# Items where Author is "Khu, S"

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**47**.

## Article

Qin, HP, Su, Q and Khu, ST
(2013)
*Assessment of environmental improvement measures using a novel integrated model: A case study of the Shenzhen River catchment, China.*
J Environ Manage, 114.
pp. 486-495.

Sun, S, Fu, G, Djordjević, S and Khu, ST
(2012)
*Separating aleatory and epistemic uncertainties: Probabilistic sewer flooding evaluation using probability box*
Journal of Hydrology, 420-42.
pp. 360-372.

Woodward, M, Gouldby, B, Townend, I, Woodward, M, Kapelan, Z and Khu, S-T
(2011)
*Real Options in flood risk management decision making*
Journal of Flood Risk Management, 4 (4).
pp. 339-349.

Sun, SA, Djordjević, S and Khu, ST
(2011)
*Decision making in flood risk based storm sewer network design*
Water Science and Technology, 64 (1).
pp. 247-254.

Fu, G, Butler, D, Khu, S-T and Sun, S
(2011)
*Imprecise probabilistic evaluation of sewer flooding in urban drainage systems using random set theory*
Water Resources Research, 47 (2).

Sun, S, Khu, S-T, Kapelan, Z and Djordjević, S
(2011)
*A fast approach for multiobjective design of water distribution networks under demand uncertainty*
Journal of Hydroinformatics, 13 (2).
pp. 143-152.

Sun, S, Djordjevic, S and Khu, S-T
(2011)
*A general framework for flood risk-based storm sewer network design*
Urban Water Journal, 8 (1).
pp. 13-27.

Qin, H-P, Su, Q and Khu, S-T
(2011)
*An integrated model for water management in a rapidly urbanizing catchment*
Environmental Modelling and Software, 26 (12).
pp. 1502-1514.

Yuan, Y-X, Zhong, D, Hou, X-Q, Zhao, H-B, Yuan, Y-X, Zhong, D, Hou, X-Q, Zhao, H-B, Jonkergouw, PMR, Khu, ST and Savic, D
(2010)
*Establishment and performance of variable rate coefficient model*
Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 42 (10).
pp. 1559-1563.

Li, C, Qin, H-P, Qin, H-P, Khu, S-T and Wang, B
(2010)
*Influence of treated wastewater reuse on variation of chlorophyll-a in community landscape water body*
Zhongguo Huanjing Kexue/China Environmental Science, 30 (10).
pp. 1338-1343.

Qin, H-P, Khu, S-T and Yu, X-Y
(2010)
*Spatial variations of storm runoff pollution and their correlation with land-use in a rapidly urbanizing catchment in China*
SCIENCE OF THE TOTAL ENVIRONMENT, 408 (20).
pp. 4613-4623.

Fu, G, Khu, S-T and Butler, D
(2010)
*Optimal distribution and control of storage tank to mitigate the impact of new developments on receiving water quality*
Journal of Environmental Engineering, 136 (3).
pp. 335-342.

Fu, G, Butler, D and Khu, S-T
(2009)
*The impact of new developments on river water quality from an integrated system modelling perspective*
SCIENCE OF THE TOTAL ENVIRONMENT, 407 (4).
pp. 1257-1267.

Jonkergouw, PM, Khu, ST, Savic, DA, Zhong, D, Hou, XQ and Zhao, HB
(2009)
*A variable rate coefficient chlorine decay model.*
Environ Sci Technol, 43 (2).
pp. 408-414.

di Pierro, F, Khu, S-T, Savić, D and Berardi, L
(2009)
*Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms*
Environmental Modelling and Software, 24 (2).
pp. 202-213.

Fu, G, Khu, S-T and Butler, D
(2009)
*Use of surrogate modelling for multiobjective optimisation of urban wastewater systems*
WATER SCIENCE AND TECHNOLOGY, 60 (6).
pp. 1641-1647.

Doglioni, A, Primativo, F, Laucelli, D, Monno, V, Khu, S-T and Giustolisi, O
(2009)
*An integrated modelling approach for the assessment of land use change effects on wastewater infrastructures*
Environmental Modelling and Software, 24 (12).
pp. 1522-1528.

Fu, G, Butler, D and Khu, S-T
(2008)
*Comparison of control strategies for multi-objective control of urban wastewater systems*
Proc. iEMSs 4th Biennial Meeting - Int. Congress on Environmental Modelling and Software: Integrating Sciences and Information Technology for Environmental Assessment and Decision Making, iEMSs 2008, 2.
pp. 1347-1353.

Gou, YE, Walters, GA, Khu, ST and Keedwell, EC
(2008)
*Efficient multiobjective storm sewer design using cellular automata and genetic algorithm hybrid*
Journal of Water Resources Planning and Management, 134 (6).
pp. 511-515.

Khu, S-T, Madsen, H and di Pierro, F
(2008)
*Incorporating multiple observations for distributed hydrologic model calibration: An approach using a multi-objective evolutionary algorithm and clustering*
Advances in Water Resources, 31 (10).
pp. 1387-1398.

Fu, G, Butler, D and Khu, S-T
(2008)
*Multiple objective optimal control of integrated urban wastewater systems*
Environmental Modelling and Software, 23 (2).
pp. 225-234.

Jonkergouw, PMR, Khu, S-T, Kapelan, ZS and Savić, DA
(2008)
*Water quality model calibration under unknown demands*
Journal of Water Resources Planning and Management, 134 (4).
pp. 326-336.

Ostfeld, A, Über, JG, Salomons, E, Berry, JW, Hart, WE, Phillips, CA, Watson, J-P, Dorini, G, Jonkergouw, P, Kapelan, Z, di Pierro, F, Khu, S-T, Savic, D, Eliades, D, Polycarpou, M, Ghimire, SR, Barkdoll, BD, Gueli, R, Huang, JJ, McBean, EA, James, W, Krause, A, Leskovec, J, Isovitsch, S, Xu, J, Guestrin, C, VanBriesen, J, Small, M, Fischbeck, P, Preis, A, Propato, M, Piller, O, Trachtman, GB, Yi Wu, Z and Walski, T
(2008)
*The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms*
Journal of Water Resources Planning and Management, 134 (6).
pp. 556-568.

Dorini, G, Jonkergouw, P, Kapelan, Z, Di Pierro, F, Khu, ST and Savic, D
(2007)
*An efficient algorithm for sensor placement in water distribution systems*
8th Annual Water Distribution Systems Analysis Symposium 2006.

Khu, S-T and Kapelan, Z
(2007)
*Editorial: Special issue on hydroinformatics: Water supply*
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT, 160 (2).
pp. 71-72.

Guo, Y, Walters, GA, Khu, ST and Keedwell, E
(2007)
*A novel cellular automata based approach to storm sewer design*
ENGINEERING OPTIMIZATION, 39 (3).
pp. 345-364.

Liu, S, Butler, D, Brazier, R, Heathwaite, L and Khu, ST
(2007)
*Using genetic algorithms to calibrate a water quality model.*
Sci Total Environ, 374 (2-3).
pp. 260-272.

Liu, Y, Khu, ST and IEEE,
(2007)
*Automatic calibration of numerical models using fast optimisation by fitness approximation*
2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6.
pp. 1073-1078.

Pierro, FD, Khu, S-T and Savic, DA
(2007)
*An Investigation on Preference Order Ranking Scheme for Multiobjective Evolutionary Optimization.*
IEEE Trans. Evolutionary Computation, 11, 1.
pp. 17-45.

Khu, S-T, di Pierro, F, Savic, D, Djordjevic, S and Walters, GA
(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.

Keedwell, E and Khu, ST
(2006)
*Novel cellular automata approach to optimal water distribution network design*
Journal of Computing in Civil Engineering, 20 (1).
pp. 49-56.

Keedwell, E and Khu, ST
(2006)
*A novel evolutionary meta-heuristic for the multi-objective optimization of real-world water distribution networks*
Engineering Optimization, 38 (3).
pp. 319-336.

di Pierro, F, Khu, S-T and Savic, D
(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.

Guo, Y, Keedwell, E, Walters, GA and Khu, S-T
(2006)
*Hybridizing Cellular Automata Principles and NSGAII for Multi-objective Design of Urban Water Networks.*
EMO, 4403.
pp. 546-559.

Madsen, H and Khu, S-T
(2006)
*On the use of Pareto optimization for multi-criteria calibration of hydrological models*
IAHS-AISH Publication (304).
pp. 93-99.

Khu, ST and Keedwell, E
(2005)
*Introducing more choices (flexibility) in the upgrading of water distribution networks: The New York city tunnel network example*
Engineering Optimization, 37 (3).
pp. 291-305.

di Pierro, F, Djordjević, S, Kapelan, Z, Khu, ST, Savić, D and Walters, GA
(2005)
*Automatic calibration of urban drainage model using a novel multi-objective genetic algorithm.*
Water Sci Technol, 52 (5).
pp. 43-52.

Keedwell, E and Khu, S-T
(2005)
*A hybrid genetic algorithm for the design of water distribution networks.*
Eng. Appl. of AI, 18, 4.
pp. 461-472.

Kapelan, Z, Babayan, AV, Savic, DA, Walters, GA and Khu, ST
(2004)
*Two new approaches for the stochastic least cost design of water distribution systems*
Water Science and Technology: Water Supply, 4 (5-6).
pp. 355-363.

Vej, J, Dan, K and Khu, S
(2004)
*Study of electrochemical properties of superoxide ion in aprotic media*
Elektrokhimiya, 40 (4).
pp. 450-454.

Keedwell, E and Khu, S-T
(2004)
*Hybrid Genetic Algorithms for Multi-Objective Optimisation of Water Distribution Networks.*
GECCO (2), 3103.
pp. 1042-1053.

Liu, Y, Khu, S-T and Savic, DA
(2004)
*A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration.*
IDEAL, 3177.
pp. 546-551.

Khu, ST and Werner, MGF
(2003)
*Reduction of Monte-Carlo simulation runs for uncertainty estimation in hydrological modelling*
Hydrology and Earth System Sciences, 7 (5).
pp. 680-692.

Khu, ST, Liong, SY, Babovic, V, Madsen, H and Muttil, N
(2001)
*Genetic programming and its application in real-time runoff forecasting*
Journal of the American Water Resources Association, 37 (2).
pp. 439-451.

Liong, SY, Khu, ST and Chan, WT
(2001)
*Derivation of Pareto front with genetic algorithm and neural network*
Journal of Hydrologic Engineering, 6 (1).
pp. 52-61.

## Conference or Workshop Item

Fu, G, Khu, S-T, Di Pierro, F, Doglioni, A and Primativo, F
(2008)
*Development of an integrated framework for assessing the impact of urban planning on water quality*

Khu, S-T, Savic, D and Kapelan, Z
(2008)
*Evolutionary-based Meta-modelling: The Relevance of Using Approximate Models in Hydroinformatics*