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Institut
- Abteilung Straßenbautechnik (45) (entfernen)
Bewertung der strukturellen Substanz für die systematische Erhaltungsplanung von Betonfahrbahndecken
(2017)
"Mobilität ist die zentrale Vorrausetzung für wirtschaftliches Wachstum, Beschäftigung und Teilhabe des Einzelnen am gesellschaftlichen Leben". Dieser Leitsatz des BMVI setzt eine intakte und funktionierende Infrastruktur voraus. Im Kontext mit dem Investitionshochlauf in den nächsten Jahren ist das Bundesfernstraßennetz insbesondere ein netzbezogenes systematisches Vorgehen im Rahmen der Baulichen Erhaltung von Relevanz. Bei der Planung von Erneuerungsmaßnahmen ist dabei die Kenntnis über den Zustand der strukturellen Substanz und deren langfristige Entwicklung von zentraler Bedeutung. Nachfolgend wird ein Verfahren vorgestellt, das die mechanisch und statisch abgesicherte Bewertung und Prognose der strukturellen Substanz von Betonfahrbahndecken ermöglicht. Zudem werden die Anwendung und das Vorgehen anhand eines Praxisbeispiels aufgezeigt.
Road condition acquisition and assessment are the key to guarantee their permanent availability. In order to maintain a country's whole road network, millions of high-resolution images have to be analyzed annually. Currently, this requires cost and time excessive manual labor. We aim to automate this process to a high degree by applying deep neural networks. Such networks need a lot of data to be trained successfully, which are not publicly available at the moment. In this paper, we present the GAPs dataset, which is the first freely available pavement distress dataset of a size, large enough to train high-performing deep neural networks. It provides high quality images, recorded by a standardized process fulfilling German federal regulations, and detailed distress annotations. For the first time, this enables a fair comparison of research in this field. Furthermore, we present a first evaluation of the state of the art in pavement distress detection and an analysis of the effectiveness of state of the art regularization techniques on this dataset.
Dunkelfärbung der Betonfahrbahndecke im AKR-Kontext: Ursachenanalyse mit innovativer Prüftechnik
(2019)
Die AKR-Schadensevolution von Betonfahrbahndecken ist in der Anfangsphase durch eine Dunkelfärbung der Oberfläche im Fugenbereich gekennzeichnet. Es wird vermutet, dass eine erhöhte Durchfeuchtung der Betonrandzone ursächlich für diese Erscheinung ist. Vor diesem Hintergrund wurde exemplarisch eine Fahrbahnplatte eines repräsentativen Bundesautobahnabschnitts systematisch mit verschiedenartiger zerstörungsfreier Prüftechnik vor Ort untersucht. Die Ergebnisse der zunächst erfolgten großflächigen Durchmusterung mit Radar zeigen, dass in den Bereichen mit einer Dunkelfärbung der Betonfahrbahndecke erhöhte Laufzeiten der Radarimpulse zwischen der Oberfläche und der Rückseite der Betonfahrbahndecke auftreten, was auf eine erhöhte integrale Durchfeuchtung der Betonfahrbahndecke schließen lässt. Vertiefend durchgeführte NMR-Feuchtemessungen in der Betonrandzone zeigen eine gute Korrelation zwischen erhöhtem Feuchtegehalt und der dunkel gefärbten Fahrbahnoberfläche. Die Ergebnisse beider zerstörungsfreien Prüfmethoden lassen den Schluß zu, dass die Betonfahrbahndecke in der Nähe des Fugenkreuzes eine höhere Durchfeuchtung als im Bereich der Querscheinfuge aufweist. Die geringste Durchfeuchtung besitzt die Betonfahrbahndecke in der Plattenmitte. Die mit den zerstörungsfreien Prüfverfahren ermittelten Befunde stimmen prinzipiell gut mit den punktuell mittels Darr-Wäge-Verfahren an Bohrmehlproben gewonnenen Ergebnissen überein.
The Netherlands is on the way to change its existing skid resistance measuring method for its highway network from the Dutch RAW 72, a longitudinal force method, to the Sideway Force method. This method is described in the Technical Specification 15901-8 (SKM device) as well as 15901-6 (SCRIM device) and is in use in 9 European countries. The CEN TC 227 WG5 on Surface Characteristics is currently working on combining of these two technical Specifications into a European standard for Sideway-Force (SWF) measurement devices. The idea of this change in the Netherlands was perceived in 2013 and since then a lot of meetings have been held with the different Dutch decision makers as well as with countries which currently operate SWF devices. There was an intensive exchange of knowledge about these devices and their corresponding quality assurance systems, because the Netherlands wanted to incorporate and rely on an existing system of a neighbor country without losing their present level of quality. The Netherlands has therefore decided to incorporate the German SKM approach. The network monitoring with the new system will start in 2017. To ensure the quality of skid resistance measurements and further cooperation in this field, it has been decided to initiate an alliance between BASt and the Dutch road owner Rijkswaterstaat (RWS). This alliance will facilitate an exchange of research activities, calibration of the Dutch systems according to the existing German Standard as well as control measurements with a BASt-device on the Dutch network during the network monitoring. During 2016 also comparative measurements will be performed on a network level with the current Dutch device and with an SKM device to determine a conversion between the two and to be able to define new threshold values.
APT with the mobile load simulator MLS10 towards non-destructive pavement structural analysis
(2019)
In 2014 a research program has been started about non-destructive test methods to evaluate the structure of pavements. This task has been given to two research groups - first research group is led by RWTH Aachen University (Rheinisch-Westfälische Technische Hochschule) and the second by University of Siegen. This paper focuses on the initial findings of the running research program. The assessment of the existing infrastructure and its condition will be one of the main tasks during the next years in order to use the available budget for maintenance accurately and efficiently. Therefore, it is necessary to identify possible damages and examine their effects on the road construction. BASt (Federal Highway Research Institute) is using the Mobile Load Simulator MLS10 for accelerated pavement testing (APT) on different types of pavements. In addition to non-destructive test methods, sensors are applied to measure structural impacts. The overall objective of this research program is to develop a non-destructive test method that allows the calculation of the remaining life time and load cycles of pavements. To simulate realistic wheel loads in a short period of time the MLS10 on German full scale standard pavement constructions has been used. The first pavement test section was loaded with 3 x 10 high 6 50 kN wheel loads while the second, thinner pavement test section was loaded with 3 x 10 high 5 50 kN wheel loads. Both loads are equivalent to the pavement design load. Three different strategies have been used to analyze and monitor structural changes. The innovative measurements have been realized by the two research groups to collect data for their models. The RWTH Aachen collected data with twelve geophones aligned in a row parallel to the wheel path. The geophones measure the entire vertical deflection basin of the pavement surface that exists due to the passing real truck wheels. These measurements were done for different truck speeds and at different transverse distances to the wheel path. The University of Siegen collected data by using acceleration sensors on the surface of the road construction. After recording the data they were integrated into displacement signals and evaluated. Additionally to those measurements BASt used conventional equipment to monitor the pavement structure and surface characteristics. The measurements and evaluation tools used for the innovation program have a high potential to validate APT programs in the future. Based on this research it is possible to start further research activities to push the non-destructive evaluation of pavements structures - not only in APT - into an improved direction.