20. Hart WE, Murray R (2010) Review of sensor placement strategies for contamination warning
systems in drinking water distribution systems. J Water Resour Plan Manag 136(6):611–619
21. Kessler A, Ostfeld A, Sinai G (1998) Detecting accidental contaminations in municipal water
networks. J Water Resour Plan Manag 124(4):192–198
22. Kumar A, Kansal ML, Arora G, Ostfeld A, Kessler A (1999) Detecting accidental contaminations in municipal water networks. J Water Resour Plan Manag 125(5):308–310
23. Ostfeld A, Salomons E (2004) Optimal layout of early warning detection stations for water
distribution systems security. J Water Resour Plan Manag 130(5):377–385
24. Ostfeld A, Uber 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 DA, 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, Wu ZY, Walski T (2008) The Battle of the Water Sensor
Networks (BWSN): a design challenge for engineers and algorithms. J Water Resour Plan
Manag 134(6):556–568
25. Shastri Y, Diwekar U (2006) Sensor placement in water networks: a stochastic programming
approach. J Water Resour Plan Manag 132(3):192–203
26. Kapelan Z, Savic DA, Walters GA (2005) Optimal sampling design methodologies for water
distribution model calibration. J Hydraul Eng 131(3):190–200
27. Wu ZY, Roshani E (2014) Sensor placement optimization for water quality model calibration.
Proceedings of the world environmental and water resources congress, Portland, USA
28. Pudar RS, Liggett JA (1992) Leaks in pipe networks. J Hydraul Eng 118(7):1031–1046
29. Casillas MV, Garza-Castanon LE, Puig V (2012) Extended-horizon analysis of pressure
sensitivities for leak detection in water distribution networks. Proceedings of the 8th IFAC
symposium on fault detection, supervision and safety of technical processes, safeprocess,
Mexico City, Mexico
30. Farley B, Boxall JB, Mounce SR (2008) Optimal locations of pressure meter for burst
detection. Proceedings of the 10th water distribution systems analysis conference, Kruger
National Park, South Africa
31. Pérez R, Puig V, Pascual J, Peralta A, Landeros E, Jordanas L (2009) Pressure sensor
distribution for leak detection in Barcelona water distribution network. Water Sci Technol
Water Supply 9(6):715–721
32. Gertler JJ (1998) Fault detection and diagnosis in engineering systems. Marcel Dekker,
New York
33. Farley B, Mounce SR, Boxall JB (2010) Field testing of an optimal sensor placement
methodology for event detection in an urban water distribution network. Urban Water J 7
(6):345–356
34. Farley B, Mounce SR, Boxall JB (2010) Field validation of ‘optimal’ instrumentation methodology for burst/leak detection and location. Proceedings of the 12th water distribution
systems analysis conference, Tucson, USA
35. Goldberg DE (1989) Genetic algorithms in search optimization and machine learning.
Addison-Wesley, Boston
36. Blanke M, Kinnaert M, Lunze J, Staroswiecki M (2006) Diagnosis and fault-tolerant
control2nd edn. Springer, Berlin
37. Pérez R, Puig V, Pascual J, Quevedo J, Landeros E, Peralta A (2010) Leakage isolation using
pressure sensitivity analysis in water distribution networks: application to the Barcelona case
study. Proceedings of the 12th IFAC symposium on large-scale systems: theory and applications, Villeneuve-d’Ascq, France
38. Quevedo J, Cugueró-Escofet MA, Pérez R, Nejjari F, Puig V, Mirats JM (2011) Leakage
location in water distribution networks based on correlation measurement of pressure sensors.
Proceedings of the 8th international water association symposium on system analysis and
integrated assessment, San Sebastian, Spain
Review of Techniques for Optimal Placement of Pressure and Flow Sensors. . .
59
systems in drinking water distribution systems. J Water Resour Plan Manag 136(6):611–619
21. Kessler A, Ostfeld A, Sinai G (1998) Detecting accidental contaminations in municipal water
networks. J Water Resour Plan Manag 124(4):192–198
22. Kumar A, Kansal ML, Arora G, Ostfeld A, Kessler A (1999) Detecting accidental contaminations in municipal water networks. J Water Resour Plan Manag 125(5):308–310
23. Ostfeld A, Salomons E (2004) Optimal layout of early warning detection stations for water
distribution systems security. J Water Resour Plan Manag 130(5):377–385
24. Ostfeld A, Uber 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 DA, 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, Wu ZY, Walski T (2008) The Battle of the Water Sensor
Networks (BWSN): a design challenge for engineers and algorithms. J Water Resour Plan
Manag 134(6):556–568
25. Shastri Y, Diwekar U (2006) Sensor placement in water networks: a stochastic programming
approach. J Water Resour Plan Manag 132(3):192–203
26. Kapelan Z, Savic DA, Walters GA (2005) Optimal sampling design methodologies for water
distribution model calibration. J Hydraul Eng 131(3):190–200
27. Wu ZY, Roshani E (2014) Sensor placement optimization for water quality model calibration.
Proceedings of the world environmental and water resources congress, Portland, USA
28. Pudar RS, Liggett JA (1992) Leaks in pipe networks. J Hydraul Eng 118(7):1031–1046
29. Casillas MV, Garza-Castanon LE, Puig V (2012) Extended-horizon analysis of pressure
sensitivities for leak detection in water distribution networks. Proceedings of the 8th IFAC
symposium on fault detection, supervision and safety of technical processes, safeprocess,
Mexico City, Mexico
30. Farley B, Boxall JB, Mounce SR (2008) Optimal locations of pressure meter for burst
detection. Proceedings of the 10th water distribution systems analysis conference, Kruger
National Park, South Africa
31. Pérez R, Puig V, Pascual J, Peralta A, Landeros E, Jordanas L (2009) Pressure sensor
distribution for leak detection in Barcelona water distribution network. Water Sci Technol
Water Supply 9(6):715–721
32. Gertler JJ (1998) Fault detection and diagnosis in engineering systems. Marcel Dekker,
New York
33. Farley B, Mounce SR, Boxall JB (2010) Field testing of an optimal sensor placement
methodology for event detection in an urban water distribution network. Urban Water J 7
(6):345–356
34. Farley B, Mounce SR, Boxall JB (2010) Field validation of ‘optimal’ instrumentation methodology for burst/leak detection and location. Proceedings of the 12th water distribution
systems analysis conference, Tucson, USA
35. Goldberg DE (1989) Genetic algorithms in search optimization and machine learning.
Addison-Wesley, Boston
36. Blanke M, Kinnaert M, Lunze J, Staroswiecki M (2006) Diagnosis and fault-tolerant
control2nd edn. Springer, Berlin
37. Pérez R, Puig V, Pascual J, Quevedo J, Landeros E, Peralta A (2010) Leakage isolation using
pressure sensitivity analysis in water distribution networks: application to the Barcelona case
study. Proceedings of the 12th IFAC symposium on large-scale systems: theory and applications, Villeneuve-d’Ascq, France
38. Quevedo J, Cugueró-Escofet MA, Pérez R, Nejjari F, Puig V, Mirats JM (2011) Leakage
location in water distribution networks based on correlation measurement of pressure sensors.
Proceedings of the 8th international water association symposium on system analysis and
integrated assessment, San Sebastian, Spain
Review of Techniques for Optimal Placement of Pressure and Flow Sensors. . .
59