Work

Multi-model based behaviour analysis for inclusive mobility

Year: 2024

Type: article

Abstract: \nThe paper proposes an original approach based on holistic and specific models of human or technical behaviors. Holistic models concern generic behaviors that can be achieved by different human or technical decision-makers and specific models represent individual behaviors of a given human or technical decision-maker. They are modelled with Petri nets and Faults trees. The analysis of combinations between these models generates scenarios that can affect inclusive mobility in terms of human health, system safety or fluidity of mobility. These scenarios are represented with cause trees and simulated with the MissRail® platform to validate their feasibility. They involve behaviors of road users like pedestrians, car or train drivers and of Artificial Intelligence based systems like an Adaptive Cruise Control or a Lane-Keeping Assist.\n

Source: Springer Link (Chiba Institute of Technology)

DOI: 10.1051/itmconf/20246903008/pdf

Authors: Frédéric Vanderhaegen, Philippe Richard

Institutions: Centre National de la Recherche Scientifique, Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et Humaines, INSA Hauts-de-France, Université de Valenciennes et du Hainaut-Cambrésis, Université Polytechnique Hauts-de-France, Railenium

Language: English

Topic: Traffic and Road Safety

Subfield: Safety, Risk, Reliability and Quality

Field: Engineering

Domain: Physical Sciences

SDGs: Sustainable cities and communities, Industry, innovation and infrastructure

Open Access status: green

OpenAlex ID: W6922043758

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