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This work presents the Multi-Bees-Tracker (MBT3D) algorithm, a Python framework implementing a deep association tracker for Tracking-By-Detection, to address the challenging task of tracking flight paths of bumblebees in a social group. While tracking algorithms for bumblebees exist, they often come with intensive restrictions, such as the need for sufficient lighting, high contrast between the animal and background, absence of occlusion, significant user input, etc. Tracking flight paths of bumblebees in a social group is challenging. They suddenly adjust movements and change their appearance during different wing beat states while exhibiting significant similarities in their individual appearance. The MBT3D tracker, developed in this research, is an adaptation of an existing ant tracking algorithm for bumblebee tracking. It incorporates an offline trained appearance descriptor along with a Kalman Filter for appearance and motion matching. Different detector architectures for upstream detections (You Only Look Once (YOLOv5), Faster Region Proposal Convolutional Neural Network (Faster R-CNN), and RetinaNet) are investigated in a comparative study to optimize performance. The detection models were trained on a dataset containing 11359 labeled bumblebee images. YOLOv5 reaches an Average Precision of AP = 53, 8%, Faster R-CNN achieves AP = 45, 3% and RetinaNet AP = 38, 4% on the bumblebee validation dataset, which consists of 1323 labeled bumblebee images. The tracker’s appearance model is trained on 144 samples. The tracker (with Faster R-CNN detections) reaches a Multiple Object Tracking Accuracy MOTA = 93, 5% and a Multiple Object Tracking Precision MOTP = 75, 6% on a validation dataset containing 2000 images, competing with state-of-the-art computer vision methods. The framework allows reliable tracking of different bumblebees in the same video stream with rarely occurring identity switches (IDS). MBT3D has much lower IDS than other commonly used algorithms, with one of the lowest false positive rates, competing with state-of-the-art animal tracking algorithms. The developed framework reconstructs the 3-dimensional (3D) flight paths of the bumblebees by triangulation. It also handles and compares two alternative stereo camera pairs if desired.
Anti-bias trainings are increasingly demanded and practiced in academia and industry to increase employees’ sensitivity to discrimination, racism, and diversity. Under the heading of “Diversity Management”, anti-bias trainings are mainly offered as one-off workshops intending to raise awareness of unconscious biases, create a diversity-affirming corporate culture, awake awareness of the potential of diversity, and ultimately enable the reflection of diversity in development processes. However, coming from childhood education, research and scientific articles on the sustainable effectiveness of anti-bias in adulthood, especially in academia, are very scarce. In order to fill this research gap, the paper explores how sustainable the effects of individual anti-bias trainings on the behavior of participants are. In order to investigate this, participant observation in a qualitative pre-post setting was conducted, analyzing anti-bias trainings in an academic context. Two observers actively participated in the training sessions and documented the activities and reflection processes of the participants. Overall, the results question the effectiveness of single anti-bias trainings and show that a target-group adaptive approach is mandatory due to the background of the approach in early childhood education. Therefore, it can be concluded that anti-bias work needs to be adapted to the target group’s needs and reality of life. Furthermore, the study reveals that single anti-bias trainings must be embedded in a holistic diversity management approach to stimulate sustainable reflection processes among the target group. This paper is one of the first to scientifically evaluate anti-bias training effectiveness, especially in engineering sciences and the university context.
The complex questions of today for a world of tomorrow are characterized by their global impact. Solutions must therefore not only be sustainable in the sense of the three pillars of sustainability (economic, environmental, and social) but must also function globally. This goes hand in hand with the need for intercultural acceptance of developed services and products. To achieve this, engineers, as the problem solvers of the future, must be able to work in intercultural teams on appropriate solutions, and be sensitive to intercultural perspectives. To equip the engineers of the future with the so-called future skills, teaching concepts are needed in which students can acquire these methods and competencies in application-oriented formats. The presented course "Applying Design Thinking - Sustainability, Innovation and Interculturality" was developed to teach future skills from the competency areas Digital Key Competencies, Classical Competencies and Transformative Competencies. The CDIO Standard 3.0, in particular the standards 5, 6, 7 and 8, was used as a guideline. The course aims to prepare engineering students from different disciplines and cultures for their future work in an international environment by combining a digital teaching format with an interdisciplinary, transdisciplinary and intercultural setting for solving sustainability challenges. The innovative moment lies in the digital application of design thinking and the inclusion of intercultural as well as trans- and interdisciplinary perspectives in innovation development processes. In this paper, the concept of the course will be presented in detail and the particularities of a digital implementation of design thinking will be addressed. Subsequently, the potentials and challenges will be reflected and practical advice for integrating design thinking in engineering education will be given.
Achieving the 17 Sustainable Development Goals (SDGs) set by the United Nations (UN) in 2015 requires global collaboration between different stakeholders. Industry, and in particular engineers who shape industrial developments, have a special role to play as they are confronted with the responsibility to holistically reflect sustainability in industrial processes. This means that, in addition to the technical specifications, engineers must also question the effects of their own actions on an ecological, economic and social level in order to ensure sustainable action and contribute to the achievement of the SDGs. However, this requires competencies that enable engineers to apply all three pillars of sustainability to their own field of activity and to understand the global impact of industrial processes. In this context, it is relevant to understand how industry already reflects sustainability and to identify competences needed for sustainable development.
Vita ist ein Produkt zur Unterstützung von Physiotherapie und Rehabilitation für moderne digitale Profis. Es hilft beim Aufspüren und Erkennen von Haltungsfehlern und gibt positives und sinnvolles Feedback. Ziel des Feedbacks ist es, ein Gefühl des Vertrauens in den Genesungsprozess zu schaffen und durch die Nachahmung der menschlichen Berührung neue, positive Haltungsgewohnheiten zu entwickeln und zu kultivieren.
Despite the challenges of pioneering molten salt towers (MST), it remains the leading technology in central receiver power plants today, thanks to cost effective storage integration and high cost reduction potential. The limited controllability in volatile solar conditions can cause significant losses, which are difficult to estimate without comprehensive modeling [1]. This paper presents a Methodology to generate predictions of the dynamic behavior of the receiver system as part of an operating assistance system (OAS). Based on this, it delivers proposals if and when to drain and refill the receiver during a cloudy period in order maximize the net yield and quantifies the amount of net electricity gained by this. After prior analysis with a detailed dynamic two-phase model of the entire receiver system, two different reduced modeling approaches where developed and implemented in the OAS. A tailored decision algorithm utilizes both models to deliver the desired predictions efficiently and with appropriate accuracy.
To fulfil the CO2 emission reduction targets of the European Union (EU), heavy-duty (HD) trucks need to operate 15% more efficiently by 2025 and 30% by 2030. Their electrification is necessary as conventional HD trucks are already optimized for the long-haul application. The resulting hybrid electric vehicle (HEV) truck gains most of the fuel saving potential by the recuperation of potential energy and its consecutive utilization. The key to utilizing the full potential of HEV-HD trucks is to maximize the amount of recuperated energy and ensure its intelligent usage while keeping the operating point of the internal combustion engine as efficient as possible. To achieve this goal, an intelligent energy management strategy (EMS) based on ECMS is developed for a parallel HEV-HD truck which uses predictive discharge of the battery and adaptive operating strategy regarding the height profile and the vehicle mass. The presented EMS can reproduce the global optimal operating strategy over long phases and lead to a fuel saving potential of up to 2% compared with a heuristic strategy. Furthermore, the fuel saving potential is correlated with the investigated boundary conditions to deepen the understanding of the impact of intelligent EMS for HEV-HD trucks.
Modern implementations of driver assistance systems are evolving from a pure driver assistance to a independently acting automation system. Still these systems are not covering the full vehicle usage range, also called operational design domain, which require the human driver as fall-back mechanism. Transition of control and potential minimum risk manoeuvres are currently research topics and will bridge the gap until full autonomous vehicles are available. The authors showed in a demonstration that the transition of control mechanisms can be further improved by usage of communication technology. Receiving the incident type and position information by usage of standardised vehicle to everything (V2X) messages can improve the driver safety and comfort level. The connected and automated vehicle’s software framework can take this information to plan areas where the driver should take back control by initiating a transition of control which can be followed by a minimum risk manoeuvre in case of an unresponsive driver. This transition of control has been implemented in a test vehicle and was presented to the public during the IEEE IV2022 (IEEE Intelligent Vehicle Symposium) in Aachen, Germany.
The integration of high temperature thermal energy storages into existing conventional power plants can help to reduce the CO2 emissions of those plants and lead to lower capital expenditures for building energy storage systems, due to the use of synergy effects [1]. One possibility to implement that, is a molten salt storage system with a powerful power-to-heat unit. This paper presents two possible control concepts for the startup of the charging system of such a facility. The procedures are implemented in a detailed dynamic process model. The performance and safety regarding the film temperatures at heat transmitting surfaces are investigated in the process simulations. To improve the accuracy in predicting the film temperatures, CFD simulations of the electrical heater are carried out and the results are merged with the dynamic model. The results show that both investigated control concepts are safe regarding the temperature limits. The gradient controlled startup performed better than the temperature-controlled startup. Nevertheless, there are several uncertainties that need to be investigated further.
Der Uni-Cup ist ein Amateur Eishockey Turnier der RWTH Aachen. Es treten Studierende und Professor:innen gegeneinander an. Ausgetragen wurde das Turnier vor etwa 2.500 Zuschauern in der 100,5 Arena am Tivoli. Um das Event einer breiteren Masse zugänglich zu machen, wurde dort im Rahmen der Bachelorarbeit erstmals eine Live Übertragung produziert. Das Ziel dabei war es, eine möglichst professionelle und unterhaltsame Show zu kreieren.
„Keine Schmerzen in der Regel“ : Aufklärungskampagne zur Früherkennung der Krankheit Endometriose
(2023)
Jede zehnte Frau hat Endometriose. Hierbei entstehen Zysten und Entzündungen, welche sich beispielsweise an den Eierstöcken ansiedeln können. Wie kann es also sein, dass so viele noch nie was von dieser Erkrankung gehört haben? Mit der online Aufklärungskampagne „ Keine Schmerzen in der Regel“ soll sich das ändern. In vielen Fällen werden Beschwerden der Endometriose fälschlicherweise als normale Menstruationsbeschwerden abgetan. Die Differenzierung zwischen normal und nicht normal misslingt. Die Aufmerksamkeit von Mädchen und Frauen, die sich in den nicht normalen Aspekten wiederfinden, soll erregt werden. Dafür werden vier Symptome visualisiert und gegenübergestellt. Zusätzlich bietet ein Schnellcheck weitere Informationen. Diese Kampagne soll dem Problem der Unbekanntheit von Endometriose entgegenwirken und ein gesellschaftliches Bewusstsein für sie schaffen.
"News Flow" Nachrichten- und Informationsprozesse im digitalen Wandel. In der digitalen Welt sind wir von Informationen aus unterschiedlichen Medien umgeben. Die ständige Verfügbarkeit führt zu Überforderung und Orientierungslosigkeit. Junge Menschen bevorzugen Streaming und Social Media gegenüber traditionellen Nachrichten. Angesichts globaler Krisen und Desinformation sind innovative Lösungen wichtig, um den Informationsfluss zu verbessern. "News Flow" ist eine digitale Anwendung für Alternativen des Nachrichtenkonsums. Sie berücksichtigt individuelle Bedürfnisse und nutzt moderne Technologien. Durch die visuelle Vermittlung wird das Interesse an Nachrichten gesteigert und junge Zielgruppen angesprochen. Diese Arbeit stellt sich den Herausforderungen des digitalen Wandels im Nachrichtenbereich und eröffnet eine neue Perspektive auf den Nachrichtenkonsum.
Wir werden alle eines Tages sterben. Obwohl – oder gerade weil – der Tod ein unausweichlicher Teil unseres Lebens ist, schreckt uns die Konversation über ihn und all seine Facetten ab, und die Furcht vor unserem eventuellen Ende bleibt bestehen. Jene Ehrfurcht hindert uns daran, das Ableben als mehr als nur den deprimierenden finalen Abschnitt unseres Seins zu betrachten. In ""Death & Decay"" wird sich mit den weniger bekannten Seiten des Todes auseinandergesetzt, denn das Ende unserer Existenz ist nicht gleich das Ende unserer Geschichte. Von kultureller Symbolik bis zu Tod unter unüblichen Umständen – ""Death & Decay"" nimmt Sie mit die Seiten des Todes kennenzulernen, die den meisten verborgen bleiben oder mit denen wir nie rechnen würden.
Das Fußballtrikot – Arbeitsbekleidung, Identifikationsmerkmal, Distinktionsmerkmal? Was ist das Fußballtrikot, was sind seine identitätsstiftenden Merkmale und welche Gestaltungsparameter prägen sein heutiges Aussehen? In dieser Publikation wird die Geschichte des Trikots ebenso wie die äußeren Einflüsse auf sein heutiges Erscheinungsbild dokumentiert und analysiert. Die Publikation definiert die verschiedenen Gestaltungsparameter, erläutert diese und ordnet sie ein. Ebenso wird ein Einblick in den kreativen Gestaltungsprozess von Fußballtrikots gewährt. Das Ziel dieser Publikation besteht darin, das Erscheinungsbild von Trikots zu verstehen und eine kritische Reflexion darüber zu ermöglichen, wie das Fußballtrikot individuell definiert wird.
This study describes the development of a new combined polysaccharide-matrix-based technology for the immobilization of Lactobacillus rhamnosus GG (LGG) bacteria in biofilm form. The new composition allows for delivering the bacteria to the digestive tract in a manner that improves their robustness compared with planktonic cells and released biofilm cells. Granules consisting of a polysaccharide matrix with probiotic biofilms (PMPB) with high cell density (>9 log CFU/g) were obtained by immobilization in the optimized nutrient medium. Successful probiotic loading was confirmed by fluorescence microscopy and scanning electron microscopy. The developed prebiotic polysaccharide matrix significantly enhanced LGG viability under acidic (pH 2.0) and bile salt (0.3%) stress conditions. Enzymatic extract of feces, mimicking colon fluid in terms of cellulase activity, was used to evaluate the intestinal release of probiotics. PMPB granules showed the ability to gradually release a large number of viable LGG cells in the model colon fluid. In vivo, the oral administration of PMPB granules in rats resulted in the successful release of probiotics in the colon environment. The biofilm-forming incubation method of immobilization on a complex polysaccharide matrix tested in this study has shown high efficacy and promising potential for the development of innovative biotechnologies.
Ambitious climate targets affect the competitiveness of industries in the international market. To prevent such industries from moving to other countries in the wake of increased climate protection efforts, cost adjustments may become necessary. Their design requires knowledge of country-specific production costs. Here, we present country-specific cost figures for different production routes of steel, paying particular attention to transportation costs. The data can be used in floor price models aiming to assess the competitiveness of different steel production routes in different countries (Rübbelke, 2022).
Motile cilia are hair-like cell extensions that beat periodically to generate fluid flow along various epithelial tissues within the body. In dense multiciliated carpets, cilia were shown to exhibit a remarkable coordination of their beat in the form of traveling metachronal waves, a phenomenon which supposedly enhances fluid transport. Yet, how cilia coordinate their regular beat in multiciliated epithelia to move fluids remains insufficiently understood, particularly due to lack of rigorous quantification. We combine experiments, novel analysis tools, and theory to address this knowledge gap. To investigate collective dynamics of cilia, we studied zebrafish multiciliated epithelia in the nose and the brain. We focused mainly on the zebrafish nose, due to its conserved properties with other ciliated tissues and its superior accessibility for non-invasive imaging. We revealed that cilia are synchronized only locally and that the size of local synchronization domains increases with the viscosity of the surrounding medium. Even though synchronization is local only, we observed global patterns of traveling metachronal waves across the zebrafish multiciliated epithelium. Intriguingly, these global wave direction patterns are conserved across individual fish, but different for left and right noses, unveiling a chiral asymmetry of metachronal coordination. To understand the implications of synchronization for fluid pumping, we used a computational model of a regular array of cilia. We found that local metachronal synchronization prevents steric collisions, i.e., cilia colliding with each other, and improves fluid pumping in dense cilia carpets, but hardly affects the direction of fluid flow. In conclusion, we show that local synchronization together with tissue-scale cilia alignment coincide and generate metachronal wave patterns in multiciliated epithelia, which enhance their physiological function of fluid pumping.
Film ab! Das Internationale Trickfilm-Festival Stuttgart ist seit 30 Jahren ein fester Bestandteil der internationalen Film- und Animations-Branche und zählt zu einer der renommiertesten Veranstaltungen. Das Festival ist ein Ort der Inspiration und des Austausches – die neusten Animationsfilme werden hier präsentiert, junge Talente entdeckt und gefördert. Im Fokus des neugestalteten Corporate Design steht die eigens entwickelte Schrift, welche den einzigartigen Charakter des Festivals widerspiegelt und so zum Trickfilm der Typografie wird. Das medienübergreifende Erscheinungsbild, in animierter oder statischer Form, kommuniziert so die qualitativ hochwertigen Inhalte des Festivals. Durch die dynamische und plakative Gestaltung wird das Festival zu einem unvergesslichen Erlebnis für alle Besucher:innen.
Germany is a frontrunner in setting frameworks for the transition to a low-carbon system. The mobility sector plays a significant role in this shift, affecting different people and groups on multiple levels. Without acceptance from these stakeholders, emission targets are out of reach. This research analyzes how the heterogeneous preferences of various stakeholders align with the transformation of the mobility sector, looking at the extent to which the German transformation paths are supported and where stakeholders are located.
Under the research objective of comparing stakeholders' preferences to identify which car segments require additional support for a successful climate transition, a status quo of stakeholders and car performance criteria is the foundation for the analysis. Stakeholders' hidden preferences hinder the derivation of criteria weightings from stakeholders; therefore, a ranking from observed preferences is used. This study's inverse multi-criteria decision analysis means that weightings can be predicted and used together with a recalibrated performance matrix to explore future preferences toward car segments.
Results show that stakeholders prefer medium-sized cars, with the trend pointing towards the increased potential for alternative propulsion technologies and electrified vehicles. These insights can guide the improved targeting of policy supporting the energy and mobility transformation. Additionally, the method proposed in this work can fully handle subjective approaches while incorporating a priori information. A software implementation of the proposed method completes this work and is made publicly available.
Das Multimar Wattforum ist das größte Informationszentrum zum Thema Wattenmeer in Deutschland. Auf über 3000 Quadratmetern können große und kleine Besucher:innen eine interaktive Ausstellung über Wale, Watt und Weltnaturerbe bestaunen. Das Wattenmeer ist ein ganz besonderer Lebensraum und bietet vielen Lebewesen Zuflucht. Es wird durch die Gezeiten geprägt, bei Ebbe trocken und der Sonne ausgesetzt, bei Flut nass und salzig. Das neue Erscheinungsbild für das Multimar Wattforum soll die zentralen Werte und Alleinstellungsmerkmale hervorheben und dem Informationszentrum helfen, seiner Aufgabe als bildende, wissenschaftliche und schützende Einrichtung gerecht zu werden. So wurde ein einheitliches und skalierbares Erscheinungsbild und eine flexible Bild- und Wortmarke entwickel