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This deliverable defines the process and methodology to develop travel choice models based on preference data elicited through a structured survey.
To collect data for creating and calibrating travel choice models, a travel behaviour survey was designed to determine how the introduction of new services, the new traffic management strategies or the alteration of strategic goals in a city may affect travellers’ choices. Based on the collected sample, parametric (Multinomial Logit) and machine learning (Random Forest) models have been developed to predict the mode choice in an aggregated way. Overall, this study’s findings aim to provide a basis for forecasting long-term demand shifts and provides valuable insights into travel mode choice which can inform future urban mobility planning efforts.
The state-of-the-art provides an overview of what has been done in the field of traffic state predictions and simulations and what should be further explored. The results of this exploration will provide the base for the development of the techniques for the remaining tasks of this WP.
The definition of classifications schemes to evaluate the maturity, readiness or support infrastructures can provide for Connected, Cooperative, and Automated Mobility is essential to inform end-users, assist
operators, aid authorities and policymakers in planning, and manage infrastructure.
This deliverable introduces the relevancy of smart infrastructure classifications based on a literature review, shares best practices and identifies relevant requirements. It showcases TANGENT’s own smart infrastructure classification, the Smart Infrastructure Classification Index (SICI), laying out the TANGENT classification categories, its evaluation criteria, and its integration into the TANGENT’s platform. It presents the evaluation process of each SICI category, by providing a detailed list of evaluation criteria for each of the items in each of the categories. Finally, this deliverable introduces how the consortium will implement SICI in TANGENT’s integrated platform.
This deliverable (DCP) is TANGENT’s guiding document for all activities related to the promotion and visibility of the project, the flow of results and benefits to the public and the transfer of outcomes and lessons learnt to leading experts.