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Research Output

2020

An ensemble stacked model with bias correction for improved water demand forecasting

Xenochristou, M. & Kapelan, Z., 2020, In : Urban Water Journal. 17, 3, p. 212-223 12 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Assessing the global resilience of water quality sensor placement strategies within water distribution systems

Zhang, Q., Zheng, F., Kapelan, Z., Savic, D., He, G. & Ma, Y., 2020, In : Water Research. 172, p. 1-14 14 p., 115527.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

A Stochastic Model to Predict Flow, Nutrient and Temperature Changes in a Sewer under Water Conservation Scenarios

Bailey, O., Zlatanović, L., van der Hoek, J. P., Kapelan, Z., Blokker, M., Arnot, T. & Hofman, J., 2020, In : Water. 12, 4, p. 1-20 20 p., 1187.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
36 Downloads (Pure)

Community Mapping Supports Comprehensive Urban Flood Modeling for Flood Risk Management in a Data-Scarce Environment

Petersson, L., ten Veldhuis, M-C., Verhoeven, G., Kapelan, Z., Maholi, I. & Winsemius, H. C., 2020, In : Frontiers in earth science. 8, p. 1-15 15 p., 304.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Downloads (Pure)

Drinking water temperature around the globe: Understanding, policies, challenges and opportunities

Agudelo-Vera, C., Avvedimento, S., Boxall, J., Creaco, E., de Kater, H., Nardo, A. D., Djukic, A., Kapelan, Z., Blokker, M. & More Authors, 2020, In : Water (Switzerland). 12, 4, 19 p., 1049.

Research output: Contribution to journalReview articleScientificpeer-review

Open Access
File
8 Downloads (Pure)

Exploring trade-offs among the multiple benefits of green-blue-grey infrastructure for urban flood mitigation

Alves, A., Vojinovic, Z., Kapelan, Z., Sanchez, A. & Gersonius, B., 2020, In : Science of the Total Environment. 703, 14 p., 134980.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
60 Downloads (Pure)

Improving the Resilience of Postdisaster Water Distribution Systems Using Dynamic Optimization Framework

Zhang, Q., Zheng, F., Chen, Q., Kapelan, Z., Diao, K., Zhang, K. & Huang, Y., 1 Feb 2020, In : Journal of Water Resources Planning and Management. 146, 2, 12 p., 04019075.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
80 Downloads (Pure)

Non-deposition self-cleansing models for large sewer pipes

Montes, C., Vanegas, S., Kapelan, Z., Berardi, L. & Saldarriaga, J., 2020, In : Water science and technology : a journal of the International Association on Water Pollution Research. 81, 3, p. 606-621 16 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Predicting bedload sediment transport of non-cohesive material in sewer pipes using evolutionary polynomial regression–multi-objective genetic algorithm strategy

Montes, C., Berardi, L., Kapelan, Z. & Saldarriaga, J., 2020, In : Urban Water Journal. 17, 2, p. 154-162 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
28 Downloads (Pure)

Uniformity and Heuristics-Based DeNSE Method for Sectorization of Water Distribution Networks

Vasilic, Ž., Stanic, M., Kapelan, Z., Prodanovic, D. & Babic, B., 2020, In : Journal of Water Resources Planning and Management. 146, 3, 15 p., 04019079.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
59 Downloads (Pure)

Using Complex Network Analysis for Optimization of Water Distribution Networks

Sitzenfrei, R., Wang, Q., Kapelan, Z. & Savić, D., 2020, In : Water Resources Research. 56, 8, p. 1-17 17 p., e2020WR027929.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Downloads (Pure)

Water Demand Forecasting Accuracy and Influencing Factors at Different Spatial Scales Using a Gradient Boosting Machine

Xenochristou, M., Hutton, C., Hofman, J. & Kapelan, Z., 2020, In : Water Resources Research. 56, 8, p. 1-15 15 p., e2019WR026304.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Water-Loss Management under Data Scarcity: Case Study in a Small Municipality in a Developing Country

Oviedo-Ocaña, E. R., Dominguez, I. C., Celis, J., Blanco, L. C., Cotes, I., Ward, S. & Kapelan, Z., 1 Mar 2020, In : Journal of Water Resources Planning and Management. 146, 3, 16 p., 05020001.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
54 Downloads (Pure)
2019

Assessing the Co-Benefits of green-blue-grey infrastructure for sustainable urban flood risk management

Alves, A., Gersonius, B., Kapelan, Z., Vojinovic, Z. & Sanchez, A., 2019, In : Journal of Environmental Management. 239, p. 244-254 11 p.

Research output: Contribution to journalArticleScientificpeer-review

21 Citations (Scopus)

Automated detection of fault types in CCTV sewer surveys

Myrans, J., Everson, R. & Kapelan, Z., 1 Jan 2019, In : Journal of Hydroinformatics. 21, 1, p. 153-163 11 p.

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

Developing a stochastic sewer model to support sewer design under water conservation measures

Bailey, O., Arnot, T. C., Blokker, E. J. M., Kapelan, Z., Vreeburg, J. & Hofman, J. A. M. H., 2019, In : Journal of Hydrology. 573, p. 908-917 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
18 Downloads (Pure)

Fast Pump Scheduling Method for Optimum Energy Cost and Water Quality in Water Distribution Networks with Fixed and Variable Speed Pumps

Abdallah, M. & Kapelan, Z., 2019, In : Journal of Water Resources Planning and Management. 145, 12, 13 p., 04019055.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
54 Downloads (Pure)

Impact of self-cleansing criteria choice on the optimal design of sewer networks in South America

Montes, C., Kapelan, Z. & Saldarriaga, J., 2019, In : Water (Switzerland). 11, 6, 12 p., 1148.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
55 Downloads (Pure)

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics

Maier, H. R., Razavi, S., Kapelan, Z., Matott, L. S., Kasprzyk, J. & Tolson, B. A., 2019, In : Environmental Modelling and Software. 114, p. 195-213 19 p.

Research output: Contribution to journalReview articleScientificpeer-review

27 Citations (Scopus)

Leak Localization in a Real Water Distribution Network Based on Search-Space Reduction

Sophocleous, S., Savić, D. & Kapelan, Z., 2019, In : Journal of Water Resources Planning and Management. 145, 7, 13 p., 04019024.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
90 Downloads (Pure)

Performance of LEMMO with artificial neural networks for water systems optimisation

Sayers, W., Savic, D. & Kapelan, Z., 2019, In : Urban Water Journal. 16, 1, p. 21-32 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
13 Downloads (Pure)

Predicting impacts of water conservation with a stochastic sewer model

Bailey, O., Arnot, T. C., Blokker, E. J. M., Kapelan, Z. & Hofman, J. A. M. H., 2019, In : Water Science and Technology. 80, 11, p. 2148-2157 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
15 Downloads (Pure)

Real-Time Water Quality Modeling with Ensemble Kalman Filter for State and Parameter Estimation in Water Distribution Networks

Rajakumar, A. G., Mohan Kumar, M. S., Amrutur, B. & Kapelan, Z., 2019, In : Journal of Water Resources Planning and Management. 145, 11, 12 p., 04019049.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
52 Downloads (Pure)
2018

A Resilience-Based Methodology for Improved Water Resources Adaptation Planning under Deep Uncertainty with Real World Application

Roach, T., Kapelan, Z. & Ledbetter, R., 1 Apr 2018, In : Water Resources Management. 32, 6, p. 2013-2031 19 p.

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Automated detection of faults in sewers using CCTV image sequences

Myrans, J., Everson, R. & Kapelan, Z., 1 Nov 2018, In : Automation in Construction. 95, p. 64-71 8 p.

Research output: Contribution to journalArticleScientificpeer-review

12 Citations (Scopus)

Can smart rainwater harvesting schemes result in the improved performance of integrated urban water systems?

Behzadian, K., Kapelan, Z., Mousavi, S. J. & Alani, A., 1 Jul 2018, In : Environmental Science and Pollution Research. 25, 20, p. 19271-19282 12 p.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Combining classifiers to detect faults in wastewater networks

Myrans, J., Kapelan, Z. & Everson, R., 1 May 2018, In : Water Science and Technology. 77, 9, p. 2184-2189 6 p.

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)

Improved loop-flow method for hydraulic analysis of water distribution systems

Vasilic, Z., Stanic, M., Kapelan, Z., Ivetic, D. & Prodanovic, D., 1 Apr 2018, In : Journal of Water Resources Planning and Management. 144, 4, 04018012.

Research output: Contribution to journalArticleScientificpeer-review

Let's get moving and write software: An open source project for EPANET

Uber, J. G., Boccelli, D. L., Hatchett, S., Kapelan, Z., Saldarriaga, J., Simpson, A. R., Tryby, M. E. & van Zyl, J. E., 1 Apr 2018, In : Journal of Water Resources Planning and Management. 144, 4, 01818001.

Research output: Contribution to journalEditorialScientificpeer-review

4 Citations (Scopus)

Multi-criteria Approach for Selection of Green and Grey Infrastructure to Reduce Flood Risk and Increase CO-benefits

Alves, A., Gersonius, B., Sanchez, A., Vojinovic, Z. & Kapelan, Z., 1 May 2018, In : Water Resources Management. 32, 7, p. 2505-2522 18 p.

Research output: Contribution to journalArticleScientificpeer-review

15 Citations (Scopus)

Multi-objective optimization of resilient design of the multipurpose reservoir in conditions of uncertain climate change

Paseka, S., Kapelan, Z. & Marton, D., 21 Aug 2018, In : Water (Switzerland). 10, 9, 1110.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Optimal energy recovery by means of pumps as turbines (PATs) for improved WDS management

Tricarico, C., Morley, M. S., Gargano, R., Kapelan, Z., Savić, D., Santopietro, S., Granata, F. & de Marinis, G., 1 Aug 2018, In : Water Science and Technology: Water Supply. 18, 4, p. 1365-1374 10 p.

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

Real-time operational response methodology for reducing failure impacts in water distribution systems

Mahmoud, H. A., Kapelan, Z. & Savić, D., 1 Jul 2018, In : Journal of Water Resources Planning and Management. 144, 7, 04018029.

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

Resilience-based performance metrics for water resources management under uncertainty

Roach, T., Kapelan, Z. & Ledbetter, R., 1 Jun 2018, In : Advances in Water Resources. 116, p. 18-28 11 p.

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)
2017

A probabilistic short-termwater demand forecasting model based on the Markov chain

Gagliardi, F., Alvisi, S., Kapelan, Z. & Franchini, M., 12 Jul 2017, In : Water (Switzerland). 9, 7, 507.

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)