Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot

Ben Nagy, Johannes Hiller, Nisrine Osman, Sami Koskinen, Erik Svanberg, Francesco Bellotti, Riccardo Berta, Ahmad Kobeissi, Alessandro De Gloria

Research output: Contribution to conferenceConference articleScientificpeer-review

Abstract

L3Pilot is the first comprehensive test of ADFs with hands-off the wheel on public roads across Europe. L3Pilot will test ADFs in 100 cars with 1,000 drivers across 10 different countries in Europe. The tested functions will be mainly of SAE automation level 3, some of them of level 4. This paper describes the data management toolchain we have designed and developed in order to exploit pilot data for answering a set of research questions about evaluation of such aspects as: technical and traffic, user acceptance, impact, socio-economic impact. The toolchain, supporting various confidentiality levels (prototype vehicle owner, consortium, public), has been designed to allow cross-vehicle owner data management, with efficient storage of data and its iterative processing with a variety of analysis and evaluation tools. Most of the tools in the data processing chain have been developed to a prototype version, tested in lab and are ready to be deployed for the pre-pilot starting in February 2019 in the various sites.
Original languageEnglish
Publication statusPublished - 23 Oct 2019
MoE publication typeNot Eligible
Event26th Intellligent Transport System World Congress - Singapore, Singapore
Duration: 21 Oct 201925 Oct 2019
https://itsworldcongress2019.com/

Conference

Conference26th Intellligent Transport System World Congress
Abbreviated title26th ITS World Congress
CountrySingapore
CitySingapore
Period21/10/1925/10/19
Internet address

Fingerprint

Information management
Automation
Wheels
Railroad cars
Economics
Processing

Cite this

Nagy, B., Hiller, J., Osman, N., Koskinen, S., Svanberg, E., Bellotti, F., ... De Gloria, A. (2019). Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot. Paper presented at 26th Intellligent Transport System World Congress, Singapore, Singapore.
Nagy, Ben ; Hiller, Johannes ; Osman, Nisrine ; Koskinen, Sami ; Svanberg, Erik ; Bellotti, Francesco ; Berta, Riccardo ; Kobeissi, Ahmad ; De Gloria, Alessandro. / Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot. Paper presented at 26th Intellligent Transport System World Congress, Singapore, Singapore.
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Nagy, B, Hiller, J, Osman, N, Koskinen, S, Svanberg, E, Bellotti, F, Berta, R, Kobeissi, A & De Gloria, A 2019, 'Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot' Paper presented at 26th Intellligent Transport System World Congress, Singapore, Singapore, 21/10/19 - 25/10/19, .

Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot. / Nagy, Ben; Hiller, Johannes; Osman, Nisrine; Koskinen, Sami; Svanberg, Erik; Bellotti, Francesco; Berta, Riccardo; Kobeissi, Ahmad; De Gloria, Alessandro.

2019. Paper presented at 26th Intellligent Transport System World Congress, Singapore, Singapore.

Research output: Contribution to conferenceConference articleScientificpeer-review

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AU - Nagy, Ben

AU - Hiller, Johannes

AU - Osman, Nisrine

AU - Koskinen, Sami

AU - Svanberg, Erik

AU - Bellotti, Francesco

AU - Berta, Riccardo

AU - Kobeissi, Ahmad

AU - De Gloria, Alessandro

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N2 - L3Pilot is the first comprehensive test of ADFs with hands-off the wheel on public roads across Europe. L3Pilot will test ADFs in 100 cars with 1,000 drivers across 10 different countries in Europe. The tested functions will be mainly of SAE automation level 3, some of them of level 4. This paper describes the data management toolchain we have designed and developed in order to exploit pilot data for answering a set of research questions about evaluation of such aspects as: technical and traffic, user acceptance, impact, socio-economic impact. The toolchain, supporting various confidentiality levels (prototype vehicle owner, consortium, public), has been designed to allow cross-vehicle owner data management, with efficient storage of data and its iterative processing with a variety of analysis and evaluation tools. Most of the tools in the data processing chain have been developed to a prototype version, tested in lab and are ready to be deployed for the pre-pilot starting in February 2019 in the various sites.

AB - L3Pilot is the first comprehensive test of ADFs with hands-off the wheel on public roads across Europe. L3Pilot will test ADFs in 100 cars with 1,000 drivers across 10 different countries in Europe. The tested functions will be mainly of SAE automation level 3, some of them of level 4. This paper describes the data management toolchain we have designed and developed in order to exploit pilot data for answering a set of research questions about evaluation of such aspects as: technical and traffic, user acceptance, impact, socio-economic impact. The toolchain, supporting various confidentiality levels (prototype vehicle owner, consortium, public), has been designed to allow cross-vehicle owner data management, with efficient storage of data and its iterative processing with a variety of analysis and evaluation tools. Most of the tools in the data processing chain have been developed to a prototype version, tested in lab and are ready to be deployed for the pre-pilot starting in February 2019 in the various sites.

M3 - Conference article

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Nagy B, Hiller J, Osman N, Koskinen S, Svanberg E, Bellotti F et al. Building a Data Management Toolchain for a Level 3 Vehicle Automation Pilot. 2019. Paper presented at 26th Intellligent Transport System World Congress, Singapore, Singapore.