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Autori: Camille Vedel, Stefano Fraire, Marco De Divitis
Pubblicazione: AIIT 4th International Conference on Transport Infrastructure and Systems (TIS ROMA 2024)
Il framework MaaS affronta la sfida di ridurre le emissioni di gas dal settore della mobilità per contrastare il cambiamento climatico promuovendo mobilità alternative all’uso dell’auto privata. Le applicazioni MaaS propongono di raccogliere modalità di mobilità attraverso a regione in un’unica app e promuovere informazioni precise e affidabili sulla mobilità. Al di là di questa definizione semplicistica, il concetto MaaS mira a rimodellare il vecchio modo di organizzare la mobilità dove ogni modalità è segmentata e analizzata dal suo lato. È un cambio di paradigma rispetto ad una visione verticale e frammentata ad un ecosistema interconnesso e orizzontale. Rappresenta un’opportunità per le autorità pubbliche di raccogliere ingenti quantità insiemi di dati provenienti da fonti eterogenee (fornitori di mobilità, utenti finali, infrastrutture, ecc.). La trasversale La visione offerta dal digitale mira a semplificare la comprensione dei modelli di utilizzo, a incrociare i dati e a identificare le opportunità di miglioramento.
MAAS People mobility public transport intermodality
Autori: Fabrizio Arneodo, Danilo Botta, Giandomenico Gagliardi
Pubblicazione: Proceedings 15th ITS European Congress, Lisbon, Portugal, 22-24 May-2023
La mobilità sta attraversando un periodo di forte cambiamento, con un’evoluzione in termini di modelli di business, nuove modalità di trasporto integrate e tecnologie adottate. La Commissione europea ha affrontato molti di questi aspetti attraverso uno specifico quadro normativo basato sulla Direttiva ITS UE 40/2010 e successive Atti Delegati. Sfide simili si sono affrontate anche in Italia a livello centrale e locale; in Piemonte l’amministrazione regionale ha scelto di adottare un approccio per garantire la Governance e poter affrontare al meglio questo periodo di cambiamento. Questo articolo descrive i i modelli adottati, i sistemi e l’architettura a livello locale, e le relazioni con il livello nazionale.
people mobility system and services public transport mobility as a service intermodality national access point NeTEx DATEXII
Autori: E. Boo, E. Sanvicente, E. Martins, C. Chavardes, D. Lombardi, G. Gagliardi, T. Hilmarcher
Pubblicazione: Transport Research Arena (TRA) 2022 Conference, 14-17 November 2022, Lisbon, Portugal
This investigation aims to understand mobility profiles and e-kickscooter (e-ks) use by investigating three urban case studies in Europe. 398 participants took part in a survey with 56 questions regarding regular trip characteristics, mobility experience and attitudes towards e-ks. Seven distinct mobility profiles were identified in the overall sample. Four out of the seven include non-riders of e-ks and three correspond to e-ks riders (both occasional and regular). Mobility profiles were further characterised by transport habits and psychological and behavioural aspects. Results show that differences between the sociodemographic profile of respondents and urban related factors like the role of cars to satisfy mobility needs, infrastructure, safety regulations, weather and bicycle culture were likely to shape the dominant mobility profiles in each city. Moreover, the use of e-ks is still limited, both owned and shared, in all three case studies and population type. Regular riders of e-ks only represented 8% of the total surveyed population. The segmentation analysis included in this paper is a valuable source of knowledge for tailored policy and communication efforts.
e-kickscooter micromobility user research urban mobility corporate mobility safety
Autori: F. Arneodo (5T), Andrea Laganà (TIM), R. Lesca (5T), D. Sabella (Intel), altri
Pubblicazione: IEEE Conference on Standards for Communications and Networking (CSCN)
Il settore automobilistico è un’area critica per l’introduzione di infrastrutture MEC (Multi-access Edge Computing) nei sistemi 5G, in quanto può trarre vantaggio dallo spostamento dal cloud computing ad ambienti di servizi IT sull’EDGE della rete. Questo presenta diverse sfide, soprattutto la necessità di un facile scambio di dati in ambiente multi-operatore. Questo articolo descrive il primo noto sviluppo di edge federation/roaming per uso veicolare. Questo è stato effettuato attraverso una prova dal vivo da diversi player internazionali, tra cui operatori di rete,
host neutrali, produttori di automobili, fornitori di infrastrutture e fornitori di tecnologia. Viene descritto anche il ruolo degli standard, in particolare quelli 3GPP, ETSI MEC e GSMA OPG (Operator Platform Group) per l’interoperabilità tra gli operatori e produttori di automobili per fornire supporto MEC globale per il settore automobilistico.
MEC 5G V2X ETSI GSMA 3GPP
Autori: Arneodo F., Castelli R., Cerboni G.
Pubblicazione: Politiche Piemonte N. 68/2021
In questo articolo si descrivono le modalità di analisi dati adottate in 5T per la valutazione degli impatti delle restrizioni alla mobilità in vigore sul territorio a seguito della pandemia COVID-19.
In particolare, attraverso servizi erogati per l’infomobilità e il supporto agli enti locali nel governo della mobilità regionale, si raccolgono e si storicizzano una serie di dati, che opportunamente elaborati e correlati, possono fornire una serie di informazioni molto interessanti sull’evoluzione della mobilità sul territorio. Tali analisi possono essere sistematizzate, nel caso di monitoraggio di fenomeni ripetitivi, o essere eseguite puntualmente su specifiche esigenze, come quella per l’appunto legata agli impatti dell’emergenza sanitaria sulla mobilità.
Covid Dati Mobilità
Autori: Arneodo F., Lesca R., Gagliardi G.
Pubblicazione: rivista LeStrade N.1555/3 Marzo 2020, pg.58
Test per la guida autonoma e sistemi C-ITS avanzati, ma non solo. Sono molteplici le soluzioni smart per il trasporto a cui stanno lavorando istituzioni e imprese del capoluogo piemontese, oggi autentico laboratorio urbano. Tra i principali player tecnologici della partita, gli specialisti di 5T, società in house di Città di Torino e Regione Piemonte, che ci raccontano in esclusiva tutti gli sviluppi in corso.
Link all’articoloCooperativeITS V2X Urban Mobility Autonomous Driving
Autori: Arnone M., Dmastro T., Negrino C, Arneodo F., Botta D., Friuli G.
Proceedings of 14th ITS European Congress, Lisbon, Portugal, (Postponed).
Since 2009 Piedmont Region has started the design of a Public Transport (PT) integrated electronic ticketing system (BIP – Biglietto Integrato Piemonte) on the whole regional area. The project was aimed at increasing user accessibility through more flexible electronic ticketing. This paper focuses on a specific BIP application that, using data gathered in BIP environment, enables public stakeholders to have a detailed monitoring of PT service users’ behaviours, that represents a fundamental element for PT planning, programming and management. The user behaviour estimation, based on state of art literature, covers a whole regional area with heterogeneous transport modes and a complex transport network. Results were so promising that the algorithm has become a software component used in every regional BIP PT user behaviour analysis. The following chapters provide details on data, algorithms and tests and results developed to estimate travellers’ habits through the regional BIP platform.CooperativeITS Electronic_ticketing public_transport_planning travel_diary business_intelligence
Autori:Arneodo F., Lesca R., Gagliardi G., Botta D., E. Bonetto, Brevi D.
Proceedings of 14th ITS European Congress, Lisbon, Portugal, (Postponed).
The Municipality of Turin has developed a strategic plan for the evolution of currently available ITS services towards the “Cooperative” model (C-ITS). A relevant task is the implementation of core technologies for Vehicle-to-Infrastructure communications (V2I). This paper describes two of the City’s main initiatives focusing on connected, cooperative and automated mobility, the “Torino Smart Road” and “C-ROADS Italy 2” projects. 5T is in charge of deploying those C-ITS services on the behalf of the Municipality, also in cooperation with Links Foundation research centre. In this paper, an overview is provided for both the mobility scenarios in Turin and the existing ITS services. The C-ITS deployment activities are summarized, as well. Finally, an account is given of the prototypal implementation of a roadwork warning C-ITS service and the major technical challenges, in particular concerning the matching between DATEXII and C-ITS messaging and the implementation of a “hybrid” 5G cellular/short-range communications infrastructureC-ITS Electronic_ticketing V2X 5G
Autori: Arneodo F.
Pubblicazione: Politiche Piemonte
In questo articolo si descrive la Centrale della Mobilità della Regione Piemonte, i principali servizi erogati per l’infomobilità ed il supporto agli enti locali nel governo della mobilità regionale. Si approfondiscono i temi relativi al monitoraggio ed al controllo del traffico, dando qualche informazione relativa alla mobilità veicolare piemontese.
Link all’articoloFCD KPI Real_time_Data
Autori: Rapelli M., Casetti C., Gagliardi G.
Pubblicazione: Proceedings of IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 7-9 October 2019, Cosenza, Italy
Traffic simulations are becoming a standard way to study urban mobility patterns, to evaluate new traffic policies and to test modern vehicular technologies. For this reason, in recent years, mobility projects pushed towards an increase in the demand of traffic simulators and towards an extension of their area of investigation, aiming at covering a whole city and its suburbs.
In this paper we describe the methodology we followed in the creation of a large-scale traffic simulation of a 400-Km2 area around the Municipality of Turin. Our preliminary results demonstrate that a complete modeling of such a wide tool is possible at the expense of minor simplifications.Urban_Mobility Transportation_Modeling Road_Traffic_Simulation Large_Scale_Traffic_Simulation
Autori: Fazio D., Giaquinto D., Lia S., Arneodo F., Louette E., Mechin J.
Pubblicazione: Proceedings of 25th ITS World Congress, 17-21 September 2018, Copenhagen, Denmark
Dangerous goods transport regulations aims to protect everyone either directly involved (consignors or carriers), or who might indirectly become involved (emergency services, public). ADR /RID /ADN regulations assign duties and define rules, for minimising the hazards related to the carriage and the risk of incidents, and guarantee an effective response. Current regulations envisage paper form documents, for the purposes of transport operations, law enforcement and accidents (retrieved by police and emergency services).
Today, the majority of the companies transporting hazardous materials by road and rail have tracking and tracing solutions/services (satellite navigation based), which gather in electronic form most of the information required in the paper transport documents.
Over the last few decades, there has been a growing awareness of the authorities towards the benefits generated by the adoption of these solutions on a large scale, for:
Various initiatives have been developed in Europe to:
However these initiatives are fragmented, geographically spread, lacking of a common/harmonised approach for a technical/functional architecture and standards, at national and international levels. Moreover, they require information sharing by the involved business actors and stakeholders, without robust incentive models.
In this context, the European CORE project (www.coreproject.eu) develops a best practice based on a flexible architecture and standards, and involving different countries. Its outcomes contribute to the harmonisation of cross-border operations, underlying policies and regulation.Dangerous_goods Tracking_and_tracing Multi_GNSS Harmonisation Policy Regulations Flexible_architectures Standards
Autori: Bourée K., Arneodo F., Duquesne C. , Nitsch G.
Pubblicazione: Proceedings of 7th Transport Research Arena TRA 2018, April 16-19, 2018, Vienna, Austria
“Mobility”, “interoperability”, and “inter-modality” are concepts expressing both objectives of services and characteristics of systems. How interoperable and intermodal systems influence personal mobility is intuitive and often discussed. In public transport, interoperability between fare systems, for instance, is an important step towards “seamless travel” by allowing users to access public transport in different areas with one single medium (“ticket”), while interoperability between trip planning systems allows for user-friendly passenger information and thus provides a necessary condition to ease the mobility of people. Truly interoperable systems follow a holistic approach in respect of transport, and provide the combination of different modes/means of transport within the same journey. CEN Technical Committee 278 WG3 developed a particularly useful standard for data structures (Transmodel) which acts as a reference for other standards, and hence facilitates the definition of the necessary requirements to make EU-wide multimodal travel information services accurate and available to all.People_Mobility Systems_and_Services Public_Transport Mobility_as_a_Service Intermodality
Autori: Arneodo F., Castelli R., Gagliardi G., Sabatelli F.
Pubblicazione: Geomatics Workbooks (ISSN 1591-092X), Volume 13, December 2017 (pagg. 99-109)
Muoversi in Piemonte is an integrated infomobility service on a regional scale, promoted by Piedmont Region Local Authority and managed by its in-house company 5T Srl. It offers Piedmont citizens and travelers a unique information access point relevant to the regional mobility.
This service involves several stakeholders like public and private operators from Public Transport companies, Turin Airport, Local Police, Road Police. These sources contribute in various ways to the improvement and quality of the service with up-to-date and real-time information and collaborate to spread it through different channels, reaching a high number of citizens.Infomobility Traffic_Information Public_Transport Journey_Planner Data_Integration OpenStreetMap
Autori: Arco E., Ajmar A., Arneodo F. e Boccardo P.
Pubblicazione: European Journal of Remote Sensing, Volume 50, 2017
Traffic Message Channel (TMC) is a technology for delivering traffic information to vehicle drivers. Sources of traffic information typically include police departments, Traffic Information Centers (TICs), camera systems, traffic speed detectors, floating car data, so on. Both public and commercial TMC services are operational in many countries. TMC messages can be also exchanged among TICs formally using standard protocols. The term emergency mapping (EM) encloses all activities finalized to produce geographic data on the consequences of a natural or man-made events. Emergency mapping services (EMS) normally exploit satellite or aerial imagery in order to extract the extent of the area affected and the impact on local infrastructures. In this paper, the authors verify the impact of the integration of TMC information in routinary EMS, exploiting the flood event occurred in November 2016 in north-west Italy as a case study. After an introduction to the problem and a description of TMC technology and of EMS, all technical aspects related to the integration of the two services are deeply described. Extracted traffic events have then been integrated and compared with EM products generated for the event previously mentioned. Finally, opportunities, limits, future enhancement and refining are summarized in the conclusions.
Download full paperTraffic_Message_Channel Emergency_Mapping GIS Traffic_Information
Autori: Arneodo F., Botta D., Castelli R.
Pubblicazione: IEEE Explore, June 2017
This paper describes how the Smart City paradigm can be successfully changed into the “Smart Region” concept as happened in the Piedmont Region. Different projects and technologies involved in this perspective change will be described through the genesis of the unified Centro Servizi Regionale (CSR), embodiment of the Mobility as a Service approach. CSR is not only an arrival point of this vision but it will also be the starting point of new epochal changes: its future improvements will be reported.Smart_City Interoperability Infomobility Integration
Autori: Bourée K., Tibaut A., Arneodo F., Bjersing U., Duquesne C., JS Knowles N., Reynolds S.
Pubblicazione: Proceedings of the 25th International Symposium ISEP 2017, 27 March 2017, Ljubliana (Slovenia)
In the paper, the Transmodel series of standards for public transport are proposed to address and solve data interoperability challenges for multimodal public transport domain with special focus to passenger mobility. Additionally, an implementation example of the standards is presented. The paper aims to increase the awareness for the need of ITS standards.Harmonized_ITS_standards Reference_Data_Models Mobility Public_Transport Data_Exchange
Autori: Arneodo F. Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 11th ITS European Congress, 6-9 June 2016, Glasgow (Scotland)
In this paper, a new approach to mobility management is described as well as the Italian reference scenario, where the transportation offer is changing towards the provision of different transportation services like public transport, car sharing, bike sharing, public transport for weak mobility demand areas. The role of the Public administration becomes crucial either for the funding of public transport or the governance of the mobility services portfolio, with a change of mobility concept towards a mobility as a service one. Piedmont Region, a Local Public Administration, charged 5T Company to realize a Regional Service Centre (CSR) for the Governance of the regional mobility services. An appropriate application of ITS and Business Intelligence techniques on CSR data will enable a Managing by data approach to reach this goal.KPI Public_Transport Business_Intelligence
Autori: Fiori A., Mignone A., Rospo G.
Pubblicazione: Information Science, Volume 328, 20 January 2016, pp 378–388
Automatic Vehicle Monitoring (AVM) systems are exploited by public transport companies to manage and control their fleet of vehicles. However, these systems are usually based on the background knowledge of the transport network which can change during the time and in some cases can be missing or erroneous. GPS data and other information captured by the vehicles during their work can be exploited to update the network knowledge. This paper presents a novel approach, namely DeCoClu (Density Consensus Clustering), that aims at mining the topology of a public transport network by means of a consensus clustering density-based approach. In particular, the method exploits static information from time series of positioning signals (i.e., GPS data) to infer geographical locations of stops by means of a consensus clustering strategy based on a new distance function. Moreover, the logical pathway of a route (i.e., stops sequence) is defined by an Hamiltonian cycle. Experiments performed on real-data collections provided by a public transport company demonstrate the effectiveness of the proposed approach.Data_Clustering Business_Intelligence Public_Transport Automatic_Vehicle_Monitoring
Autori: Arneodo F. , Boureé K., Tibaut A.
Pubblicazione: Proceedings of the 22nd ITS World Congress, 6-9 October 2015, Bordeaux (France)
Interoperability between fare systems is an important step towards “seamless travel” and is a necessary condition for the efficient provision of passenger information on fares across transport modes. Achieving this goal presents a technical challenge and to help reach it the European project NeTEx/EPTIS proposes a standardised data exchange format for fares that can be used across Europe. The project specifies how to model the complexity of European fare structures, using a data model based on generic concepts that can represent the core elements of any fare system, independently of any specific set of concrete fare products offered for sale, and then derives a standard interface as an XML schema implementation. The European Reference Data Model for Public Transport (Transmodel), extended to cover the requirements of heavy rail, is used as a basis for the proposed fare model. An early implementation of NeTEx is achieved by the project BIPEx.Data_Model Public_Transport_Fares Data_Exchange
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 22nd ITS World Congress, 6-9 October 2015, Bordeaux (France)
In this paper a new perspective in traffic control using vehicular traffic data sources and the relevant evaluation methodology are presented. This study was performed in the Piedmont Regional Traffic Supervisor (SVR) project context: the SVR was developed by 5T company with the main aim of traffic monitoring, forecast and control, over all the Piedmont Region road network. This is a radical evolution of the concept: the extension and the different typology of the controlled area require some specific technical choices that are described in the paper. Besides, the wideness of the controlled area requires also an integration of classic physical sensors with new vehicular sensors (Floating Car Data – FCD): details about real-time data acquisition and treatment, as well as about KPI identification and estimation will be provided.FCD KPI Real_time_Data Traffic_Forecast
Autori: Berger M., Bottero M., Bono M., Cassinelli P., Dalla Chiara B., Deflorio F.
Pubblicazione: Rivista Trasporti Pubblici November-December 2014, pp. 31-37
Nello studio condotto si sono raccolti ed elaborati dati relativi alla cinematica e ai consumi energetici di un campione dei tram attualmente in servizio sulla linea 4 di Torino, al fine di stimare il beneficio energetico atteso dalla priorità semaforica.Public_Transport Automatic_Vehicle_Monitoring Urban_Traffic_Control
Autori: Arneodo F. Gastaldi D., Botta D.
Pubblicazione: Proceedings of the 10th ITS European congress, 16-18 June 2014, Helsinki (Finland)
In a city like Turin (less than 1 million inhabitants) more than 57% of Public Transport (PT) users are systematic clients; in other words, they take the same bus line twice a day every single workday. These persons know their PT lines and their itinerary much better than Public Transport Companies (or our algorithms) will ever do. In this paper a change of paradigm is proposed: instead of supplying people with complex forecast and aggregated data, we investigate the way to allow them accessing real-time, low level data in a practical and user friendly way. This will enable skilled passengers to put in practice their very personal experience in understanding the status of their PT line and, in short, make their on “forecasts”.Interoperability Infomobility Real_Time_Monitoring Mobile End_user Perception Crowdsourcing
Autori: Boccardo P., Arneodo F., Botta D.
Pubblicazione: European Journal of Remote Sensing, Volume 47, 2014
During last years, we assisted to an increment of mobility demand, implying the need of adequate infrastructure and efficient public transport. The deployment of informative services and Intelligent Transport Systems (ITS) assumed a fundamental importance to address mobility demand, strictly correlated to the territory characteristics. At the same time, mature Geomatic technologies, especially related to GPS differential positioning (both in real time and in post processing), mobile mapping systems (MMS), remotely sensed imageries (aerial, satellite and UAV platforms), archiving and management systems (Spatial Data Infrastructure – SDI) will play a crucial role. These applications to infomobility and ITS are described in this paper.
Download full paperFleet_Management Floating_Car_Data Infomobility Integrated_Ticketing Remote_Sensing Geomatic
Autori: Arneodo F., Botta D., Migliasso D.
Pubblicazione: Proceedings of the 9th ITS European congress, 4-7 June 2013, Dublin (Ireland)
This paper describes the design and implementation of the Piedmont Integrated Ticketing project (BIP – Biglietto Integrato Piemonte) and its interoperability with any public service already supporting or willing to support this technology. The interoperation among different service operators will be assured by means of a single Regional Service Centre (the “CSR-BIP”) sharing data about services and customer usage with transport operators and Public Administration, by means of a standardized transfer data protocol (called BIPEx) compliant with the most up-to-date international standards. The same informative content will be used for dedicated informative services. Moreover, all services compliant to the BIP system will be accessed by users through a pure contactless smart card, with its Card Data Model, defining its content and the rules to access it. Customers will be able to change between Public Transport operators or other transport systems (i.e. car and bike sharing) and even cultural services (EDISU or PYOU Card) or regional museums, without the need to acquire a dedicated “ticket” for each. One centre, one protocol and a single smart card will enable one of the most integrated ticketing and informative service system ever.Integrated_ticketing Transfer_Protocol Interoperability Infomobility
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 19th ITS World Congress, 22-26 October 2012, Vienna (Austria)
In this paper the project for the Piedmont Regional Traffic Supervisor (SVR) is described. It is developed by 5T company with the aim of traffic monitoring, forecast and control, over all the Piedmont Region. This is not a simple extension of the current Turin Metropolitan Traffic Supervisor, but a radical evolution of the concept in terms of data sources, data types, models realization criteria and traffic assignment algorithms. 5T is developing a new SVR able to evolve all the monitoring functions to the wide regional area extension, assuring, at the same time, a correct matching of all the traffic information at all the interfaces among the various municipalities. The extension and the different typology of the controlled areas require some specific technical choices that will be described in the paper. Besides, the wideness of the controlled area requires also an integration of classic “physical sensor“ with new “virtual sensors” (Floating Car Data – FCD): details about data acquisition, data completion, data fusion and harmonisation will be provided. Finally, a brief description of all the informative services that will be based on the traffic data generated by the SVR system, as well as a short review of some results, is also provided.Real_time Traffic_Monitoring Traffic_Control Traffic_Management Regional_Area Floating_Car_Data Data_Fusion Data_Integration Commercial_Road_Network_Graph
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 19th ITS World Congress, 22-26 October 2012, Vienna (Austria)
In this paper the project for the Piedmont Regional Traffic Supervisor (SVR) is described. It is developed by 5T company with the aim of traffic monitoring, forecast and control, over all the Piedmont Region. This is not a simple extension of the current Turin Metropolitan Traffic Supervisor, but a radical evolution of the concept in terms of data sources, data types, models realization criteria and traffic assignment algorithms. 5T is developing a new SVR able to evolve all the monitoring functions to the wide regional area extension, assuring, at the same time, a correct matching of all the traffic information at all the interfaces among the various municipalities. The extension and the different typology of the controlled areas require some specific technical choices that will be described in the paper. Besides, the wideness of the controlled area requires also an integration of classic “physical sensor“ with new “virtual sensors” (Floating Car Data – FCD): details about data acquisition, data completion, data fusion and harmonisation will be provided. Finally, a brief description of all the informative services that will be based on the traffic data generated by the SVR system, as well as a short review of some results, is also provided.Public_Transport Infomobility Journey_Planner Real_time_datag
Autori: Arneodo F., Foti G., Cocozza M.
Pubblicazione: Proceedings of the 16th ITS World Congress, 21-25 September 2009, Stockholm (Sweden)
S.I.MO.NE. (Innovative System for Metropolitan Area Mobility management) is a project to promote innovation in the metropolitan area mobility management. Actors involved in the reference scenario are: On Board Unit providers, Telco companies, Fleet Managers, Vehicle Service Centres and Traffic Operation Centres. Key objective of the project is the definition of a framework at national level to collect and aggregate Floating Car Data, to improve mobility management. The criteria definition to accept data coming from Fleet Managers, to project and aggregate FCD on geo-database, to perform Data Completion and to provide Value Added Services is the challenge of the project.Communication_Protocols Data_Fusion Data_Completion Data_Collection Data_aggregation Data_exchange Floating_Car_Data Traffic_management Traffic_modelling_and_simulation Value_Added_Services
Autori: Aguilar R., Cretier L., Gastaldi D., Panero R.
Pubblicazione: Proceedings of the 7th ITS European congress, 3-6 June 2008, Geneva (Switzerland)
5T Srl is the non-commercial public company managing the traffic/PT/infomobility systems in the metropolitan area of Torino (counting more than 2M inhabitants). The 5T platform continuously grew up along years, and in 2006 it evolved into the Traffic Operation Centre of the Torino Winter Olympics. In the past years, 5T developed a state-of-the art integrated platform to let all its internal and external systems communicate each-other via standard and open technologies. Recently, we also chose the Google Earth and Google Maps tools as top level interfaces for the management of the whole distributed platform and to display to end-users the real-time data about traffic status, roadworks, parking occupation and so on. This document shortly describe some aspects of this experience.Public_Transport Traffic Maps Web_Portal Infomobility Integration Google_Maps Google_Transit Torino Piemonte
Autori: Antoniola M., D’Angelo P., De Cantis G., Foti G., Panero R.
Pubblicazione: Proceedings of the 14th ITS World Congress, Bejing (China)
The increasing number of vehicles moving on the roads causes all over the world traffic problems, especially in the urban centres. The paper presents the main solutions to the urban traffic problem starting from the long experience of Turin in limited access areas and moving towards the recent experiences in pay-per-use schemes. Nevertheless the upcoming access control solutions do not take into account a set of critical factors, decisive for their sustainability. The “access rights” represent a more sustainable access control system and are able to ensure benefits in terms of both effectiveness and social acceptability of demand management solutions.Traffic_Management Limited_Traffic_Zone Urban_Traffic_Control
Autori: Rapelli M., Casetti C., Gagliardi G.
Pubblicazione: Proceedings of IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 7-9 October 2019, Cosenza, Italy
Traffic simulations are becoming a standard way to study urban mobility patterns, to evaluate new traffic policies and to test modern vehicular technologies. For this reason, in recent years, mobility projects pushed towards an increase in the demand of traffic simulators and towards an extension of their area of investigation, aiming at covering a whole city and its suburbs.
In this paper we describe the methodology we followed in the creation of a large-scale traffic simulation of a 400-Km2 area around the Municipality of Turin. Our preliminary results demonstrate that a complete modeling of such a wide tool is possible at the expense of minor simplifications.Urban_Mobility Transportation_Modeling Road_Traffic_Simulation Large_Scale_Traffic_Simulation
Autori: Arneodo F.
Pubblicazione: Politiche Piemonte
In questo articolo si descrive la Centrale della Mobilità della Regione Piemonte, i principali servizi erogati per l’infomobilità ed il supporto agli enti locali nel governo della mobilità regionale. Si approfondiscono i temi relativi al monitoraggio ed al controllo del traffico, dando qualche informazione relativa alla mobilità veicolare piemontese.FCD KPI Real-time Data
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 22nd ITS World Congress, 6-9 October 2015, Bordeaux (France)
In this paper a new perspective in traffic control using vehicular traffic data sources and the relevant evaluation methodology are presented. This study was performed in the Piedmont Regional Traffic Supervisor (SVR) project context: the SVR was developed by 5T company with the main aim of traffic monitoring, forecast and control, over all the Piedmont Region road network. This is a radical evolution of the concept: the extension and the different typology of the controlled area require some specific technical choices that are described in the paper. Besides, the wideness of the controlled area requires also an integration of classic physical sensors with new vehicular sensors (Floating Car Data – FCD): details about real-time data acquisition and treatment, as well as about KPI identification and estimation will be provided.
FCD KPI Real_time_Data Traffic_Forecast
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 19th ITS World Congress, 22-26 October 2012, Vienna (Austria)
In this paper the project for the Piedmont Regional Traffic Supervisor (SVR) is described. It is developed by 5T company with the aim of traffic monitoring, forecast and control, over all the Piedmont Region. This is not a simple extension of the current Turin Metropolitan Traffic Supervisor, but a radical evolution of the concept in terms of data sources, data types, models realization criteria and traffic assignment algorithms. 5T is developing a new SVR able to evolve all the monitoring functions to the wide regional area extension, assuring, at the same time, a correct matching of all the traffic information at all the interfaces among the various municipalities. The extension and the different typology of the controlled areas require some specific technical choices that will be described in the paper. Besides, the wideness of the controlled area requires also an integration of classic “physical sensor“ with new “virtual sensors” (Floating Car Data – FCD): details about data acquisition, data completion, data fusion and harmonisation will be provided. Finally, a brief description of all the informative services that will be based on the traffic data generated by the SVR system, as well as a short review of some results, is also provided.
Real_time Traffic_Monitoring Traffic_Control Traffic_Management Regional_Area Floating_Car_Data Data_Fusion Data_Integration Commercial_Road_Network_Graph
Autori: Arneodo F., Foti G., Cocozza M.
Pubblicazione: Proceedings of the 16th ITS World Congress, 21-25 September 2009, Stockholm (Sweden)
S.I.MO.NE. (Innovative System for Metropolitan Area Mobility management) is a project to promote innovation in the metropolitan area mobility management. Actors involved in the reference scenario are: On Board Unit providers, Telco companies, Fleet Managers, Vehicle Service Centres and Traffic Operation Centres. Key objective of the project is the definition of a framework at national level to collect and aggregate Floating Car Data, to improve mobility management. The criteria definition to accept data coming from Fleet Managers, to project and aggregate FCD on geo-database, to perform Data Completion and to provide Value Added Services is the challenge of the project.Communication_Protocols Data_Fusion Data_Completion Data_Collection Data_aggregation Data_exchange Floating_Car_Data Traffic_management Traffic_modelling_and_simulation Value_Added_Services
Autori: Antoniola M., D’Angelo P., De Cantis G., Foti G., Panero R.
Pubblicazione: Proceedings of the 14th ITS World Congress, Bejing (China)
The increasing number of vehicles moving on the roads causes all over the world traffic problems, especially in the urban centres. The paper presents the main solutions to the urban traffic problem starting from the long experience of Turin in limited access areas and moving towards the recent experiences in pay-per-use schemes. Nevertheless the upcoming access control solutions do not take into account a set of critical factors, decisive for their sustainability. The “access rights” represent a more sustainable access control system and are able to ensure benefits in terms of both effectiveness and social acceptability of demand management solutions.Traffic_Management Limited_Traffic_Zone Urban_Traffic_Control
Autori:Arneodo F., Lesca R., Gagliardi G., Botta D., E. Bonetto, Brevi D.
Proceedings of 14th ITS European Congress, Lisbon, Portugal, (Postponed).
The Municipality of Turin has developed a strategic plan for the evolution of currently available ITS services towards the “Cooperative” model (C-ITS). A relevant task is the implementation of core technologies for Vehicle-to-Infrastructure communications (V2I). This paper describes two of the City’s main initiatives focusing on connected, cooperative and automated mobility, the “Torino Smart Road” and “C-ROADS Italy 2” projects. 5T is in charge of deploying those C-ITS services on the behalf of the Municipality, also in cooperation with Links Foundation research centre. In this paper, an overview is provided for both the mobility scenarios in Turin and the existing ITS services. The C-ITS deployment activities are summarized, as well. Finally, an account is given of the prototypal implementation of a roadwork warning C-ITS service and the major technical challenges, in particular concerning the matching between DATEXII and C-ITS messaging and the implementation of a “hybrid” 5G cellular/short-range communications infrastructureC-ITS Electronic_ticketing V2X 5G
Autori: Fazio D., Giaquinto D., Lia S., Arneodo F., Louette E., Mechin J.
Pubblicazione: Proceedings of 25th ITS World Congress, 17-21 September 2018, Copenhagen, Denmark
Autori: Bourée K., Arneodo F., Duquesne C. , Nitsch G.
Pubblicazione: Proceedings of 7th Transport Research Arena TRA 2018, April 16-19, 2018, Vienna, Austria
“Mobility”, “interoperability”, and “inter-modality” are concepts expressing both objectives of services and characteristics of systems. How interoperable and intermodal systems influence personal mobility is intuitive and often discussed. In public transport, interoperability between fare systems, for instance, is an important step towards “seamless travel” by allowing users to access public transport in different areas with one single medium (“ticket”), while interoperability between trip planning systems allows for user-friendly passenger information and thus provides a necessary condition to ease the mobility of people. Truly interoperable systems follow a holistic approach in respect of transport, and provide the combination of different modes/means of transport within the same journey. CEN Technical Committee 278 WG3 developed a particularly useful standard for data structures (Transmodel) which acts as a reference for other standards, and hence facilitates the definition of the necessary requirements to make EU-wide multimodal travel information services accurate and available to all.People_Mobility Systems_and_Services Public_Transport Mobility_as_a_Service Intermodality
Autori: Bourée K., Tibaut A., Arneodo F., Bjersing U., Duquesne C., JS Knowles N., Reynolds S.
Pubblicazione: Proceedings of the 25th International Symposium ISEP 2017, 27 March 2017, Ljubliana (Slovenia)
In the paper, the Transmodel series of standards for public transport are proposed to address and solve data interoperability challenges for multimodal public transport domain with special focus to passenger mobility. Additionally, an implementation example of the standards is presented. The paper aims to increase the awareness for the need of ITS standards.Harmonized_ITS_standards Reference_Data_Models Mobility Public_Transport Data_Exchange
Autori: Fiori A., Mignone A., Rospo G.
Pubblicazione: Information Science, Volume 328, 20 January 2016, pp 378–388
Automatic Vehicle Monitoring (AVM) systems are exploited by public transport companies to manage and control their fleet of vehicles. However, these systems are usually based on the background knowledge of the transport network which can change during the time and in some cases can be missing or erroneous. GPS data and other information captured by the vehicles during their work can be exploited to update the network knowledge. This paper presents a novel approach, namely DeCoClu (Density Consensus Clustering), that aims at mining the topology of a public transport network by means of a consensus clustering density-based approach. In particular, the method exploits static information from time series of positioning signals (i.e., GPS data) to infer geographical locations of stops by means of a consensus clustering strategy based on a new distance function. Moreover, the logical pathway of a route (i.e., stops sequence) is defined by an Hamiltonian cycle. Experiments performed on real-data collections provided by a public transport company demonstrate the effectiveness of the proposed approach.Data_Clustering Business_Intelligence Public_Transport Automatic_Vehicle_Monitoring
Autori: Berger M., Bottero M., Bono M., Cassinelli P., Dalla Chiara B., Deflorio F.
Pubblicazione: Rivista Trasporti Pubblici November-December 2014, pp. 31-37
Nello studio condotto si sono raccolti ed elaborati dati relativi alla cinematica e ai consumi energetici di un campione dei tram attualmente in servizio sulla linea 4 di Torino, al fine di stimare il beneficio energetico atteso dalla priorità semaforica.Public_Transport Automatic_Vehicle_Monitoring Urban_Traffic_Control
Autori: Arneodo F. Gastaldi D., Botta D.
Pubblicazione: Proceedings of the 10th ITS European congress, 16-18 June 2014, Helsinki (Finland)
In a city like Turin (less than 1 million inhabitants) more than 57% of Public Transport (PT) users are systematic clients; in other words, they take the same bus line twice a day every single workday. These persons know their PT lines and their itinerary much better than Public Transport Companies (or our algorithms) will ever do. In this paper a change of paradigm is proposed: instead of supplying people with complex forecast and aggregated data, we investigate the way to allow them accessing real-time, low level data in a practical and user friendly way. This will enable skilled passengers to put in practice their very personal experience in understanding the status of their PT line and, in short, make their on “forecasts”.Interoperability Infomobility Real_Time_Monitoring Mobile End_user Perception Crowdsourcing
Autori: Arnone M., Dmastro T., Negrino C, Arneodo F., Botta D., Friuli G.
Proceedings of 14th ITS European Congress, Lisbon, Portugal, (Postponed).
Since 2009 Piedmont Region has started the design of a Public Transport (PT) integrated electronic ticketing system (BIP – Biglietto Integrato Piemonte) on the whole regional area. The project was aimed at increasing user accessibility through more flexible electronic ticketing. This paper focuses on a specific BIP application that, using data gathered in BIP environment, enables public stakeholders to have a detailed monitoring of PT service users’ behaviours, that represents a fundamental element for PT planning, programming and management. The user behaviour estimation, based on state of art literature, covers a whole regional area with heterogeneous transport modes and a complex transport network. Results were so promising that the algorithm has become a software component used in every regional BIP PT user behaviour analysis. The following chapters provide details on data, algorithms and tests and results developed to estimate travellers’ habits through the regional BIP platform.CooperativeITS Electronic_ticketing public_transport_planning travel_diary business_intelligence
Autori: Arneodo F., Castelli R., Gagliardi G., Sabatelli F.
Pubblicazione: Geomatics Workbooks (ISSN 1591-092X), Volume 13, December 2017 (pagg. 99-109)
Muoversi in Piemonte is an integrated infomobility service on a regional scale, promoted by Piedmont Region Local Authority and managed by its in-house company 5T Srl. It offers Piedmont citizens and travelers a unique information access point relevant to the regional mobility.
This service involves several stakeholders like public and private operators from Public Transport companies, Turin Airport, Local Police, Road Police. These sources contribute in various ways to the improvement and quality of the service with up-to-date and real-time information and collaborate to spread it through different channels, reaching a high number of citizens.Infomobility Traffic_Information Public_Transport Journey_Planner Data_Integration OpenStreetMap
Autori: Arneodo F., Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 19th ITS World Congress, 22-26 October 2012, Vienna (Austria)
In this paper the project for the Piedmont Regional Traffic Supervisor (SVR) is described. It is developed by 5T company with the aim of traffic monitoring, forecast and control, over all the Piedmont Region. This is not a simple extension of the current Turin Metropolitan Traffic Supervisor, but a radical evolution of the concept in terms of data sources, data types, models realization criteria and traffic assignment algorithms. 5T is developing a new SVR able to evolve all the monitoring functions to the wide regional area extension, assuring, at the same time, a correct matching of all the traffic information at all the interfaces among the various municipalities. The extension and the different typology of the controlled areas require some specific technical choices that will be described in the paper. Besides, the wideness of the controlled area requires also an integration of classic “physical sensor“ with new “virtual sensors” (Floating Car Data – FCD): details about data acquisition, data completion, data fusion and harmonisation will be provided. Finally, a brief description of all the informative services that will be based on the traffic data generated by the SVR system, as well as a short review of some results, is also provided.Public_Transport Infomobility Journey_Planner Real_time_datag
Autori: Aguilar R., Cretier L., Gastaldi D., Panero R.
Pubblicazione: Proceedings of the 7th ITS European congress, 3-6 June 2008, Geneva (Switzerland)
5T Srl is the non-commercial public company managing the traffic/PT/infomobility systems in the metropolitan area of Torino (counting more than 2M inhabitants). The 5T platform continuously grew up along years, and in 2006 it evolved into the Traffic Operation Centre of the Torino Winter Olympics. In the past years, 5T developed a state-of-the art integrated platform to let all its internal and external systems communicate each-other via standard and open technologies. Recently, we also chose the Google Earth and Google Maps tools as top level interfaces for the management of the whole distributed platform and to display to end-users the real-time data about traffic status, roadworks, parking occupation and so on. This document shortly describe some aspects of this experience.Public_Transport Traffic Maps Web_Portal Infomobility Integration Google_Maps Google_Transit Torino Piemonte
Autori: Arneodo F. , Boureé K., Tibaut A.
Pubblicazione: Proceedings of the 22nd ITS World Congress, 6-9 October 2015, Bordeaux (France)
Interoperability between fare systems is an important step towards “seamless travel” and is a necessary condition for the efficient provision of passenger information on fares across transport modes. Achieving this goal presents a technical challenge and to help reach it the European project NeTEx/EPTIS proposes a standardised data exchange format for fares that can be used across Europe. The project specifies how to model the complexity of European fare structures, using a data model based on generic concepts that can represent the core elements of any fare system, independently of any specific set of concrete fare products offered for sale, and then derives a standard interface as an XML schema implementation. The European Reference Data Model for Public Transport (Transmodel), extended to cover the requirements of heavy rail, is used as a basis for the proposed fare model. An early implementation of NeTEx is achieved by the project BIPEx.Data_Model Public_Transport_Fares Data_Exchange
Autori: Arneodo F., Botta D., Migliasso D.
Pubblicazione: Proceedings of the 9th ITS European congress, 4-7 June 2013, Dublin (Ireland)
This paper describes the design and implementation of the Piedmont Integrated Ticketing project (BIP – Biglietto Integrato Piemonte) and its interoperability with any public service already supporting or willing to support this technology. The interoperation among different service operators will be assured by means of a single Regional Service Centre (the “CSR-BIP”) sharing data about services and customer usage with transport operators and Public Administration, by means of a standardized transfer data protocol (called BIPEx) compliant with the most up-to-date international standards. The same informative content will be used for dedicated informative services. Moreover, all services compliant to the BIP system will be accessed by users through a pure contactless smart card, with its Card Data Model, defining its content and the rules to access it. Customers will be able to change between Public Transport operators or other transport systems (i.e. car and bike sharing) and even cultural services (EDISU or PYOU Card) or regional museums, without the need to acquire a dedicated “ticket” for each. One centre, one protocol and a single smart card will enable one of the most integrated ticketing and informative service system ever.Integrated_ticketing Transfer_Protocol Interoperability Infomobility
Autori: Camille Vedel, Stefano Fraire, Marco De Divitis
Pubblicazione: AIIT 4th International Conference on Transport Infrastructure and Systems (TIS ROMA 2024)
Il framework MaaS affronta la sfida di ridurre le emissioni di gas dal settore della mobilità per contrastare il cambiamento climatico promuovendo mobilità alternative all’uso dell’auto privata. Le applicazioni MaaS propongono di raccogliere modalità di mobilità attraverso a regione in un’unica app e promuovere informazioni precise e affidabili sulla mobilità. Al di là di questa definizione semplicistica, il concetto MaaS mira a rimodellare il vecchio modo di organizzare la mobilità dove ogni modalità è segmentata e analizzata dal suo lato. È un cambio di paradigma rispetto ad una visione verticale e frammentata ad un ecosistema interconnesso e orizzontale. Rappresenta un’opportunità per le autorità pubbliche di raccogliere ingenti quantità insiemi di dati provenienti da fonti eterogenee (fornitori di mobilità, utenti finali, infrastrutture, ecc.). La trasversale La visione offerta dal digitale mira a semplificare la comprensione dei modelli di utilizzo, a incrociare i dati e a identificare le opportunità di miglioramento.
MAAS People mobility public transport intermodality
Autori: F. Arneodo (5T), Andrea Laganà (TIM), R. Lesca (5T), D. Sabella (Intel), altri
Pubblicazione: IEEE Conference on Standards for Communications and Networking (CSCN)
Il settore automobilistico è un’area critica per l’introduzione di infrastrutture MEC (Multi-access Edge Computing) nei sistemi 5G, in quanto può trarre vantaggio dallo spostamento dal cloud computing ad ambienti di servizi IT sull’EDGE della rete. Questo presenta diverse sfide, soprattutto la necessità di un facile scambio di dati in ambiente multi-operatore. Questo articolo descrive il primo noto sviluppo di edge federation/roaming per uso veicolare. Questo è stato effettuato attraverso una prova dal vivo da diversi player internazionali, tra cui operatori di rete,
host neutrali, produttori di automobili, fornitori di infrastrutture e fornitori di tecnologia. Viene descritto anche il ruolo degli standard, in particolare quelli 3GPP, ETSI MEC e GSMA OPG (Operator Platform Group) per l’interoperabilità tra gli operatori e produttori di automobili per fornire supporto MEC globale per il settore automobilistico.
MEC, 5G, V2X, ETSI, GSMA, 3GPP
Autori: Arneodo F., Castelli R., Cerboni G.
Pubblicazione: Politiche Piemonte N. 68/2021
In questo articolo si descrivono le modalità di analisi dati adottate in 5T per la valutazione degli impatti delle restrizioni alla mobilità in vigore sul territorio a seguito della pandemia COVID-19.
In particolare, attraverso servizi erogati per l’infomobilità e il supporto agli enti locali nel governo della mobilità regionale, si raccolgono e si storicizzano una serie di dati, che opportunamente elaborati e correlati, possono fornire una serie di informazioni molto interessanti sull’evoluzione della mobilità sul territorio. Tali analisi possono essere sistematizzate, nel caso di monitoraggio di fenomeni ripetitivi, o essere eseguite puntualmente su specifiche esigenze, come quella per l’appunto legata agli impatti dell’emergenza sanitaria sulla mobilità.
Covid Dati Mobilità
Autori: Arneodo F., Lesca R., Gagliardi G.
Pubblicazione: rivista LeStrade N.1555/3 Marzo 2020, pg.58
Test per la guida autonoma e sistemi C-ITS avanzati, ma non solo. Sono molteplici le soluzioni smart per il trasporto a cui stanno lavorando istituzioni e imprese del capoluogo piemontese, oggi autentico laboratorio urbano. Tra i principali player tecnologici della partita, gli specialisti di 5T, società in house di Città di Torino e Regione Piemonte, che ci raccontano in esclusiva tutti gli sviluppi in corso.
Link all’articoloCooperativeITS V2X Urban Mobility Autonomous Driving
Autori: Arco E., Ajmar A., Arneodo F. e Boccardo P.
Pubblicazione: European Journal of Remote Sensing, Volume 50, 2017
Traffic Message Channel (TMC) is a technology for delivering traffic information to vehicle drivers. Sources of traffic information typically include police departments, Traffic Information Centers (TICs), camera systems, traffic speed detectors, floating car data, so on. Both public and commercial TMC services are operational in many countries. TMC messages can be also exchanged among TICs formally using standard protocols. The term emergency mapping (EM) encloses all activities finalized to produce geographic data on the consequences of a natural or man-made events. Emergency mapping services (EMS) normally exploit satellite or aerial imagery in order to extract the extent of the area affected and the impact on local infrastructures. In this paper, the authors verify the impact of the integration of TMC information in routinary EMS, exploiting the flood event occurred in November 2016 in north-west Italy as a case study. After an introduction to the problem and a description of TMC technology and of EMS, all technical aspects related to the integration of the two services are deeply described. Extracted traffic events have then been integrated and compared with EM products generated for the event previously mentioned. Finally, opportunities, limits, future enhancement and refining are summarized in the conclusions.
Download full paperTraffic_Message_Channel Emergency_Mapping GIS Traffic_Information
Autori: Arneodo F., Botta D., Castelli R.
Pubblicazione: IEEE Explore, June 2017
This paper describes how the Smart City paradigm can be successfully changed into the “Smart Region” concept as happened in the Piedmont Region. Different projects and technologies involved in this perspective change will be described through the genesis of the unified Centro Servizi Regionale (CSR), embodiment of the Mobility as a Service approach. CSR is not only an arrival point of this vision but it will also be the starting point of new epochal changes: its future improvements will be reported.Smart_City Interoperability Infomobility Integration
Autori: Arneodo F. Botta D., Gagliardi G.
Pubblicazione: Proceedings of the 11th ITS European Congress, 6-9 June 2016, Glasgow (Scotland)
In this paper, a new approach to mobility management is described as well as the Italian reference scenario, where the transportation offer is changing towards the provision of different transportation services like public transport, car sharing, bike sharing, public transport for weak mobility demand areas. The role of the Public administration becomes crucial either for the funding of public transport or the governance of the mobility services portfolio, with a change of mobility concept towards a mobility as a service one. Piedmont Region, a Local Public Administration, charged 5T Company to realize a Regional Service Centre (CSR) for the Governance of the regional mobility services. An appropriate application of ITS and Business Intelligence techniques on CSR data will enable a Managing by data approach to reach this goal.KPI Public_Transport Business_Intelligence
Autori: Boccardo P., Arneodo F., Botta D.
Pubblicazione: European Journal of Remote Sensing, Volume 47, 2014
During last years, we assisted to an increment of mobility demand, implying the need of adequate infrastructure and efficient public transport. The deployment of informative services and Intelligent Transport Systems (ITS) assumed a fundamental importance to address mobility demand, strictly correlated to the territory characteristics. At the same time, mature Geomatic technologies, especially related to GPS differential positioning (both in real time and in post processing), mobile mapping systems (MMS), remotely sensed imageries (aerial, satellite and UAV platforms), archiving and management systems (Spatial Data Infrastructure – SDI) will play a crucial role. These applications to infomobility and ITS are described in this paper.
Download full paperFleet_Management Floating_Car_Data Infomobility Integrated_Ticketing Remote_Sensing Geomatic
Autori: Fabrizio Arneodo, Danilo Botta, Giandomenico Gagliardi
Pubblicazione: Proceedings 15th ITS European Congress, Lisbon, Portugal, 22-24 May-2023
La mobilità sta attraversando un periodo di forte cambiamento, con un’evoluzione in termini di modelli di business, nuove modalità di trasporto integrate e tecnologie adottate. La Commissione europea ha affrontato molti di questi aspetti attraverso uno specifico quadro normativo basato sulla Direttiva ITS UE 40/2010 e successive Atti Delegati. Sfide simili si sono affrontate anche in Italia a livello centrale e locale; in Piemonte l’amministrazione regionale ha scelto di adottare un approccio per garantire la Governance e poter affrontare al meglio questo periodo di cambiamento. Questo articolo descrive i i modelli adottati, i sistemi e l’architettura a livello locale, e le relazioni con il livello nazionale.
people mobility system and services public transport mobility as a service intermodality national access point NeTEx DATEXII