NADIA KAVIANI

PhD Student

PhD program:: XXXVI
email: nadia.kaviani@uniroma1.it
building: DICEA
room: L013

supervisor: Prof. Stefano Ricci
co-supervisor: Prof. Luca Rizzetto
co-supervisor (2): Prof. Riccardo Licciardello

Graduated with a Master of Science in Transportation Systems Engineering at Sapienza University of Rome in May 2020. The master's thesis was done under the framework of a European project, Assets4Rail, funded within Shift2Rail, with the objective of "Identification of the most suitable sensor technology to measure the transversal position of the wheel in relation to rail track."

Ph.D. candidate in "Infrastructure and Transport Systems Engineering" at Sapienza University of Rome, with the title:
Predictive Maintenance of Track Geometry by Collecting Data from In-Service Trains
The goal is to propose an algorithm that is able to predict the track condition.

Technical representative of Sapineza University (DICEA) in the following projects:
Assets4Rail (European Project, accomplished in 2021)
HarmoTrack (International Project, on going)
Most (National Project, on going)

Awarded a teaching assistant contract for the Master's course in Railway Engineering at Sapienza.

Research activity abroad within a mobility program:
Carried out a research activity of 6 months in Norwegian University of Science and Technology (NTNU) in 2022
Planning to carry out a research activity of 6 months in Birmingham University of United Kingdom in 2023

Research products

11573/1672234 - 2023 - Track geometry monitoring by an on-board computer-vision-based sensor system

Circelli, Matteo; Kaviani, Nadia; Licciardello, Riccardo; Ricci, Stefano; Rizzetto, Luca; Arabani, Sina Shahidzadeh; Shi, Dachuan - 04c Atto di convegno in rivista

paper: TRANSPORTATION RESEARCH PROCEDIA ([Amsterdam] : Elsevier B.V.) pp. 257-264 - issn: 2352-1465 - wos: (0) - scopus: 2-s2.0-85159102511 (2)

conference: AIIT 3rd International Conference on Transport Infrastructure and Systems 15th-16th September 2022, Rome, Italy (Roma)

11573/1673533 - 2021 - Development of a contactless sensor system to support rail track geometry on-board monitoring

Antognoli, Marco; Bureika, Gintautas; Kaviani, Nadia; Ricci, Stefano; Rizzetto, Luca; Skrickij, Viktor - 04b Atto di convegno in volume

conference: 6th International Conference on Road and Rail Infrastructure, CETRA 2021 (Zagreb; Croatia)

book: Road and Rail Infrastructure VI proceedings of 6th CETRA International Conference on Road and Rail Infrastructure - (978-953-8168-48-2)

11573/1578000 - 2021 - Deep learning based virtual point tracking for real-time target-less dynamic displacement measurement in railway applications

Shi, Dachuan; ˇsabanoviˇc, Eldar; Rizzetto, Luca; Skrickij, Viktor; Oliverio, Roberto; Kaviani, Nadia; Ye, Yunguang; Bureika, Gintautas; Ricci, Stefano; Hecht, Markus - 01a Articolo in rivista

paper: CASE STUDIES IN MECHANICAL SYSTEMS AND SIGNAL PROCESSING (elsevier) pp. 1-20 - issn: 2351-9886 - wos: WOS:000711292800007 (14) - scopus: 2-s2.0-85116536413 (19)