Virtual Assessment to enable safe Automated Driving

Thema:
Smart vehicles
3 August 2021

TNO, Siemens DISW and Itility have started a TKI project to develop and demonstrate the use of virtual simulations for the safety assessment of Connected Automated Driving (CAD) systems. Case-by-case testing of individual functions of CAD systems is no longer sufficient to ensure operational safety on the road. This project enables Virtual Assessment of CAD systems using simulations of a large variety of tests based on TNO’s StreetWise technology.

TNO Transport connected automated driving

Technological innovations in road mobility systems follow each other in rapid succession. Fast advances are made in digitalization which allows for further connecting vehicles and infrastructure, and increased possibilities for cooperative mobility solutions.

In this way, automation solutions become increasingly complex and driving functions become more and more integrated. Currently, systems enter the market in the passenger car domain, that are able to completely take over control of the human driver for part of the trip. A new UN-ECE regulation dealing with ALKS (advanced lane keeping system) under conditions allows drivers to take their hands off the steering wheel and their eyes off the road during such driving phases!

National vehicle authorities (such as RDW) are asked to allow such vehicles onto the public road. However, an appropriate system for type approval of such innovative vehicles is not yet in place. Also consumer organizations such as Euro NCAP, that provide a safety rating to new passenger cars entering the market, have difficulty in providing a proper safety assessment of vehicles because the integration of functions and the increased automation, require an ever increasing number of tests to appropriately cover the operational design domain of these new cars.

TNO Transport connected automated driving

Over the last years, TNO has developed a methodology, StreetWise, to build and maintain a real-world scenario database, suitable for testing and validation of CAD systems. Currently, StreetWise provides a solution on how to identify, parameterize and characterize scenarios from object-level in-vehicle sensor data provided from a fleet of vehicles driving on public roads.

In this TKI project, StreetWise+, TNO extends this method to identify and characterize scenarios using roadside based camera systems. Moreover, TNO will integrate the effects of communication signals in the scenario definition, to accommodate assessment of communication-based automated systems, such as C-ACC (platooning), C-AEB (communication enhanced autonomous emergency braking), or Intelligent Speed Adaptation (ISA) functionality. Furthermore, TNO will extend the scenario models to allow multiple interacting actors to be part of the description of complex scenarios.

Siemens DISWwill use Simcenter Prescan and HEEDS to run a large variety of virtual tests resulting from the StreetWise methodology. The aim is to demonstrate virtual testing and safety assessment for the use case of a combined function of Advanced Cruise Control (ACC) and Intelligent Speed Assist (ISA) to relevant stakeholders.

Itility will ensure efficient cloud-based data processing, and will develop a data stream quality check using their expertise in anomaly detection methods. Working closely together with TNO and Siemens DISW data scientists and software engineers, Itility will support the development of the statistical driver models and relevant APIs.

As the research proposed in this project has a good match with the HTSM Automotive Roadmap, the project received TKI funding. The project will run until December 2022.

Get inspired

16 resultaten, getoond 1 t/m 5

TNO and TECNALIA collaborate on Digital Twins for Smart & Sustainable Cities

Informatietype:
News
20 January 2023

TNO and TECNALIA Research & Innovation from Spain have announced a new cooperation agreement to establish a strategic partnership in applied research for smart and sustainable cities, mobility and enabling technologies, in particular Local Digital Twins. Representatives of both organisations signed a Memorandum of Understanding to this effect in Bilbao on 11th January 2023.

TNO and Torc Robotics collaborate to use real-world data for autonomous truck validation

Informatietype:
News
10 November 2022

TNO announced a strategic collaboration with Torc Robotics, an independent subsidiary of Daimler Trucks. They are working together to substantiate the safety of self-driving trucks using scenario-based safety validation. TNO’s StreetWise, a safety validation methodology based on a real-world scenario database, provides a large collection of “driving events.” The methodology is designed to test and validate autonomous driving systems’ performance according to the latest safety requirements.

Data driven logistics: the future of logistics

Informatietype:
Article

Sharing data in the logistics sector offers great advantages. We develop tools to emphasize the usefulness and necessity of Data Driven Logistics.

Open call for European SMES and start-ups

Informatietype:
News
15 June 2022
InterConnect launches open call for European SMES and start-ups to develop interoperable prototypes that support the digitisation of the European electricity sector.

How do we steer automated driving in the right direction?

Informatietype:
Article
Can automatic driving contribute to cleaner, more safe and more efficient mobility? With knowledge and models, we help to make the right choices.