Dictionary learning strategies for sensor placement and leakage isolation in water networks

Citation:

P. Irofti and Stoican, F., “Dictionary learning strategies for sensor placement and leakage isolation in water networks”, in IFAC World Congress Conference, Toulouse, France, 2017.

Abstract:

This paper deals with the problem of fault detection and isolation in water networks.We consider classification strategies for sensor placement and subsequent dictionary learning and classification for accurate fault detection and isolation. Various sensor placement strategies are proposed and it is shown that faults with varying magnitudes are correctly identified in a detailed emulation benchmark.