Navarchos

NAVARCHOS 3 is the latest development to the ‘NAVARCHOS’ Fleet Management System (FMS), driven by the collaboration between ISTOGNOSIS (industrial partner) and Aristotle University of Thessaloniki (research partner). The partnership enables the synergistic combination of cutting-edge analytics techniques and commercial FMS experience with real clients, an instrumental driver of Innovation in this project. 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- Accuracy is enhanced by combining unsupervised learning detection with supervised learning techniques- Practicality is achieved by adopting a distance-based anomaly detection strategy that can be applied at runtime. Developing an interoperability layer that extends ‘Internet of Things’ (IoT) device compatibility and consolidates multi-source data to a common data model- Blends state-of-the-art IoT and Big Data technologies - Contributes to interoperability, extensibility, and scalability of the overall FMS system