39. Casillas MV, Puig V, Garza-Castanon LE, Rosich A (2013) Optimal sensor placement for leak
location in water distribution networks using genetic algorithms. Sensors 13
(11):14984–15005
40. Pérez R, Quevedo J, Puig V, Nejjari F, Cugueró-Escofet MA, Sanz G, Mirats JM (2011)
Leakage isolation in water distribution networks: a comparative study of two methodologies
on a real case study. Proceedings of the 19th mediterranean conference on control and
automation, Corfu, Greece
41. Fujiwara O, Khang DB (1990) A two-phase decomposition method for optimal design of
looped water distribution networks. Water Resour Res 26(4):539–549
42. Sarrate R, Nejjari F, Rosich A (2012) Sensor placement for fault diagnosis performance
maximization in distribution networks. Proceedings of the 20th mediterranean conference on
control and automation, Barcelona, Spain
43. Rosich A, Yassine AA, Ploix S (2010) Efficient optimal sensor placement for structural model
based diagnosis. Proceedings of the 21st international workshop on principles of diagnosis,
Portland, USA
44. Sarrate R, Blesa J, Nejjari F, Quevedo J (2014) Sensor placement for leak detection and
location in water distribution networks. Water Sci Technol Water Supply 14(5):795–803
45. Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv 31
(3):264–323
46. MacQueen J (1967) Some methods for classification and analysis of multivariate observations.
Proceedings of the 5th Berkeley symposium on mathematical statistics and probability,
volume 1: statistics, 281–297, University of California Press, Berkeley, USA
47. Sarrate R, Blesa J, Nejjari F (2014) Clustering techniques applied to sensor placement for leak
detection and location in water distribution networks. Proceedings of the 22nd mediterranean
conference on control and automation, Palermo, Italy
48. Masson M, Denoeux T (2008) ECM: an evidential version of the fuzzy c-means algorithm.
Pattern Recogn 41(4):1384–1397
49. Wu ZY, Song Y (2012) Optimising pressure logger placement for leakage detection and model
calibration. Proceedings of the 14th water distribution systems analysis conference, Adelaide,
Australia
50. Pearl J (1987) Evidential reasoning using stochastic simulation of causal models. Artif Intell
32(2):245–258
51. Wu ZY, Mi T, Wang Q, Butala S (2011) Generalized framework for high performance
infrastructure system optimization. Proceedings of the 11th international conference on computing and control for the water industry, Exeter, UK
52. Hagos M, Jung D, Lansey KE (2016) Optimal meter placement for pipe burst detection in
water distribution systems. J Hydroinf 18(4):741–756
53. Shewhart W (1931) Economic control of quality of manufactured product. Van Nostrand
Reinhold, New York
54. Western Electric Company (1958) Statistical quality control handbook2nd edn. AT&T Technologies, Indianapolis
55. Abadie J (1970) Application of the GRG method to optimal control problems. In: Abadie J
(ed) Integer and nonlinear programming. North-Holland Publishing, Amsterdam, pp 191–211
56. Brion L, Mays L (1991) Methodology for optimal operation of pumping stations in water
distribution systems. J Hydraul Eng 117(11):1551–1569
57. Huang H, Tao T, Xin K (2012) Optimal pressure meters placement for bursts detection based
on SOM. Proceedings of the 14th water distribution systems analysis conference, Adelaide,
Australia
58. Kohonen T (1990) The self-organizing map. Proc IEEE 78(9):1464–1480
59. Candelieri A, Soldi D, Archetti F (2015) Cost-effective sensors placement and leak localization – the Neptun pilot of the ICeWater project. J Water Supply Res Technol AQUA 64
(5):567–582
60
M. Romano
location in water distribution networks using genetic algorithms. Sensors 13
(11):14984–15005
40. Pérez R, Quevedo J, Puig V, Nejjari F, Cugueró-Escofet MA, Sanz G, Mirats JM (2011)
Leakage isolation in water distribution networks: a comparative study of two methodologies
on a real case study. Proceedings of the 19th mediterranean conference on control and
automation, Corfu, Greece
41. Fujiwara O, Khang DB (1990) A two-phase decomposition method for optimal design of
looped water distribution networks. Water Resour Res 26(4):539–549
42. Sarrate R, Nejjari F, Rosich A (2012) Sensor placement for fault diagnosis performance
maximization in distribution networks. Proceedings of the 20th mediterranean conference on
control and automation, Barcelona, Spain
43. Rosich A, Yassine AA, Ploix S (2010) Efficient optimal sensor placement for structural model
based diagnosis. Proceedings of the 21st international workshop on principles of diagnosis,
Portland, USA
44. Sarrate R, Blesa J, Nejjari F, Quevedo J (2014) Sensor placement for leak detection and
location in water distribution networks. Water Sci Technol Water Supply 14(5):795–803
45. Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv 31
(3):264–323
46. MacQueen J (1967) Some methods for classification and analysis of multivariate observations.
Proceedings of the 5th Berkeley symposium on mathematical statistics and probability,
volume 1: statistics, 281–297, University of California Press, Berkeley, USA
47. Sarrate R, Blesa J, Nejjari F (2014) Clustering techniques applied to sensor placement for leak
detection and location in water distribution networks. Proceedings of the 22nd mediterranean
conference on control and automation, Palermo, Italy
48. Masson M, Denoeux T (2008) ECM: an evidential version of the fuzzy c-means algorithm.
Pattern Recogn 41(4):1384–1397
49. Wu ZY, Song Y (2012) Optimising pressure logger placement for leakage detection and model
calibration. Proceedings of the 14th water distribution systems analysis conference, Adelaide,
Australia
50. Pearl J (1987) Evidential reasoning using stochastic simulation of causal models. Artif Intell
32(2):245–258
51. Wu ZY, Mi T, Wang Q, Butala S (2011) Generalized framework for high performance
infrastructure system optimization. Proceedings of the 11th international conference on computing and control for the water industry, Exeter, UK
52. Hagos M, Jung D, Lansey KE (2016) Optimal meter placement for pipe burst detection in
water distribution systems. J Hydroinf 18(4):741–756
53. Shewhart W (1931) Economic control of quality of manufactured product. Van Nostrand
Reinhold, New York
54. Western Electric Company (1958) Statistical quality control handbook2nd edn. AT&T Technologies, Indianapolis
55. Abadie J (1970) Application of the GRG method to optimal control problems. In: Abadie J
(ed) Integer and nonlinear programming. North-Holland Publishing, Amsterdam, pp 191–211
56. Brion L, Mays L (1991) Methodology for optimal operation of pumping stations in water
distribution systems. J Hydraul Eng 117(11):1551–1569
57. Huang H, Tao T, Xin K (2012) Optimal pressure meters placement for bursts detection based
on SOM. Proceedings of the 14th water distribution systems analysis conference, Adelaide,
Australia
58. Kohonen T (1990) The self-organizing map. Proc IEEE 78(9):1464–1480
59. Candelieri A, Soldi D, Archetti F (2015) Cost-effective sensors placement and leak localization – the Neptun pilot of the ICeWater project. J Water Supply Res Technol AQUA 64
(5):567–582
60
M. Romano