For the E2CC project, Ningaloo will develop algorithms working on timed data coming from fluvial, rainfall or seismic sensors. These analyses will allow to detect abnormal situations in the readings, correct inaccurate or incomplete data, and extrapolate current measures to anticipate problematic situations.
Algorithms developed by Ningaloo will be deployed on the two sides of the E2CC architecture:
- on the Cloud side, an innovative algorithm to efficiently compute correlations between readings in order to build and keep up to date a sensor network model;
- on the Edge side, correction and prediction algorithms based on the network model automatically propagated on the E2CC architecture.