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Listar por palabra clave "Intelligent data analysis"

Mostrando ítems 1-5 de 5

Advancing towards semi-automatic labeling of GPR images to improve visualizations of pipes and leaks in water distribution networks using multi-agent systems and machine learning techniques

Stanton, Gemma; Ayala-Cabrera, David (Editorial Universitat Politècnica de València, 2024-03-06)

[EN] Critical infrastructures such as water distribution networks (WDNs) require reliable and affordable information at a reasonable cost to address challenges that can negatively affect their operation. Inadequate knowledge ...
Analysis of online pressure for resilience phase characterisation of leakages/burst events

Hoseini Ghafari, Sotudeh; Francés-Chust, Jorge; Piller, Olivier; Ayala-Cabrera, David (Editorial Universitat Politècnica de València, 2024-03-06)

[EN] While operating a water distribution network (WDN), it is essential to prepare the system to face with intentional (e.g., cyber-physical attack) or unintentional (e.g., pipe leakage/burst) adverse events or other ...
Characterization of components of water supply systems from GPR images and tools of intelligent data analysis

Ayala Cabrera, David (Universitat Politècnica de València, 2015-12-29)

[EN] Over time, due to multiple operational and maintenance activities, the networks of water supply systems (WSSs) undergo interventions, modifications or even are closed. In many cases, these activities are not properly ...
GPR image interpretation advancement for smarter technical management of water leakage in urban water infrastructures

Ayala-Cabrera, David; Izquierdo Sebastián, Joaquín (Society of Photo-Optical Instrumentation Engineers (SPIE), 2021-10-06)

[EN] This paper combines such powerful non-destructive technique as ground penetrating radar (GPR) with intelligent data analysis in order to acquire new knowledge on mapping/monitoring/verification systems aimed at initially ...
Water distribution network disruptive events. Generation and exploration of an incident hub to increase the network preparedness

Ayala-Cabrera, David; Francés-Chust, Jorge; Hoseini-Ghafari, Sotudeh; Stanton, Gemma; Izquierdo, Joaquín (Editorial Universitat Politècnica de València, 2024-03-06)

[EN] This paper seeks to develop increased knowledge about disruptive events in a water distribution network (WDN) through the experience acquired by previous anomalous events in the system. This work explores the various ...