Conference Proceeding
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Author
- Christoph Butenweg (121)
- Jörg Wollert (81)
- Alexander Ferrein (56)
- Bernd Dachwald (53)
- Michael Josef Schöning (50)
- Daniel B. Bung (47)
- Ulf Herrmann (45)
- Bernhard Hoffschmidt (44)
- Markus Schleser (41)
- Carsten Braun (37)
- Cristiano José Teixeira Boura (32)
- Manfred Staat (31)
- Harald Funke (27)
- Thomas Ritz (27)
- Uwe Reisgen (27)
- Klemens Schwarzer (26)
- Joachim Göttsche (25)
- Mathias Eggert (25)
- Snjezana Gligorevic (25)
- Spiros Alexopoulos (24)
- Thorsten Ringbeck (24)
- Arshak Poghossian (23)
- Felix Finger (23)
- Lena Altherr (23)
- Stefan Schiffer (23)
- Andreas Gebhardt (22)
- Michael Meliß (22)
- Martin Wolf (21)
- Michael Bragard (20)
- Bodo Kraft (18)
- Christian Czarnecki (18)
- Isabel Kuperjans (18)
- Raphael Pfaff (18)
- Bernd Buxbaum (17)
- Gerhard Lakemeyer (16)
- Holger Heuermann (16)
- Nils Tippkötter (16)
- Peter F. Pelz (16)
- Rudolf Schwarte (16)
- Wolfgang Seboldt (16)
- Albert Zündorf (15)
- Cees Bil (15)
- Jan Thimo Grundmann (15)
- Konstantin Meskouris (15)
- Volker Schürmann (15)
- Daniel Valero (14)
- Patric Seefeldt (14)
- Anette Anthrakidis (13)
- Caroline Lange (13)
- Jan Keinz (13)
- Julia Rosin (13)
- Jörg Becker (13)
- Karsten Müller (13)
- Linda Steuer-Dankert (13)
- Marko Schuba (13)
- Stephan Kallweit (13)
- Thomas Esch (13)
- Alexander Kern (12)
- Bernd Döring (12)
- Falk Götten (12)
- Ingrid Scholl (12)
- Thomas Uibel (12)
- Alessandro Peloni (11)
- Andreas Bitz (11)
- Aurel Buda (11)
- Carmen Leicht-Scholten (11)
- Jessica Ulmer (11)
- Julia Kowalski (11)
- Michael Schnell (11)
- Sebastian Braun (11)
- Sven Klinkel (11)
- Torsten Wagner (11)
- [u.a.] (10)
- Andreas Vedral (10)
- Christian D. Grimm (10)
- Felix Hüning (10)
- Kirsten Albracht (10)
- Marko Marinković (10)
- Markus Sauerborn (10)
- Matteo Ceriotti (10)
- Oliver Schmidts (10)
- Ralf Knackstedt (10)
- Tom Spröwitz (10)
- Ansgar Kirsch (9)
- Atsushi Horikawa (9)
- Christian Faber (9)
- Christian Schwager (9)
- Dominik Quantius (9)
- Elisabet Wejmo (9)
- Etienne Dumont (9)
- Frank Späte (9)
- Ingo Elsen (9)
- Kaname Sasaki (9)
- Klaus Dilger (9)
- Mario Oertel (9)
- Mark Hellmanns (9)
- Mark Schmitz (9)
- Markus Feldmann (9)
- Miriam Barnat (9)
- Peter Spietz (9)
- Tim Niemueller (9)
- Ulrich Dilthey (9)
- Andreas Schlenkhoff (8)
- Chi-Tsun Cheng (8)
- Frederik Werner (8)
- Gerd Breitbach (8)
- Hans-Wilhelm Höfken (8)
- Heinz Berndt (8)
- Jens Biele (8)
- Jens Schoene (8)
- Johannes Riemann (8)
- Marc Havermann (8)
- Michael Ruffer (8)
- Miranda Fateri (8)
- Patrick Wagner (8)
- Ricardo Alexander Chico Caminos (8)
- Roy Lichtenheldt (8)
- Sinja Brandes (8)
- Thomas Kubalski (8)
- Tobias Weber (8)
- Torsten Schlurmann (8)
- Tra-Mi Ho (8)
- Waldemar Bauer (8)
- Andreas Gömmel (7)
- Christian Ziach (7)
- Christoph Gellert (7)
- Christoph Rau (7)
- Dirk Abel (7)
- Federico Cordero (7)
- Günther Schuh (7)
- Hans Kemper (7)
- Ivanka Pelivan (7)
- Johannes Alexander König (7)
- Johannes, Christoph Sattler (7)
- Karl-Heinz Schartner (7)
- Karsten Kusterer (7)
- Laura Thurn (7)
- M. Kazari (7)
- Maciej Sznajder (7)
- Marc Schreiber (7)
- Markus Kuhnhenne (7)
- Martin Pieper (7)
- Matthias Bäcker (7)
- Michael Reke (7)
- Nicolas Limpert (7)
- Nicole Schmitz (7)
- Okyay Altay (7)
- Peter Dahmann (7)
- Peter Schwarzbözl (7)
- Philipp Leise (7)
- R. Ulber (7)
- R. W. De Doncker (7)
- Ralf Frotscher (7)
- Rico Jahnke (7)
- Rolf Fritz Groß (7)
- Rostislav Chudoba (7)
- Sebastian Reuter (7)
- Sergio Montenegro (7)
- Siebo Reershemius (7)
- Stefan Böhm (7)
- Thomas Renger (7)
- Thorsten Ederer (7)
- Tobias Mikschl (7)
- Tobias Neumann (7)
- Eckardt Augenstein (6)
- Eugen Mikulz (6)
- Friederike Wolff (6)
- Gert-Peter Brüggemann (6)
- Heike Matcha (6)
- Horst-Peter Dören (6)
- Ilya Digel (6)
- J. Streckert (6)
- Jakob Strauch (6)
- Jin Park (6)
- Josef Ballmann (6)
- Jürgen Dersch (6)
- Malte Kob (6)
- Mattea Müller-Veggian (6)
- Michael Wahle (6)
- Ngoc Trinh Tran (6)
- Nils Beckmann (6)
- Norbert Toth (6)
- Philipp Kohl (6)
- Sabina Jeschke (6)
- T. Yoshinobu (6)
- Thomas Gries (6)
- Tim Niemüller (6)
- Tobias Frauenrath (6)
- A. Haj Ayed (5)
- A. Horikawa (5)
- A. Neskakis (5)
- Anke Fissabre (5)
- Aroj Bhattarai (5)
- Bjoern Braunstein (5)
- Britta Fuchs (5)
- Christian Krause (5)
- Christoph Rihacek (5)
- Christoph Schopp (5)
- Elmar Engels (5)
- Engelbert Plescher (5)
- Faraj Alhwarin (5)
- Georg Thierauf (5)
- Gerald Steinbauer (5)
- Heiko Engemann (5)
- Henry Price (5)
- J. Kitajima (5)
- Joachim P. Kloock (5)
- Johannes Christoph Sattler (5)
- Julian Schirra (5)
- K. Okada (5)
- Konstantin Kotliar (5)
- Kunio Okada (5)
- Lars Klöser (5)
- Lukas Reindl (5)
- M. Oertel (5)
- Markus Czupalla (5)
- Martina Ziefle (5)
- Mehdi Behbahani (5)
- Michael Keusgen (5)
- Michael Mistler (5)
- Miodrag Sajatovic (5)
- Oleg Mokrov (5)
- P. Hendrick (5)
- Pascal Schmitz (5)
- Ralf Boden (5)
- Robert Pitz-Paal (5)
- S. Schmitz (5)
- Sebastian Börner (5)
- Sebastian Damm (5)
- Steve Dowey (5)
- Sven Scheik (5)
- Tatsuo Yoshinobu (5)
- Thilo Röth (5)
- Thomas Bronder (5)
- Thoralf Niendorf (5)
- Timm Achenbach (5)
- V.W. Hansen (5)
- Wolfram Kuhlmann (5)
- Wolfram Pietsch (5)
- Zhanping Xu (5)
- Agnes Großmann (4)
- Alexander Jung (4)
- Alexander Koncz (4)
- Alexander Mertens (4)
- Andreas Ohndorf (4)
- Arash Sadeghfam (4)
- Axel Winkelmann (4)
- Barbara Fricke (4)
- Benjamin Gerhards (4)
- Bruce Kelly (4)
- Christian Drumm (4)
- Christian Schorn (4)
- Christina Huck (4)
- Chunsheng Wu (4)
- Daniel Goldbach (4)
- David Herčík (4)
- Eldar Sultanow (4)
- Elena Dumova-Jovanoska (4)
- F. Späte (4)
- Fabian Eichler (4)
- Frank Bensberg (4)
- Frank Janser (4)
- Georg Herdrich (4)
- Georg Herzwurm (4)
- Giulia Viavattene (4)
- Gunnar Auth (4)
- Hannah Dammers (4)
- Hans Joachim Blaß (4)
- Hans-Jürgen Raatschen (4)
- Hartwig Höcker (4)
- Helmut Alt (4)
- Horst-Guenther Heinol (4)
- Iain Moore (4)
- J. Andersson (4)
- Jan Oberländer (4)
- Jan-Christoph Arent (4)
- Jonas Ludowicy (4)
- Julia Kessler (4)
- Jörg Kreyer (4)
- K. Kusterer (4)
- Klaus-Peter Dielmann (4)
- M. Schmitz (4)
- Manfred Enning (4)
- Manfred Wirsum (4)
- Marcel Heddier (4)
- Marko Marinkovic (4)
- Matthew Marino (4)
- N. Ahlbrink (4)
- Nicolae Balc (4)
- Norbert Tóth (4)
- P. Nava (4)
- Patrick Kirchner (4)
- Peter Middendorf (4)
- Philipp Brauner (4)
- Philipp Michel (4)
- Philippe Renault (4)
- Ramona Wallenborn (4)
- René Rings (4)
- Roland Antonius Gabrielli (4)
- S. Möhring (4)
- Saskia K. Nagel (4)
- Sebastian Schusser (4)
- Simon Tardivel (4)
- Stefan Schmitz (4)
- Stefanos Fasoulas (4)
- Stephan Ulamec (4)
- Sylvester Abanteriba (4)
- Thomas Hartz (4)
- Thomas Harzheim (4)
- Till Hofmann (4)
- Tim Höhne (4)
- Tim M. Müller (4)
- Verena Nitsch (4)
- Victor Francisco Chavez Bermudez (4)
- Victor Mataré (4)
- Volker Maiwald (4)
- Volker Sander (4)
- Wilfried Moorkamp (4)
- Wlodek Kofman (4)
- Zahra Mahdi (4)
- A. Bratov (3)
- A. Schmiegel (3)
- Aleksa Milijaš (3)
- Aleksander Budnicki (3)
- Alex Fisher (3)
- Alexander Schiebahn (3)
- Alfred George (3)
- Andreas Terstegge (3)
- Andreas Thoma (3)
- André Büsgen (3)
- Anne Kathrin Schaar (3)
- Anne von Hoegen (3)
- Aydemir Abdurakhmanov (3)
- B. Hafner (3)
- Benjamin Hailer (3)
- Benjamin Stäudle (3)
- Bernd Hafner (3)
- Bernhard Haindl (3)
- Bogdan Šakić (3)
- Bong Wie (3)
- Britta Holtschoppen (3)
- C. Ziolko (3)
- Carl-Herbert Rokitansky (3)
- Chow Yin Lai (3)
- Christian Grimm (3)
- Christian Otten (3)
- Christian Schänzle (3)
- Christoph Henke (3)
- Colin McInnes (3)
- Colin R. McInnes (3)
- Daniel Ewert (3)
- Daniel Pak (3)
- Dirk Plettemeier (3)
- Dominik Matheis (3)
- Dominik Stollenwerk (3)
- E. Recker (3)
- Ekkehard Fehling (3)
- Elke Bosse (3)
- Fabian Weis (3)
- Florian Angele (3)
- Francesca Taddei (3)
- Frank Hartung (3)
- Friedrich Seiler (3)
- Georg Neugebauer (3)
- Gerrit Koll (3)
- Gjorgji Nikolovski (3)
- H. Halling (3)
- H. Herzog (3)
- Hans Gielen (3)
- Hans-Joachim Blome (3)
- Heinz Peeken (3)
- Holger Hess (3)
- Horst W. Loeb (3)
- J. Gall (3)
- J. Matos (3)
- J. Platen (3)
- J. Rosin (3)
- J. Roth (3)
- J.-Michael Bauschat (3)
- Jakub Jerabek (3)
- Jan-Gerd Meß (3)
- Jan-Peter Goldmann (3)
- Jens Kötter (3)
- Joachim Benner (3)
- Jochen Kalbe (3)
- Jochen Kleinbauer (3)
- Joschua Schulte-Tigges (3)
- Josef Schleupen (3)
- Jörg Höttges (3)
- Jürgen Wiediger (3)
- K. Konstantinidis (3)
- Karl Ziemons (3)
- Katrin Beyer (3)
- Keith J. Burnham (3)
- Kilian Wegmann (3)
- Klaus Hennecke (3)
- Kristina Milkova (3)
- L. Sebastian Meyer-Stork (3)
- L. Wagner (3)
- Leif Arne Peterson (3)
- Lina Schulze-Buxloh (3)
- M. Alaydrus (3)
- Marcel Leinhos (3)
- Marcus Baumann (3)
- Mario Otten (3)
- Markus Englhard (3)
- Markus Latzke (3)
- Markus Lindemann (3)
- Martin May (3)
- Maryam H. Abouzar (3)
- Matthias Meinecke (3)
- Max Ehammer (3)
- Maximilian Sanno (3)
- Melanie Kolditz (3)
- Melanie Kurz (3)
- Michael Geyer (3)
- Michael Rahier (3)
- Michael Raupach (3)
- Michael Stender (3)
- Minh Tuan Duong (3)
- Myra Spiliopoulou (3)
- Niko Näther (3)
- Oliver Schopen (3)
- Perry Bartelt (3)
- Peter Königs (3)
- Peter Linder (3)
- Philipp Wedding (3)
- R. M. Lieder (3)
- Rainer Kistner (3)
- Ralf Christian Boden (3)
- Raphael Gebs (3)
- René Rütters (3)
- Rik W. De Doncker (3)
- Robert Fleischhaker (3)
- Rolf Kuropka (3)
- Ron Noomen (3)
- S. Herbergs (3)
- S. Klinkel (3)
- S. Usbeck (3)
- S. Weber (3)
- Sacha Hack (3)
- Sebastian Pütz (3)
- Sebastian Schönitz (3)
- Siddharth Dutta (3)
- Simon Dieckmann (3)
- Simone Groebel (3)
- Soteris Kalogirou (3)
- Sreelakshmy Rajan (3)
- Stefan Fleischer (3)
- Stefan Holler (3)
- Stefan Pomp (3)
- Stefan Zunft (3)
- Susanne Kasch (3)
- T. Jost (3)
- T. Kubalski (3)
- Thanh Ngoc Tran (3)
- Thivaharan Albin (3)
- Thomas Gräupl (3)
- Thomas Schmidt (3)
- Thomas Walter (3)
- Thorsten Selmer (3)
- Torsten Baumann (3)
- Torsten Finger (3)
- Ulrich Sorger (3)
- Vikrama Atti (3)
- Volker Bettzieche (3)
- Walter van Laack (3)
- Wolfgang Fellin (3)
- Yibekal Gedle (3)
- Yves Rogez (3)
- A. Bührig-Polaczek (2)
- A. De Falco (2)
- A. Duwe (2)
- A. Grunendahl (2)
- A. Herique (2)
- A. Marino (2)
- A. Schlenkhoff (2)
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- A. Uphues (2)
- Aaron Koch (2)
- Abdelrahman Elgamal (2)
- Adam Belloum (2)
- Adrian C. Orifici (2)
- Akbar A. Khatibi (2)
- Alain Herique (2)
- Alberto Pavese (2)
- Alessandro Fasse (2)
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- Alexander Harms (2)
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- Alexander Reich (2)
- Alina Chircu (2)
- Andre Schmidt (2)
- Andrea Penna (2)
- Andrea Tonoli (2)
- Andreas Backes (2)
- Andreas Dümmler (2)
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- Angela Vergé (2)
- Anis Haj Ayed (2)
- Arno Hardt (2)
- Athanasios Dafnis (2)
- Aysegül Temiz Artmann (2)
- B.-H. Chen (2)
- Bahman Shabani (2)
- Benno Hoffmeister (2)
- Bernd Walk-Lauffer (2)
- Bianca Hagebeuker (2)
- C. Bil (2)
- C. Rebholz (2)
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- Carlos Rendón (2)
- Carsten Brockmann (2)
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- Chiara Galdi (2)
- Chiara Nardin (2)
- Christian Bedbur (2)
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- Christiane Vaeßen (2)
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Extracting workflow nets from textual descriptions can be used to simplify guidelines or formalize textual descriptions of formal processes like business processes and algorithms. The task of manually extracting processes, however, requires domain expertise and effort. While automatic process model extraction is desirable, annotating texts with formalized process models is expensive. Therefore, there are only a few machine-learning-based extraction approaches. Rule-based approaches, in turn, require domain specificity to work well and can rarely distinguish relevant and irrelevant information in textual descriptions. In this paper, we present GUIDO, a hybrid approach to the process model extraction task that first, classifies sentences regarding their relevance to the process model, using a BERT-based sentence classifier, and second, extracts a process model from the sentences classified as relevant, using dependency parsing. The presented approach achieves significantly better resul ts than a pure rule-based approach. GUIDO achieves an average behavioral similarity score of 0.93. Still, in comparison to purely machine-learning-based approaches, the annotation costs stay low.
The work in modern open-pit and underground mines requires the transportation of large amounts of resources between fixed points. The navigation to these fixed points is a repetitive task that can be automated. The challenge in automating the navigation of vehicles commonly used in mines is the systemic properties of such vehicles. Many mining vehicles, such as the one we have used in the research for this paper, use steering systems with an articulated joint bending the vehicle’s drive axis to change its course and a hydraulic drive system to actuate axial drive components or the movements of tippers if available. To address the difficulties of controlling such a vehicle, we present a model-predictive approach for controlling the vehicle. While the control optimisation based on a parallel error minimisation of the predicted state has already been established in the past, we provide insight into the design and implementation of an MPC for an articulated mining vehicle and show the results of real-world experiments in an open-pit mine environment.
Philipp Kohl
; Nils Freyer
; Yoka Krämer
; Henri Werth
; Steffen Wolf
; Bodo Kraft
; Matthias Meinecke
; Albert Zündorf
Supervised machine learning and deep learning require a large amount of labeled data, which data scientists obtain in a manual, and time-consuming annotation process. To mitigate this challenge, Active Learning (AL) proposes promising data points to annotators they annotate next instead of a subsequent or random sample. This method is supposed to save annotation effort while maintaining model performance.
However, practitioners face many AL strategies for different tasks and need an empirical basis to choose between them. Surveys categorize AL strategies into taxonomies without performance indications. Presentations of novel AL strategies compare the performance to a small subset of strategies. Our contribution addresses the empirical basis by introducing a reproducible active learning evaluation (ALE) framework for the comparative evaluation of AL strategies in NLP.
The framework allows the implementation of AL strategies with low effort and a fair data-driven comparison through defining and tracking experiment parameters (e.g., initial dataset size, number of data points per query step, and the budget). ALE helps practitioners to make more informed decisions, and researchers can focus on developing new, effective AL strategies and deriving best practices for specific use cases. With best practices, practitioners can lower their annotation costs. We present a case study to illustrate how to use the framework.
Messenger apps like WhatsApp and Telegram are frequently used for everyday communication, but they can also be utilized as a platform for illegal activity. Telegram allows public groups with up to 200.000 participants. Criminals use these public groups for trading illegal commodities and services, which becomes a concern for law enforcement agencies, who manually monitor suspicious activity in these chat rooms. This research demonstrates how natural language processing (NLP) can assist in analyzing these chat rooms, providing an explorative overview of the domain and facilitating purposeful analyses of user behavior. We provide a publicly available corpus of annotated text messages with entities and relations from four self-proclaimed black market chat rooms. Our pipeline approach aggregates the extracted product attributes from user messages to profiles and uses these with their sold products as features for clustering. The extracted structured information is the foundation for further data exploration, such as identifying the top vendors or fine-granular price analyses. Our evaluation shows that pretrained word vectors perform better for unsupervised clustering than state-of-the-art transformer models, while the latter is still superior for sequence labeling.
FEven though BIM (Building Information Modelling) is successfully implemented in most of the world, it is still in the early stages in Germany, since the stakeholders are sceptical of its reliability and efficiency. The purpose of this paper is to analyse the opportunities and obstacles to implementing BIM for prefabrication. Among all other advantages of BIM, prefabrication is chosen for this paper because it plays a vital role in creating an impact on the time and cost factors of a construction project. The project stakeholders and participants can explicitly observe the positive impact of prefabrication, which enables the breakthrough of the scepticism factor among the small-scale construction companies. The analysis consists of the development of a process workflow for implementing prefabrication in building construction followed by a practical approach, which was executed with two case studies. It was planned in such a way that, the first case study gives a first-hand experience for the workers at the site on the BIM model so that they can make much use of the created BIM model, which is a better representation compared to the traditional 2D plan. The main aim of the first case study is to create a belief in the implementation of BIM Models, which was succeeded by the execution of offshore prefabrication in the second case study. Based on the case studies, the time analysis was made and it is inferred that the implementation of BIM for prefabrication can reduce construction time, ensures minimal wastes, better accuracy, less problem-solving at the construction site. It was observed that this process requires more planning time, better communication between different disciplines, which was the major obstacle for successful implementation. This paper was carried out from the perspective of small and medium-sized mechanical contracting companies for the private building sector in Germany.
Urban farming is an innovative and sustainable way of food production and is becoming more and more important in smart city and quarter concepts. It also enables the production of certain foods in places where they usually dare not produced, such as production of fish or shrimps in large cities far away from the coast. Unfortunately, it is not always possible to show students such concepts and systems in real life as part of courses: visits of such industry plants are sometimes not possible because of distance or are permitted by the operator for hygienic reasons. In order to give the students the opportunity of getting into contact with such an urban farming system and its complex operation, an industrial urban farming plant was set up on a significantly smaller scale. Therefore, all needed technical components like water aeriation, biological and mechanical filtration or water circulation have been replaced either by aquarium components or by self-designed parts also using a 3D-printer. Students from different courses like mechanical engineering, smart building engineering, biology, electrical engineering, automation technology and civil engineering were involved in this project. This “miniature industrial plant” was also able to start operation and has now been running for two years successfully. Due to Corona pandemic, home office and remote online lectures, the automation of this miniature plant should be brought to a higher level in future for providing a good control over the system and water quality remotely. The aim of giving the student a chance to get to know the operation of an urban farming plant was very well achieved and the students had lots of fun in “playing” and learning with it in a realistic way.
The popularity of social media and particularly Instagram grows steadily. People use the different platforms to share pictures as well as videos and to communicate with friends. The potential of social media platforms is also being used for marketing purposes and for selling products. While for Facebook and other online social media platforms the purchase decision factors are investigated several times, Instagram stores remain mainly unattended so far. The present research work closes this gap and sheds light into decisive factors for purchasing products offered in Instagram stores. A theoretical research model, which contains selected constructs that are assumed to have a significant influence on Instagram user´s purchase intention, is developed. The hypotheses are evaluated by applying structural equation modelling on survey data containing 127 relevant participants. The results of the study reveal that ‘trust’, ‘personal recommendation’, and ‘usability’ significantly influences user’s buying intention in Instagram stores.
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.
Quantitative evaluation of health management designs for fuel cell systems in transport vehicles
(2022)
Focusing on transport vehicles, mainly with regard to aviation applications, this paper presents compilation and subsequent quantitative evaluation of methods aimed at building an optimum integrated health management solution for fuel cell systems. The methods are divided into two different main types and compiled in a related scheme. Furthermore, different methods are analysed and evaluated based on parameters specific to the aviation context of this study. Finally, the most suitable method for use in fuel cell health management systems is identified and its performance and suitability is quantified.
In addition to electromobility and alternative drive systems, a focus is set on electrically driven compressors (EDC), with a high potential for increasing the efficiency of internal combustion engines (ICE) and fuel cells [01]. The primary objective is to increase the ICE torque, provided independently of the ICE speed by compressing the intake air and consequently the ICE filling level supported by the compressor. For operation independent from the ICE speed, the EDC compressor is decoupled from the turbine by using an electric compressor motor (CM) instead of the turbine. ICE performances can be increased by the use of EDC where individual compressor parameters are adapted to the respective application area [02] [03]. This task contains great challenges, increased by demands with regard to pollutant reduction while maintaining constant performance and reduced fuel consumption. The FH-Aachen is equipped with an EDC test bench which enables EDC-investigations in various configurations and operating modes. Characteristic properties of different compressors can be determined, which build the basis for a comparison methodology. Subject of this project is the development of a comparison methodology for EDC with an associated evaluation method and a defined overall evaluation method. For the application of this comparison methodology, corresponding series of measurements are carried out on the EDC test bench using an appropriate test device.