Articles | Volume 1, issue 1
https://doi.org/10.5194/dwes-1-27-2008
© Author(s) 2008. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/dwes-1-27-2008
© Author(s) 2008. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
25 Sep 2008
Importance of demand modelling in network water quality models: a review
E. J. M. Blokker
Kiwa Water Research Groningenhaven 7, 3430 BB Nieuwegein, The Netherlands
Delft University of Technology, Department of Civil Engineering and Geosciences, P.O. Box 5048, 2600 GA Delft, The Netherlands
J. H. G. Vreeburg
Kiwa Water Research Groningenhaven 7, 3430 BB Nieuwegein, The Netherlands
Delft University of Technology, Department of Civil Engineering and Geosciences, P.O. Box 5048, 2600 GA Delft, The Netherlands
S. G. Buchberger
University of Cincinnati, Department of Civil and Environmental Engineering, P.O. Box 210071 Cincinnati, OH 45221-0071, USA
J. C. van Dijk
University of Cincinnati, Department of Civil and Environmental Engineering, P.O. Box 210071 Cincinnati, OH 45221-0071, USA
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46 citations as recorded by crossref.
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- Dynamic Hydraulics in a Drinking Water Distribution System Influence Suspended Particles and Turbidity, But Not Microbiology E. Prest et al. https://doi.org/10.3390/w13010109
- Simulation Study to Evaluate Temporal Aggregation and Variability of Stochastic Water Demands on Distribution System Hydraulics and Transport X. Yang & D. Boccelli https://doi.org/10.1061/(ASCE)WR.1943-5452.0000359
- Comparison of Bottom-Up and Top-Down Procedures for Water Demand Reconstruction D. Fiorillo et al. https://doi.org/10.3390/w12030922
- Predicting Chlorine and Trihalomethanes in a Full-Scale Water Distribution System under Changing Operating Conditions F. Absalan et al. https://doi.org/10.3390/w14223685
- Analytical Stochastic Microcomponent Modeling Approach to Assess Network Spatial Scale Effects in Water Supply Systems S. Díaz & J. González https://doi.org/10.1061/(ASCE)WR.1943-5452.0001237
- Simplified Approach to Assess Supplied Water Age Variance in Branched Water Distribution Networks S. Díaz & J. González https://doi.org/10.1007/s11269-026-04530-5
- The urban harvest approach as framework and planning tool for improved water and resource cycles I. Leusbrock et al. https://doi.org/10.2166/wst.2015.299
- Dynamic Time Warping Clustering to Discover Socioeconomic Characteristics in Smart Water Meter Data D. Steffelbauer et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001360
- Water quality modeling and distribution network evaluation in Hosanna Town, Ethiopia A. Tessema et al. https://doi.org/10.1016/j.rineng.2026.109531
- Pulsed Demand Modeling for the Optimal Placement of Water Quality Sensors in Water Distribution Networks C. Giudicianni et al. https://doi.org/10.1029/2022WR033368
- Review of applications for SIMDEUM, a stochastic drinking water demand model with a small temporal and spatial scale M. Blokker et al. https://doi.org/10.5194/dwes-10-1-2017
- Potential Performance of Hydraulic State Estimation in Water Distribution Networks E. Ruiz et al. https://doi.org/10.1007/s11269-021-03056-2
- Chlorine Decay Simulation in Real Water Distribution System Using Epanet Program M. Malika et al. https://doi.org/10.2478/awutp-2023-0007
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- Framework for the Statistical Characterization of Supplied Water Age in Water Distribution Networks S. Díaz & J. González https://doi.org/10.1007/s11269-025-04157-y
- Modeling of Chlorine Decay in Drinking Water Supply Systems Using EPANET MSX L. Monteiro et al. https://doi.org/10.1016/j.proeng.2014.02.132
- Generation of synthetic water demand time series at different temporal and spatial aggregation levels S. Alvisi et al. https://doi.org/10.1080/1573062X.2013.801499
- Simulating Nonresidential Water Demand with a Stochastic End-Use Model E. Blokker et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000146
- Envisioning surprises: How social sciences could help models represent ‘deep uncertainty’ in future energy and water demand M. Sharmina et al. https://doi.org/10.1016/j.erss.2018.11.008
- Poisson rectangular pulse (PRP) model establishment based on uncertainty analysis of urban residential water consumption patterns J. Zhang et al. https://doi.org/10.1016/j.ese.2023.100317
- Influence of Network Model Detail on Estimated Health Effects of Drinking Water Contamination Events M. Davis & R. Janke https://doi.org/10.1061/(ASCE)WR.1943-5452.0000436
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- Control-theoretic modeling of multi-species water quality dynamics in drinking water networks: Survey, methods, and test cases S. Elsherif et al. https://doi.org/10.1016/j.arcontrol.2022.08.003
- Identification of Suitable Locations in a Small Water Supply Network for the Placement of Water Quality Sensors Based on Different Criteria under Demand-Driven Conditions S. Tsitsifli & V. Kanakoudis https://doi.org/10.3390/w14162504
- Comparison of parametric and nonparametric disaggregation models for the top-down generation of water demand time series S. Alvisi et al. https://doi.org/10.1080/10286608.2015.1126823
- Bottom-Up Generation of Water Demands to Preserve Basic Statistics and Rank Cross-Correlations of Measured Time Series E. Creaco et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001142
- Relative Water Age in Premise Plumbing Systems Using an Agent-Based Modeling Framework J. Burkhardt et al. https://doi.org/10.1061/JWRMD5.WRENG-5888
- A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations J. Kirstein et al. https://doi.org/10.2166/hydro.2020.083
- Review of chloramine decay models in drinking water system S. Hossain et al. https://doi.org/10.1039/D1EW00640A
- Assessing the public health risk of microbial intrusion events in distribution systems: Conceptual model, available data, and challenges M. Besner et al. https://doi.org/10.1016/j.watres.2010.10.035
- Modeling and Validation of Residential Water Demand in Agent-Based Models: A Systematic Literature Review B. Sattler et al. https://doi.org/10.3390/w15030579
- Scale effects and implications of the stochastic structure of customer water demands S. Díaz et al. https://doi.org/10.2166/hydro.2024.207
- Enhancing residual chlorine stability in water distribution systems: Challenges, modeling approaches, and advanced optimization strategies G. Dhanabal & G. Chellaiah https://doi.org/10.1016/j.nxcen.2025.100005
- Analytical scaling relations to evaluate leakage and intrusion in intermittent water supply systems D. Taylor et al. https://doi.org/10.1371/journal.pone.0196887
- Smart meters data for modeling and forecasting water demand at the user-level J. Pesantez et al. https://doi.org/10.1016/j.envsoft.2020.104633
- Demand-Driven Spatiotemporal Variations of Flow Hydraulics and Water Age by Comparative Modeling Analysis of Distribution Network Y. Zhao et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000995
- Accumulation and modeling of particles in drinking water pipe fittings K. Neilands et al. https://doi.org/10.5194/dwes-5-47-2012
- Water Distribution Operation Systems Based on Smart Meter and Sensor Network J. Kim et al. https://doi.org/10.1016/j.proeng.2014.11.210
- Models for Generating Household Water Demand Pulses: Literature Review and Comparison E. Creaco et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000763
46 citations as recorded by crossref.
- Developing a PDA Head–Outflow Relationship from a Microscale Analysis S. Díaz et al. https://doi.org/10.1061/JWRMD5.WRENG-6314
- Dynamic Hydraulics in a Drinking Water Distribution System Influence Suspended Particles and Turbidity, But Not Microbiology E. Prest et al. https://doi.org/10.3390/w13010109
- Simulation Study to Evaluate Temporal Aggregation and Variability of Stochastic Water Demands on Distribution System Hydraulics and Transport X. Yang & D. Boccelli https://doi.org/10.1061/(ASCE)WR.1943-5452.0000359
- Comparison of Bottom-Up and Top-Down Procedures for Water Demand Reconstruction D. Fiorillo et al. https://doi.org/10.3390/w12030922
- Predicting Chlorine and Trihalomethanes in a Full-Scale Water Distribution System under Changing Operating Conditions F. Absalan et al. https://doi.org/10.3390/w14223685
- Analytical Stochastic Microcomponent Modeling Approach to Assess Network Spatial Scale Effects in Water Supply Systems S. Díaz & J. González https://doi.org/10.1061/(ASCE)WR.1943-5452.0001237
- Simplified Approach to Assess Supplied Water Age Variance in Branched Water Distribution Networks S. Díaz & J. González https://doi.org/10.1007/s11269-026-04530-5
- The urban harvest approach as framework and planning tool for improved water and resource cycles I. Leusbrock et al. https://doi.org/10.2166/wst.2015.299
- Dynamic Time Warping Clustering to Discover Socioeconomic Characteristics in Smart Water Meter Data D. Steffelbauer et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001360
- Water quality modeling and distribution network evaluation in Hosanna Town, Ethiopia A. Tessema et al. https://doi.org/10.1016/j.rineng.2026.109531
- Pulsed Demand Modeling for the Optimal Placement of Water Quality Sensors in Water Distribution Networks C. Giudicianni et al. https://doi.org/10.1029/2022WR033368
- Review of applications for SIMDEUM, a stochastic drinking water demand model with a small temporal and spatial scale M. Blokker et al. https://doi.org/10.5194/dwes-10-1-2017
- Potential Performance of Hydraulic State Estimation in Water Distribution Networks E. Ruiz et al. https://doi.org/10.1007/s11269-021-03056-2
- Chlorine Decay Simulation in Real Water Distribution System Using Epanet Program M. Malika et al. https://doi.org/10.2478/awutp-2023-0007
- Simulating Residential Water Demand with a Stochastic End-Use Model E. Blokker et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000002
- Framework for the Statistical Characterization of Supplied Water Age in Water Distribution Networks S. Díaz & J. González https://doi.org/10.1007/s11269-025-04157-y
- Modeling of Chlorine Decay in Drinking Water Supply Systems Using EPANET MSX L. Monteiro et al. https://doi.org/10.1016/j.proeng.2014.02.132
- Generation of synthetic water demand time series at different temporal and spatial aggregation levels S. Alvisi et al. https://doi.org/10.1080/1573062X.2013.801499
- Simulating Nonresidential Water Demand with a Stochastic End-Use Model E. Blokker et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000146
- Envisioning surprises: How social sciences could help models represent ‘deep uncertainty’ in future energy and water demand M. Sharmina et al. https://doi.org/10.1016/j.erss.2018.11.008
- Poisson rectangular pulse (PRP) model establishment based on uncertainty analysis of urban residential water consumption patterns J. Zhang et al. https://doi.org/10.1016/j.ese.2023.100317
- Influence of Network Model Detail on Estimated Health Effects of Drinking Water Contamination Events M. Davis & R. Janke https://doi.org/10.1061/(ASCE)WR.1943-5452.0000436
- The Hydro-Quality Modeling for Sustain Water Distribution Network A. Mohammed & W. Mohammed-Ali https://doi.org/10.1088/1755-1315/1545/1/012064
- Generic Framework for Downscaling Statistical Quantities at Fine Time-Scales and Its Perspectives towards Cost-Effective Enrichment of Water Demand Records P. Kossieris et al. https://doi.org/10.3390/w13233429
- The Dutch secret: how to provide safe drinking water without chlorine in the Netherlands P. Smeets et al. https://doi.org/10.5194/dwes-2-1-2009
- La importancia de la temperatura del agua en las redes de abastecimiento S. Díaz García & J. González Pérez https://doi.org/10.4995/ia.2022.17366
- A bottom-up approach of stochastic demand allocation in water quality modelling E. Blokker et al. https://doi.org/10.5194/dwes-3-43-2010
- The use of high resolution monitoring in the management of water quality failures caused by discolouration D. Anonye & A. Nwachukwu https://doi.org/10.5897/IJWREE2012.057
- Caracterización de micro-consumos domésticos de agua potable de acuerdo con la percepción de los participantes en una iniciativa de ciencia ciudadana: la experiencia del #50lWaterChallenge S. Díaz et al. https://doi.org/10.4995/ia.2021.14998
- Control-theoretic modeling of multi-species water quality dynamics in drinking water networks: Survey, methods, and test cases S. Elsherif et al. https://doi.org/10.1016/j.arcontrol.2022.08.003
- Identification of Suitable Locations in a Small Water Supply Network for the Placement of Water Quality Sensors Based on Different Criteria under Demand-Driven Conditions S. Tsitsifli & V. Kanakoudis https://doi.org/10.3390/w14162504
- Comparison of parametric and nonparametric disaggregation models for the top-down generation of water demand time series S. Alvisi et al. https://doi.org/10.1080/10286608.2015.1126823
- Bottom-Up Generation of Water Demands to Preserve Basic Statistics and Rank Cross-Correlations of Measured Time Series E. Creaco et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001142
- Relative Water Age in Premise Plumbing Systems Using an Agent-Based Modeling Framework J. Burkhardt et al. https://doi.org/10.1061/JWRMD5.WRENG-5888
- A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations J. Kirstein et al. https://doi.org/10.2166/hydro.2020.083
- Review of chloramine decay models in drinking water system S. Hossain et al. https://doi.org/10.1039/D1EW00640A
- Assessing the public health risk of microbial intrusion events in distribution systems: Conceptual model, available data, and challenges M. Besner et al. https://doi.org/10.1016/j.watres.2010.10.035
- Modeling and Validation of Residential Water Demand in Agent-Based Models: A Systematic Literature Review B. Sattler et al. https://doi.org/10.3390/w15030579
- Scale effects and implications of the stochastic structure of customer water demands S. Díaz et al. https://doi.org/10.2166/hydro.2024.207
- Enhancing residual chlorine stability in water distribution systems: Challenges, modeling approaches, and advanced optimization strategies G. Dhanabal & G. Chellaiah https://doi.org/10.1016/j.nxcen.2025.100005
- Analytical scaling relations to evaluate leakage and intrusion in intermittent water supply systems D. Taylor et al. https://doi.org/10.1371/journal.pone.0196887
- Smart meters data for modeling and forecasting water demand at the user-level J. Pesantez et al. https://doi.org/10.1016/j.envsoft.2020.104633
- Demand-Driven Spatiotemporal Variations of Flow Hydraulics and Water Age by Comparative Modeling Analysis of Distribution Network Y. Zhao et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000995
- Accumulation and modeling of particles in drinking water pipe fittings K. Neilands et al. https://doi.org/10.5194/dwes-5-47-2012
- Water Distribution Operation Systems Based on Smart Meter and Sensor Network J. Kim et al. https://doi.org/10.1016/j.proeng.2014.11.210
- Models for Generating Household Water Demand Pulses: Literature Review and Comparison E. Creaco et al. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000763
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