Leak signature space: an original representation for robust leak location in water distribution networks
Tipus de documentArticle
Condicions d'accésAccés obert
Projecte de la Comissió EuropeaEFFINET - Efficient Integrated Real-time Monitoring and Control of Drinking Water Networks (EC-FP7-318556)
In this paper, an original model-based scheme for leak location using pressure sensors in water distribution networks is introduced. The proposed approach is based on a new representation called the Leak Signature Space (LSS) that associates a specific signature to each leak location being minimally affected by leak magnitude. The LSS considers a linear model approximation of the relation between pressure residuals and leaks that is projected onto a selected hyperplane. This new approach allows to infer the location of a given leak by comparing the position of its signature with other leak signatures. Moreover, two ways of improving the method's robustness are proposed. First, by associating a domain of influence to each signature and second, through a time horizon analysis. The efficiency of the method is highlighted by means of a real network using several scenarios involving different number of sensors and considering the presence of noise in the measurements.
CitacióCasillas, M. [et al.]. Leak signature space: an original representation for robust leak location in water distribution networks. "Water", 01 Març 2015, vol. 7, núm. 3, p. 1129-1148.