Fraunhofer Institute for Wind Energy Systems
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Structural characterization and bioactivity profiling of the fungal peptaibiotic tolypin reveal protective effects against influenza viruses
Raw UHPLC‐MS/MS data for tolypin used in publication "Structural characterization and bioactivity profiling of the fungal peptaibiotic tolypin reveal protective effects against influenza viruses" Files are provided in Bruker format and in mzML format.This research was funded by the German Federal Ministry for Education and Research (BMBF) under the ASCRIBE program (grant number 01KI2024).For Bruker files DataAnalysis 5.3 or newer is needed
Wetterdaten des Fraunhofer Institute for Chemical Technology ICT in Pfinztal, Germany
The following data set contains meteorological data measured at the Fraunhofer Institute for Chemical Technology ICT in Pfinztal, Germany. The measured values are available with a resolution of 15 minutes and grouped by year. The measurements were taken with a certified WS700 weather station from Lufft. The individual measurements, their ranges and the corresponding units are described below.
The station is used at the ICT for monitoring weather conditions during outdoor experiments. Each day's measurements are automatically stored as individual csv files on a data server. A manual download of the data sets took place on 06.06.2024. For better usability, the individual measurements were combined into a single dataset for an entire year. This was done using a Python script.Detail information: see included document "Metadata weather data ICT
Interlaminar Shear Strength (ILSS) test results for aged Aluminium-CFRP (thermoplastic) hybrid specimens
Test data for interlaminar shear strength (ILSS) tests conducted as per DIN EN ISO 14130 on Aluminium-CFRP hybrid specimens. The specimens were manufactured by bonding Aluminium plate and thermoplastic CFRP tapes together in a hot press process. An adhesion promoter was applied on the Aluminium surface to facilitate bonding process. The hybrid material plates such manufactured were then conditioned in a cyclic climatic test according to standard PV1200. Finally the specimens were cut in standard sizes with water jet cutting and tested for their interlaminar shear strength.The research leading to these results has received funding from the Horizon EU Programme under grant agreement No. 101069600 and UKRI grant agreements No. 10047227 and No.10047305 (SALIENT Project)
Messdaten zur Bestimmung der ferromagnetischen Hysterese an 20MnMoNi5-5 und 22NiMoCr3-7 im Rayleigh-Regime
Die Daten entsprechen den zugrundeliegenden Messdaten der Veröffentlichung Thieltges, S., Youssef, S. & Hartmann, U. Reconstruction of the Ferromagnetic Hysteresis in the Rayleigh Regime by Means of Impedance Analysis of the Excitation Coil. J Nondestruct Eval 43, 37 (2024) nach dem darin beschriebenen experimentellen Aufbau.Die Daten wurden mit einem Oszilloskop des Typ LeCroy HDO6104A. An Kanal 1 (Dateien beginnend mit F2) wurde die Magnetisierungsspannung, an Kanal 2 (Dateien beginnend mit F3) der Magnetisierungsstrom und an Kanal 3 (Dateien beginnend mit F4) die PUC-Spannung gemessen.Es wurden zwei Werkstoffe untersucht. 22NiMoCr3-7 und 20MnMoNi5-5. Für jeden Werkstoff lagen jeweils vier plastisch deformierte Zugproben vor. Die eingestellten Dehnstufen waren 0%, 0.82%, 2% und 4%.Der jeweilige Dateiname enthält die Infromation, unter welcher Anregungsfreuenz die Messung durchgeführt wurde. Die Anregungsamplitude wurde über alle Versuche konstant gehalten
Dataset for AI-assisted classification of damaged saw blades on a miter saw using microphone, accelerometer and ultrasonic data
A miter saw was equipped with a sensor node consisting of a wideband MEMS microphone, an accelerometer and an ultrasound transducer. Data has been collected for 4 different saw blades: two different sharp blades, one blunt and one demolished. There is reference data measured when the saw it off and when the saw is actively rotating, but not inside wood. The sawing data consists of dataset with narrow and wide wooden laths.Eine Kappsäge wurde mit einem Sensorknoten aus Mikrofon, Accelerometer und Ultraschallsender ausgestattet. Es wurde Daten für 4 unterschiedliche Sägeblätter gesammelt: 2 neue, scharfe Blätter, 1 stumpfes und 1 durch einen Hammer demoliertes. Es wurden Referenzdaten für den Fall, dass die Säge aus ist und für den Fall, dass sich die Säge in der Luft dreht. Weiter wurden Schnitte an dünnen und breiten Holzlatten durchgeführt
BlessemFlood21: Advancing Flood Analysis with a high-resolution georeferenced dataset for humanitarian aid support
Flooding is an increasingly common global threat, causing emergencies and severe damage to infrastructure.
During crises, organisations like the World Food Programme use remotely sensed images, typically obtained through drones, for rapid situational analysis to plan life-saving actions.
Computer Vision tools are needed to support task force experts on-site in the evaluation
of the imagery to improve their efficiency and to allocate resources strategically.
We introduce the BlessemFlood21 dataset to stimulate research on efficient flood detection tools.
The imagery was acquired during the 2021 Erftstadt-Blessem flooding event and
consists of high-resolution and georeferenced RGB-NIR images. In the resulting RGB dataset
the images are supplemented with detailed water masks, obtained via a semi-supervised human-in-the-loop technique, where in particular the NIR information is leveraged to classify pixels as either water or non-water.
We evaluate our dataset by training and testing established Deep Learning models for semantic segmentation. We provide with BlessemFlood21 labelled high-resolution RGB data and a baseline for further development of algorithmic solutions tailored to floodwater detection in RGB imagery
LIDAR-Anwendung für datenübergreifende Integration und Diversität
The LUCID Dataset consists of labeled data for 100~scenarios with about 1.1h of drive time, 40.000 frames and 500.000 bounding boxes and will be publicly available from now. We employed the Eclipse MOSAIC simulation framework in conjunction with the SUMO simulator for routes and traffic densities as well as CARLA for simulation of sophisticated LIDAR sensors and environments.The LUCID Dataset follows the well-known KITTI formatting, facilitating the reuse of existing tools. The dataset is provided as zip files and organized into the following sub-folders:
Sub-folder Description
calib Calibration information for image rectification
imu Transformation matrix for IMU coordinates to world coordinates
label Labeled objects of different classes in this frame
lidar Actual LiDAR point clouds in this frame (named velodyne in KITTI)
More information could be found here: https://dcaiti.com/s/lucid-datase
Fretting Daten unterschiedlicher Materialien und chemische Analyse der Triboschicht mittels XPS und Raman
Der Datensatz enthält die ausgewerteten Ergebnisse von mehreren Frettingexperimenten mit verschieden Materialpaarungen. Außerdem enthalten sind chemische Analysen der gelaufenen Proben. Von jeder Metallpaarung gibt es eine XPS-Analyse der Reibpartner neben und in der Verschleißspur. Von einer Polymerprobe gibt es Daten zu je einer Ramanmessung in und neben der Verschleißspur.The data set contains the analysed results of several fretting experiments with different material pairings. Chemical analyses of the worn samples are also included. For each metal pairing there is an XPS analysis of the friction partners inside and outside of the wear track. For one polymer sample, there is data of Raman measurements inside and outside of the wear track.Projektträger Jülich Forschungszentrum Jülich, Projektträger für das BMWKDie Daten liegen im csv Format vor.The data is in csv format
Messdaten - Referenzelektroden in einer segmentierten Along the Channel PEM-Wasser-Elektrolysezelle
This data set implies measurement data of two measurements done with laser ablation reference electrodes in a segmented Along the Channel cell for PEM water electrolysis.The data is saved as .txt-files including test cell and test bench dat