin, Pedram ; Mikkelsen, Peter Steen ; Plósz, Benedek G.
Presented at: 3rd International conference on Wastewater – Based Drug Epidemiology

Type: Poster (Peer reviewed)

Status: Published | Year: 2017

Model predictive control for urban drainage: testing with a nonlinear hydrodynamic model

Halvgaard, R. ; Falk, A. K. V. ; Lund, Nadia Schou Vorndran ; Borup, Morten ; Mikkelsen, Peter Steen ; Madsen, H.
part of: 14th IWA/IAHR international conference on urban drainage, pages: 2471-2474, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Particle-enhanced transportation of metal and PAH pollution reduces stormwater treatment efficiency based on settling and filtration

Nielsen, Katrine ; Sebastian, Christel ; Eriksson, Eva ; Mikkelsen, Peter Steen
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2017

Social construction of stormwater control measures in Melbourne and Copenhagen:

Madsen, Herle Mo ; Brown, Rebekah ; Elle, Morten ; Mikkelsen, Peter Steen
in: Technological Forecasting and Social Change, vol: 115, pages: 198-209

Type: Journal article (Peer reviewed)

Status: Published | Year: 2017 | DOI: https://doi.org/10.1016/j.techfore.2016.10.003

Spatial bias and uncertainty in numerical weather predictions for urban runoff forecasts with long time horizons

Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Vezzaro, Luca ; Vedel, Henrik ; Madsen, Henrik ; Mikkelsen, Peter Steen
part of: Proceedings of the 14th IWA/IAHR International Conference on Urban Drainage, pages: 168-171, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems

Vezzaro, Luca ; Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Löwe, Roland ; Mikkelsen, Peter Steen
part of: Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation, pages: 149-157, 2017, Québec, Canada
Presented at: 12th IWA Specialized Conference on Instrumentation, Control and Automation

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017

Urban runoff forecasting with ensemble weather predictions

Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Vezzaro, Luca ; Madsen, Henrik ; Mikkelsen, Peter Steen
Presented at: 15th Nordic Wastewater Conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published | Year: 2017

Using a time-lagged method to enhance Numerical Weather Prediction for urban drainage applications

Courdent, Vianney ; Pedersen, Jonas Wied ; Munk-Nielsen, Thomas ; Mikkelsen, Peter Steen
part of: Proceedings of the 14th IWA/IAHR international conference on urban drainage, pages: 1639-1642, 2017, Prague, Czech Republic
Presented at: 14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published | Year: 2017