Digital Twins for Water Distribution Systems

Digital Twin in manufacturing: A categorical literature review and classification

Kritzinger, W., Karner, M., Traar, G., Henjes, J., & Sihn, W. (2018) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2018.08.474 · Cited by 3,612 · see citing works

Digital twin: origin to future

Singh, M., Fuenmayor, E., Hinchy, E., Qiao, Y., Murray, N., & Devine, D. (2021) · Applied System Innovation · doi:10.3390/asi4020036 · Cited by 1,038 · see citing works

How to tell the difference between a model and a digital twin

Wright, L., & Davidson, S. (2020) · Advanced Modeling and Simulation in Engineering Sciences · doi:10.1186/s40323-020-00147-4 · Cited by 601 · see citing works

Digital twin-enabled anomaly detection for built asset monitoring in operation and maintenance

Lu, Q., Xie, X., Parlikad, A. K., & Schooling, J. M. (2020) · Automation in Construction · doi:10.1016/j.autcon.2020.103277 · Cited by 484 · see citing works

The Digital Twin of the City of Zurich for Urban Planning

Schrotter, G., & Hürzeler, C. (2020) · PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science · doi:10.1007/s41064-020-00092-2 · Cited by 434 · see citing works

Digital twin aided sustainability-based lifecycle management for railway turnout systems

Kaewunruen, S., & Lian, Q. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.04.156 · Cited by 265 · see citing works

Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality

Angjeliu, G., Coronelli, D., & Cardani, G. (2020) · Computers & Structures · doi:10.1016/j.compstruc.2020.106282 · Cited by 251 · see citing works

Quo vadis water distribution model calibration?

Savic, D. A., Kapelan, Z. S., & Jonkergouw, P. (2009) · Urban Water Journal · doi:10.1080/15730620802613380 · Cited by 227 · see citing works

Building and exploiting a Digital Twin for the management of drinking water distribution networks

Conejos, P., Alzamora, F. M., Carot, M. H., & Campos, J. C. A. (2020) · Urban Water Journal · doi:10.1080/1573062x.2020.1771382 · Cited by 197 · see citing works

Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems

O’Dwyer, E., Pan, I., Charlesworth, R., Butler, S., & Shah, N. (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102412 · Cited by 195 · see citing works

Smart Infrastructure: A Vision for the Role of the Civil Engineering Profession in Smart Cities

Berglund, E. Z., Monroe, J. G., Ahmed, I., Noghabaei, M., Do, J., Pesantez, J. E., Khaksar Fasaee, M. A., Bardaka, E., Han, K., Proestos, G. T., et al. (2020) · Journal of Infrastructure Systems · doi:10.1061/(asce)is.1943-555x.0000549 · Cited by 185 · see citing works

Social Sensing in Disaster City Digital Twin: Integrated Textual–Visual–Geo Framework for Situational Awareness during Built Environment Disruptions

Fan, C. H., Jiang, Y., & Mostafavi, A. (2020) · Journal of Management in Engineering · doi:10.1061/(asce)me.1943-5479.0000745 · Cited by 148 · see citing works

Dealing with Uncertainty in Water Distribution System Models: A Framework for Real-Time Modeling and Data Assimilation

Hutton, C., Kapelan, Z. S., Vamvakeridou-Lyroudia, L., & Savic, D. A. (2012) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0000325 · Cited by 139 · see citing works

Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoDs Latest Manhattan Project

West, T., & Blackburn, M. (2017) · Procedia Computer Science · doi:10.1016/j.procs.2017.09.003 · Cited by 133 · see citing works

Using a digital twin to explore water infrastructure impacts during the COVID-19 pandemic

Pesantez, J. E., Alghamdi, F., Sabu, S., Mahinthakumar, G., & Berglund, E. Z. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.103520 · Cited by 127 · see citing works

Smart meters data for modeling and forecasting water demand at the user-level

Pesantez, J. E., Berglund, E. Z., & Kaza, N. (2020) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2020.104633 · Cited by 116 · see citing works

Re-engineering traditional urban water management practices with smart metering and informatics

Nguyen, K. A., Stewart, R. A., Zhang, H., Sahin, O., & Siriwardene, N. (2018) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2017.12.015 · Cited by 106 · see citing works

New Challenges towards Smart Systems’ Efficiency by Digital Twin in Water Distribution Networks

Ramos, H. M., Morani, M. C., Carravetta, A., et al. (2022) · Water · doi:10.3390/w14081304 · Cited by 104 · see citing works

Graph Neural Networks for State Estimation in Water Distribution Systems: Application of Supervised and Semisupervised Learning

Xing, L., & Perelman, L. (2022) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0001550 · Cited by 79 · see citing works

Review of Modeling Methodologies for Managing Water Distribution Security

Berglund, E. Z., Pesantez, J. E., Rasekh, A., Shafiee, M. E., Perelman, L., & Haxton, T. (2020) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0001265 · Cited by 77 · see citing works

Adaptive water distribution networks with dynamically reconfigurable topology

Wright, R. W., Stoianov, I., Parpas, P., et al. (2014) · Journal of Hydroinformatics · doi:10.2166/hydro.2014.086 · Cited by 73 · see citing works

Enhancing water system models by integrating big data

Shafiee, M. E., Barker, Z. A., & Rasekh, A. (2017) · Sustainable Cities and Society · doi:10.1016/j.scs.2017.11.042 · Cited by 61 · see citing works

The History of Water Distribution Network Analysis: The Computer Age

Ormsbee, L. E. (2008) · doi:10.1061/40941(247)3 · Cited by 47 · see citing works

A Digital Twin of a Water Distribution System by Using Graph Convolutional Networks for Pump Speed-Based State Estimation

Granados, C. A. B., Zanfei, A., Brentan, B., Montalvo, I., & Izquierdo, J. (2022) · Water · doi:10.3390/w14040514 · Cited by 46 · see citing works

Does historical data still count? Exploring the applicability of smart building applications in the post-pandemic period

Xie, X., Lu, Q., Herrera, M., Yu, Q., Parlikad, A. K., & Schooling, J. M. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.102804 · Cited by 39 · see citing works

Transient simulations in water distribution networks: TSNet python package

Xing, L., & Sela, L. (2020) · Advances in Engineering Software · doi:10.1016/j.advengsoft.2020.102884 · Cited by 35 · see citing works

Effects of the COVID-19 Pandemic on Water Utility Operations and Vulnerability

Berglund, E. Z., Buchberger, S. G., Cunha, M. D. C., et al. (2022) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0001560 · Cited by 29 · see citing works

Streaming Smart Meter Data Integration to Enable Dynamic Demand Assignment for Real-Time Hydraulic Simulation

Shafiee, M. E., Rasekh, A., Sela, L., et al. (2020) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0001221 · Cited by 27 · see citing works

Dynamic Control of Water Distribution System Based on Network Partitioning

Nardo, A. D., Cavallo, A., Natale, M. D., et al. (2016) · Procedia Engineering · doi:10.1016/j.proeng.2016.07.460 · Cited by 24 · see citing works

Locating Inadvertently Partially Closed Valves in Water Distribution Systems

Do, N. C., Simpson, A. R., Deuerlein, J., & Piller, O. (2018) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0000958 · Cited by 18 · see citing works

Remote real-time pressure control via a variable speed pump in a specific water distribution system

Page, P. R., Zulu, S., & Mothetha, M. L. (2018) · AQUA - Water Infrastructure Ecosystems and Society · doi:10.2166/aqua.2018.074 · Cited by 17 · see citing works

Daily Model Calibration with Water Loss Estimation and Localization Using Continuous Monitoring Data in Water Distribution Networks

Chew, A. W. Z., Wu, Z. Y., Walski, T. M., Meng, X., Cai, J., Pok, J., & Kalfarisi, R. (2022) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0001546 · Cited by 15 · see citing works

Explicit Expressions for State Estimation Sensitivity Analysis in Water Systems

Díaz, S., Mı́nguez, R., González, J., et al. (2018) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0000914 · Cited by 9 · see citing works

State Variable Implications on Hydraulic State Estimation

Ruiz, E., Díaz, S., & González, J. (2022) · Water Resources Management · doi:10.1007/s11269-022-03152-x · Cited by 6 · see citing works

Digital Twins - A new paradigm for water supply and distribution networks

Martínez Alzamora, F., Conejos, P., Castro-Gama, M., et al. (2021) · Hydraulic Engineering Repository (HENRY) (Bundesanstalt für Wasserbau) · Cited by 2 · see citing works

Machine learning-based design and monitoring of algae blooms: Recent trends and future perspectives – A short review

Sheik, A. G., Kumar, A., Patnaik, R., Kumari, S., & Bux, F. (2024) · Critical Reviews in Environmental Science and Technology · doi:10.1080/10643389.2023.2252313 · Cited by 47 · see citing works

Reinvigorating algal cultivation for biomass production with digital twin technology - a smart sustainable infrastructure

Sheik, A. G., Kumar, A., Ansari, F. A., Raj, V., Peleato, N. M., Patan, A. K., Kumari, S., & Bux, F. (2024) · Algal Research · doi:10.1016/j.algal.2024.103779 · Cited by 37 · see citing works

DETERMINING QUALITY REQUIREMENTS AT THE UNIVERSITIES TO IMPROVE THE QUALITY OF EDUCATION

Mustafa, N. H., Kelesbayev, D., & Alibekova, Z. D. (2018) · The Journal of Economic Research & Business Administration · doi:10.26577/be-2018-2-2141

Susquehanna Chorale Spring Concert "Roots and Wings"

Hawkins, D. (2017)

Innovations in Steel Design: Research Needs for Global Sustainability

McConnell, J. R., & Fahnestock, L. A. (2014) · Journal of Structural Engineering · doi:10.1061/(asce)st.1943-541x.0001185 · Cited by 14 · see citing works

Accepting Peer Reviews as Continuing Education for Professional Engineers

Sowby, R. B. (2021) · Journal of Infrastructure Systems · doi:10.1061/(asce)is.1943-555x.0000614 · Cited by 3 · see citing works

Philosophy of Engineering: What It Is and Why It Matters

Bulleit, W. M., Schmidt, J. A., Alvi, I. A., Nelson, E. A., & Rodríguez-Nikl, T. (2014) · Journal of Professional Issues in Engineering Education and Practice · doi:10.1061/(asce)ei.1943-5541.0000205 · Cited by 37 · see citing works