Work on NAVARCHOS 3, the latest development of the established NAVARCHOS (https://navarchos.com/) Fleet Management System (FMS), has now started!
The collaboration between ISTOGNOSIS (https://lnkd.in/e5ghrbVc) and DATALAB AUTh (https://lnkd.in/dFh5FwB), enables the synergistic combination of cutting-edge analytics techniques with commercial FMS experience to deliver a cutting-edge FMS solution.
Real-time analytics supported by novel machine learning algorithms will advance the existing solution (NAVARCHOS 2) by:
1. Introducing a cloud-based, ‘Predictive Maintenance’ service that is fully integrated within the FMS.
(a) Accuracy is enhanced by combining unsupervised learning detection with supervised learning techniques.
(b) Practicality is achieved by adopting a distance-based anomaly detection strategy that can be applied at runtime.
2. Developing an interoperability layer that extends ‘Internet of Things’ (IoT) device compatibility and consolidates multi-source data to a common data model.
(a) Blends state-of-the-art IoT and Big Data technologies
(b) Contributes to interoperability, extensibility, and scalability of the overall FMS system