1. Contribution of Infrastructures upon Road Safety: Modeling and Regulation of Operating Vehicle Speeds Nicolas Hautière Marie-Line Gallenne

2. Overview Context and Motivations Range of Infrastructure-Based Solutions Underlying technical processes –Collection and update of road characteristics –Monitoring and modeling of road usage –Computation of adaptive speed limits Perspectives

3. Context and Motivations Speed enforcement led to a drastic reduction of accidents on the different road networks Inspection and audit procedures have been standardized at the EU level, but are restricted to main roads The proportion of accidents is increasing on the secondary road network Solutions must be found for this network which has the following particularities:  Vehicle dynamics more demanding  Less traffic density  Bigger diversity of vehicles: LV, HGV, PTW, bikes, agricultural vehicle, etc.

4. Range of Infrastructure-Based Solutions Road design and maintenance Static road signs VMS Embedded VMS Intrusive Interactive

5. Underlying Processes Diagnostic  Monitoring and modeling of road usage  Collection and update of road characteristics Operation  Detection of safety-critical events  Computation of relevant speed limits Regulation and standardization for deployment Photo credit: tasosk

6. Vehicle Infrastructure Integration The development of ITS offers a relevant solution for secondary road networks ITS allows interconnecting maintenance centers, OBU, sensors using ITS Stations (RSU).

7. Monitoring of Road Usage Instrumentation and measurement of trajectories Static devices, e.g. the OdT system: Instrumented vehicles Perspectives: data fusion between the different methods.

8. Collection and Update of Road Characteristics Today, data collection is performed by maintenance vehicles Tomorrow, the use of probe vehicles will emerge Development of cooperative Decision Support Systems (DSS)

9. Modeling of Road Usage Perspectives Deployment of reference speeds on a road network Update of posted speed limits Still open questions Only in normal conditions? Single speed? Pessimistic or realistic? Calibration of reference speed models, e.g. the SAVV model: Operation Data Speed estimated by SAVV model, V85th speed and legal speed limit Speed Curvilinear abscissa (m)

10. Toward adaptive speed limits Detection of Safety-Critical Events Development of in-vehicle or roadside devices, e.g. camera-based detection of rain or fog episodes Development of prediction models, e.g. water layer thickness (WLT) or skid resistance (SR) models

11. Speed computation –Solve speed to get a the same risk as in normal conditions Toward Adaptive Speed Limits Computation of Relevant Contextual Speeds Highway risk Probability of occurence x gravity risk Braking distance (m) Probability of fatal injury (%) Speed

12. Perspectives Advisory speed limits or standardized advisory speed limits? HMI? Traffic and vehicle class, Driver profile estimation Toward Adaptive Speed Limits Computation of Contextual Speeds Curvilinear abscissa (m) Speed Reference speed, advisory speed and stopping distance speed with reduced friction and visibility

13. Global System Overview

14. ITS Framework Architecture

15. Conclusion and Perspectives Validation of legal and adaptive speed limits computation tools on a panel of drivers Standardization and deployment on networks Agenda  2005-2010: Scientific foundations  2011: Technical consolidation  2012-2015: Deployment and validation at a medium scale  2015+: Standardization and deployment at bigger scale The DRAVIA project “Advanced Diagnostic of Networks for Relevant Speeds” Diagnostic de Réseau Avancé pour des VItesses Adaptées