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Design optimisation becomes harder for an existing network in need of improvement and renovation, combined with expansion. In this case, more constraints are added to the system: some pipes should be retained (even if it is hydraulically awkward to do so), some may or may not be replaced (the link cost should be modified accordingly to include this possibility) or perhaps a second pipe may be added in parallel with the old one. Moreover, there are frequently more than one loading conditions to consider, each quite different from the other.

Data verification plays a major role in the process, especially with raw data often coming from multiple sources with varying degrees of confidence. The complexity of data management and verification is increased when dealing with large water distribution systems, where asset databases contain more than one characteristic for each of the assets. , Lisse, The Netherlands This shows the DZS to comprise of two stages: Needs Stage All data relating to the zone is collated and reviewed. New data is generated where appropriate and shortfalls identified with regards to the condition and performance of the network.

3 Spatial models The spatial models are based both on a gradient and on synchronism of the considered hydrological characteristic in homogeneous area. , Lisse, The Netherlands or years is possible, for which there is the information at considered (restored) site, with the data of other year in which the information is absent and it is necessary to restore this information (Rozhdestvensky & Lobanova, 1991). The system of one-factor equations for restoration will be as follows: (7) where: Yk,j, Ykϩ1,j, …, Ym,j are hydrological characteristics in j-th site-analogue in each k-th, k ϩ 1th, …, m-th years, in which observations take place in the considered site; Yij are hydrological characteristics in j-th site-analogue in i-th year, in which observations in considered site are absent; A1, A0 are coefficients of one-factor equations.

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Advances in water supply management : proceedings of the CCWI'03 conference, London, 15-17 September 2003

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