Publications
Articles Published in 2011
- Farmani R, Henriksen HJ, Savic D, Butler D. (2011) An evolutionary Bayesian belief network methodology for participatory decision making under uncertainty: An application to groundwater management, Integr Environ Assess Manag.
- Guidolin M, Duncan A, Keedwell EC, Chen AS, Djordjević S, Savić DA. (2011) Design of a graphical framework for simple prototyping of pluvial flooding cellular automata algorithms, Computing and Control for the Water Industry 2011: "Urban Water Management - Challenges and Opportunities", Exeter, Uk, 5th - 7th Sep 2011.
- Guidolin M, Savic DA, Kapelan Z. (2011) Computational Performance Analysis and Improvement of the Demand-Driven Hydraulic Solver for the CWSNet Library, Computing and Control for the Water Industry 2011, Exeter, 5th - 7th Sep 2011, Urban Water Management: Challenges and Opportunities, volume 1, pages 45-50.
- Savic D, Banyard J. (2011) Water Distribution Systems, ICE Publishing.
- Savic DA, Bicik J, Morley MS. (2011) A DSS generator for multiobjective optimisation of spreadsheet-based models, ENVIRON MODELL SOFTW, volume 26, no. 5, pages 551-561.
Articles Published in 2010
- Berardi, L., Giustolisi, O., Savić, D.A. and Kapelan, Z. (2010) An effective multi-objective approach to prioritisation of sewer pipe inspection, Water Science & Technology, Vol.60, No.4, pp. 841-850.
- Markus, M., Hejazi, M., Bajcsy, P., Giustolisi, O. and Savić, D.A. (2010) Prediction of Weekly Nitrate-N Fluctuations in a Small Agricultural Watershed in Illinois, Journal of Hydroinformatics, Vol. 12, No. 3, pp. 251-261.
- Giustolisi, O. and Savić, D.A. (2010) Identification of Segments and Optimal Isolation Valve System Design in Water Distribution Networks, Urban Water Journal, Vol. 7, No. 1, pp. 1-15.
- El-Baroudy, I., Elshorbagy, A., Carey, S. K., Giustolisi, O., and D.A. Savić (2009) Comparison of Three Data-Driven Techniques in Modelling the Evapotranspiration Process, Journal of Hydroinformatics, Vol. 12, No. 4, pp. 365-379.
- Puust R., Kapelan, Z., Savić D.A. and Koppel, T. (2010) A Review of Methods for Leakage Management in Pipe Networks, Urban Water Journal, Vol. 7, No. 1, pp. 25 - 45.
- Nicklow, J.W., P. Reed, Savić, D.A., T. Dessalegne, L. Harrell, A. Chan-Hilton, M. Karamouz, B. Minsker, A. Ostfeld, A. Singh and E. Zechman (2009) State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management, ASCE Journal of Water Resources Planning and Management, Vol. 136, No. 4, pp. 412-432.
Articles Published in 2009
- Savić, D.A., Giustolisi, O. and Laucelli, D.B. (2009) Asset performance analysis using multi-utility data and multi-objective data mining techniques, J. of Hydroinformatics, Vol. 11, No. 3-4, pp. 211-224. An edited version of this paper was published by IWA. Copyright (2009) International Water Association.
- Giustolisi, O. and Savić, D.A. (2009) Advances In Data-Driven Analyses and Modelling Using EPR-MOGA, J. of Hydroinformatics, Vol. 11, No. 3-4, pp. 225–236. An edited version of this paper was published by IWA. Copyright (2009) International Water Association.
- Leandro, J., A. Chen, S. Djordjević and D.A. Savić (2009) A Comparison of 1D/1D and 1D/2D Coupled (Sewer/Surface) Hydraulic Models for Urban Flood Simulation, Journal of Hydraulic Engineering, ASCE, Vol. 135, No. 6, pp. 495-504.An edited version of this paper was published by ASCE. Copyright (2009) American Society of Civil Engineers.
- Savić, D.A., Z. Kapelan and P. Jonkergouw (2009) Quo vadis water distribution model calibration? Urban Water Journal, Vol. 6, No. 1, pp. 3 - 22.
- di Pierro, F., Khu, S.T., Savić, D.A. and Berardi, L (2009) Efficient Multi-Objective Optimal Design of Water Distribution Networks on a Budget of Simulations Using Hybrid Algorithms, Environmental Modelling & Software, Vol. 24, No. 2, pp. 202-213.
- Behzadian, K., Z. Kapelan, D.A. Savić and A. Ardeshir (2009) Stochastic Sampling Design using Multiobjective Genetic Algorithm and Adaptive Neural Networks, Environmental Modelling & Software, Vol. 24, No. 4, pp. 530-541.
- Jonkergouw, P., D. Zhong , X.Q. Huo, S-T. Khu, D.A. Savić and H-B. Zhao (2009) A variable rate coefficient chlorine decay model, Environmental Science & Technology, Vol. 43, No. 2, pp. 408-414. A draft version of the paper can be found here.
- Tabesh, M., Soltani, J., Farmani, R. and Savić, D.A. (2009) Assessing Pipe Failure Rate and Mechanical Reliability of Water Distribution Networks Using Data Driven Modelling, J. of Hydroinformatics, Vol 11, No 1, pp. 1-17. An edited version of this paper was published by IWA. Copyright (2009) International Water Association.
- Olsson, R.J, Kapelan, Z., and Savić, D.A. (2009), Probabilistic Building Block Identification for the Design and Rehabilitation of Water Distribution Systems, Journal of Hydroinformatics, Vol. 11, No. 2, pp. 89-104. An edited version of this paper was published by IWA. Copyright (2009) International Water Association.
Articles Published in 2008
- Jonkergouw, P., Khu, S-T., Kapelan, Z. and Savic, D.A. (2008): Water Quality Model Calibration Under Unknown Demands, ASCE Journal of Water Resources, Planning and Management. Vol. 134, No. 4, pp. 326-336. An edited version of this paper was published by ASCE. Copyright (2008) American Society of Civil Engineers.
- Ostfeld, A., Uber, J.G., Salomons, E., Berry, J.W., Hart, W.E., Phillips, C.A., Watson, J-P., Dorini, G., Jonkergouw, P., Kapelan, Z. et al. (2008): The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms, ASCE Journal of Water Resources Planning and Management, Vol 134, No 6, pp. 556-568.
- Giustolisi, O., D.A. Savic and Z. Kapelan (2008) Extended Period Simulation Analysis Considering Valve Shutdowns, Journal of Water Resources Planning and Management, ASCE, Vol. 134, No. 6, pp. 527-537. An edited version of this paper was published by ASCE. Copyright (2008) American Society of Civil Engineers.
- Dawson, R.J., Speight, L., Hall, J.W., Djordjevic, S., Savic, D.A. and Leandro, J. (2008): Attribution of flood risk in urban areas, Journal of Hydroinformatics, 10.4, pp 275-288. An edited version of this paper was published by IWA. Copyright (2008) International Water Association.
- di Pierro F., Berardi, L., Khu S. T. and Savic, D. A. (2008): Efficient Multi-Objective Optimal Design of Water Distribution Networks on a Budget of Simulations Using Hybrid Algorithms, Environmental Modelling & Software Journal, 31(10), pp 1387-1398.
- Giustolisi, O., Doglioni, A., Savic, D.A. and di Pierro, F. (2008): An evolutionary multiobjective strategy for the effective management of groundwater resources, Water Resources Research, Vol. 44, W01403. An edited version of this paper was published by AGU. Copyright (2008) American Geophysical Union. To view the published open abstract, go to DOI:10.1029/2006WR005359
- Farmani, R., Henriksen, H.J. and Savic, D.A. (2008) An evolutionary Bayesian belief network methodology for optimum management of groundwater contamination, Environmental Modelling & Software, Vol. 24, No. 3, pp. 303-310.
- Giustolisi, O., Savic, D.A. and Kapelan, Z. (2008): Pressure-driven Demand and Leakage Simulation for Water Distribution Networks, ASCE Journal of Hydraulic Engineering, Vol. 134, No. 5, pp. 626-635. An edited version of this paper was published by ASCE. Copyright (2008) American Society of Civil Engineers. To view the published open abstract, go to DOI:10.1061/(ASCE)0733-9429(2008)134:5(626)
- Berardi, L., Kapelan, Z., Giustolisi, O. and Savic, D.A. (2008): Development of Pipe Deterioration Models for Water Distribution Systems using EPR, Journal of Hydroinformatics (IWA), 10(2), pp 113-126. An edited version of this paper was published by IWA. Copyright (2008) International Water Association.
- Cutore, P., Campisano, A., Kapelan, Z., Modica, C., and, Savic, D., (2008): Probabilistic Prediction of Urban Water Consumption using the SCEM-UA Algorithm, Urban Water Journal, 5(2), pp 125-132. An edited version of this paper was published by Taylor & Francis. Copyright (2008) Taylor & Francis.
- Doglioni, A., Giustolisi, O., Savic, D.A. and Webb, B.W. (2008): An Investigation on Stream Temperature Analysis Based on Evolutionary Computing, Hydrological Processes, 22(3), pp 315-326.
- Giustolisi, O., Kapelan, Z. and Savic, D.A. (2008): An algorithm for automatic detection of topological changes in water distribution networks, ASCE Journal of Hydraulic Engineering, 134(4), pp 435-446. An edited version of this paper was published by ASCE. Copyright (2008) American Society of Civil Engineers.
Articles Published in 2007
- di Pierro F., Khu S. T. and Savic D.A. (2007): An Investigation on Preference Ordering Ranking Scheme in Multiobjective Evolutionary Optimization, IEEE Transactions on Evolutionary Computation, 11(1), pp 17-45
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2007): Calibration of water distribution hydraulic models using a Bayesian-type procedure, ASCE Journal of Hydraulic Engineering, 133(8), pp 927-936. An edited version of this paper was published by ASCE. Copyright (2007) American Society of Civil Engineers. To view the published open abstract, go to DOI: 10.1061/(ASCE)0733-9429(2007)133:8(927)
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2007): Tank simulation for the optimisation of water distribution networks, Journal of Hydraulic Engineering, ACSE, 133(6), pp 625-636. An edited version of this paper was published by ASCE. Copyright (2007) American Society of Civil Engineers. To view the published open abstract, go to DOI: 10.1061/(ASCE)0733-9429(2007)133:6(625)
- Babayan, A.V., Savic, D.A., Walters, G.A. and Kapelan, Z. (2007): Robust Least-cost Design of Water Distribution Networks using Redundancy and Integration based Methodologies, ASCE Journal of Water Resources, Planning and Management, 133(1), pp 67-77. An edited version of this paper was published by ASCE. Copyright (2007) American Society of Civil Engineers. To view the published open abstract, go to DOI: 10.1061/(ASCE)0733-9496(2007)133:1(67)
- Chen, A. S., Djordjevic, S., Leandro, J., Savic, D. (2007): The urban inundation model with bidirectional flow interaction between 2D overland surface and 1D sewer networks, NOVATECH 2007, Lyon, France, 1, pp 465-472
- Djordjevic, S., Chen, A. S., Leandro, J., Savic, D., Boonya-aroonnet, S., Maksimovic, C., Prodanovic, D., Blanksby J., Saul, A. (2007): Integrated sub-surface/surface 1D/1D and 1D/2D modelling of urban flooding, Aquaterra World Forum on Delta and Coastal Development, Amsterdam, The Netherlands
- Dorini, G., di Pierro, F., Savic, D.A. and Piunovskyi, A.B. (2007): Neighbourhood Search for Constricting Pareto Sets, Springer - Mathematical Methods of Operations Research, 65, pp 315-337
- Farmani R., Abadia R. and Savic D. (2007): Optimum design and management of pressurized branched irrigation networks, ASCE Journal of Irrigation and Drainage Engineering, 133, pp 528-537
- Farmani R., Ingeduld P., Savic D., Walters G.A., Svitak Z. and Berka J (2007): Master planning of a major water supply system, Proceedings of ICE, Water Management, 160, pp 103-108
- Farmani R., Savic D.A., and Walters G.A. (2007): On Convergence of multiobjective Pareto front: Perturbation method, EMO2007, Obayashi et al. (Eds.), LNCS 4403, pp 443-456
- Farmani, R., Ingeduld, P., Savic, D.A., Walters, G.A., Svitak, Z. and Berka, J. (2007): Hydraulic water quality and realtime control model of South West Moravian regional water supply system, Water Management Journal (Institution of Civil Engineers), 160(WM2), pp 103-108
- Giustolisi, O., Doglioni, A., Savic, D.A. and Webb, B.W. (2007): A multi-model approach to analysis of environmental phenomena, Elsevier - Environmental Modelling and Software, 22, pp 674-682
- Hochstrat, R., D. Joksimovic, T. Wintgens, T. Melin and D.A. Savic. (2007): Economic considerations and Decision Support Tool for wastewater reuse scheme planning, Water Science & Technology, 56(5), pp 175-182
- Joksimovic, D., D.A. Savic, G.A. Walters, D. Bixio, K. Katsoufidou, S.G. Yiantsios (2007): Development and validation of system design principles for water reuse systems, Desalination, 218, pp 142-153
- Kapelan, Z., Savic, D., Giustolisi, O. amd Berardi, L. (2007): Development of Clean and Waste Water Pipe Failure Prediction Models Using EPR, Voda i Sanitarna Tehnika, 2, pp 47-56
- Leandro, J., Djordjevic, S., Chen, A. S., Savic D. (2007): The use of multiple-linking-element for connecting sewer and surface drainage networks, The 32th Congress of IAHR "Harmonizing the Demands of Art and Nature in Hydraulics", Venice, Italy
Articles Published in 2006
- Giustolisi, O. and D.A. Savic (2006) A Symbolic Data-Driven Technique Based on Evolutionary Polynomial Regression, Journal of Hydroinformatics, 8(3), pp. 207-222
- Savic, D., Giustolisi, O., Berardi, L., Shepherd, W., Djordjevic, S. and Saul, A. (2006): Modelling sewer failure by evolutionary computing, Proceedings of ICE, Water Management, 159(WM2), pp 111-118
- Khu, S.T., di-Pierro, F., Savic, D.A., Djordjevic, S. and Walters, G. (2006): Incorporating spatial and temporal information for urban drainage model calibration: An approach using Preference ordering genetic algorithm, Advances in Water Resources, 29(8), pp 1168-1181
- Babayan, A.V., Kapelan, Z., Savic, D.A. and Walters, G.A. (2006): Comparison of Two Methods for the Stochastic Least Cost Design of Water Distribution Systems, Engineering Optimization, 38(3), pp 281-297
- Bixio, D., Thoeye, C., De Koning, J., Joksimovic, D., Savic, D.A., Wintgens, T. & Melin, T. (2006): Wastewater Reuse in Europe, Desalination, 187, pp 89-101
- di Pierro F., Khu S. T. and Savic D.A. (2006): From single-objective to multiple-objective multiple-rainfall events automatic calibration of urban storm water runoff models using genetic algorithms, Water Science and Technology, 54(6-7), pp 57-64
- di Pierro F., Khu S.T., Savic D.A. and Perardi, L. (2006): Metaheuristic algorithms for multi-objective optimal design of water distribution networks, 7th Int. Conf. on Hydroinformatics
- di Pierro, F., Khu, S. T. and Savic;, D. A. (2006): A Theoretical Analysis on Preference Ordering and Interdependence between Objectives, School of Engineering, Computer Sciences and Mathematics, Exeter Report Number 2006/01
- Farmani R., Savic D.A. and Walters G.A (2006): A hybrid technique for optimization of branched urban water systems, 7th international conference on Hydroinformatics, HIC 2006, Nice, France, 2, pp 985-992
- Farmani R., Walters G.A. and Savic D.A (2006): Evolutionary multi-objective optimization of the design and operation of water distribution network: total cost vs. reliability vs. water quality, Journal of Hydroinformatics, 8, pp 165-179
- Giustolisi, O., Laucelli, D. and Savic, D.A. (2006): Development of rehabilitation plans for water mains replacement considering risk and cost-benefit assessment, Civil Engineering & Environmental Systems (Taylor & Francis), 23(3), pp 175-190
- Joksimovic, D. and Savic, D.A. (2006): Cost Management and Optimisation, Chapter 3 in Water Reuse System Management Manual – AQUAREC, Edited by D. Bixio and T. Wintgens, Office for Official Publications of the European Communities, Luxembourg
- Joksimovic, D., Kubik, J., Hlavinek, P., Savic, D.A. & Walters, G.A. (2006): Development of an Integrated Simulation Model for Treatment and Distribution of Reclaimed Water, Desalination, 188, pp 9-20
- Joksimovic, D., Savic, D.A. & Walters, G.A. (2006): An Integrated Approach to Least-Cost Planning of Water Reuse Schemes, Water Science & Technology: Water Supply, 6 (5), pp 93-100
- Kapelan, Z., Savic, D.A. and Walters, G.A. and Babayan, A. (2006): Risk and Robustness based Solutions to Multiobjective Water Distribution System Rehabilitation Problems under Uncertainty, Water Science & Technology, 53(1), pp 61-75
- McIntosh, B.S., di Pierro, F., Jeffrey, P., Khu, S.-T., Fox, C., Savic, D.A., Sewell, N., Tran, H. and Owen, A. (2006): Taking account of water supply infrastructure in land-use planning: an integrated supply-demand approach, Trans. 3rd Biennial Meeting of the Int. Env. Modelling and Software Soc IEMSS.
- Tricarico, C., Kapelan, Z., Savic, D.A., de Marinis, G. and Gargano, R. (2006): A multiobjective optimisation approach for the rehabilitation of hydraulic networks under uncertain demands, Civil Engineering and Environmental Systems, 23(3), pp 191-207
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2006): Fuzzy hierarchical decision support system for water distribution network optimisation, Civil Eng. and Env. Sytems, 23 (3), pp 237-261
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2006): Subjective and objective MCDM methods for the optimal design of water distribution systems using genetic algorithms, 7th International Conference on Hydroinformatics (HIC 2006), Nice, France, Sept.2006, Vol IV, pp 3015-3022
- Van Zyl, J.E., Savic, D.A. and Walters, G.A. (2006): Explicit Integration Method for Extended-Period Simulation of Water Distribution Systems, American Society of Civil Engineers, Journal of Hydraulic Engineering, 132, pp 385-392