TY - JOUR A1 - Harirchian, Ehsan A1 - Kumari, Vandana A1 - Jadhav, Kirti A1 - Rasulzade, Shahla A1 - Lahmer, Tom A1 - Raj Das, Rohan T1 - A Synthesized Study Based on Machine Learning Approaches for Rapid Classifying Earthquake Damage Grades to RC Buildings JF - Applied Sciences N2 - A vast number of existing buildings were constructed before the development and enforcement of seismic design codes, which run into the risk of being severely damaged under the action of seismic excitations. This poses not only a threat to the life of people but also affects the socio-economic stability in the affected area. Therefore, it is necessary to assess such buildings’ present vulnerability to make an educated decision regarding risk mitigation by seismic strengthening techniques such as retrofitting. However, it is economically and timely manner not feasible to inspect, repair, and augment every old building on an urban scale. As a result, a reliable rapid screening methods, namely Rapid Visual Screening (RVS), have garnered increasing interest among researchers and decision-makers alike. In this study, the effectiveness of five different Machine Learning (ML) techniques in vulnerability prediction applications have been investigated. The damage data of four different earthquakes from Ecuador, Haiti, Nepal, and South Korea, have been utilized to train and test the developed models. Eight performance modifiers have been implemented as variables with a supervised ML. The investigations on this paper illustrate that the assessed vulnerability classes by ML techniques were very close to the actual damage levels observed in the buildings. KW - Maschinelles Lernen KW - Neuronales Netz KW - Machine learning KW - Building safety assessment KW - artificial neural networks KW - supervised learning KW - damaged buildings KW - rapid classification KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210818-44853 UR - https://www.mdpi.com/2076-3417/11/16/7540 VL - 2021 IS - Volume 11, issue 16, article 7540 SP - 1 EP - 33 PB - MDPI CY - Basel ER - TY - JOUR A1 - Legatiuk, Dmitrii T1 - Mathematical Modelling by Help of Category Theory: Models and Relations between Them JF - mathematics N2 - The growing complexity of modern practical problems puts high demand on mathematical modelling. Given that various models can be used for modelling one physical phenomenon, the role of model comparison and model choice is becoming particularly important. Methods for model comparison and model choice typically used in practical applications nowadays are computationbased, and thus time consuming and computationally costly. Therefore, it is necessary to develop other approaches to working abstractly, i.e., without computations, with mathematical models. An abstract description of mathematical models can be achieved by the help of abstract mathematics, implying formalisation of models and relations between them. In this paper, a category theory-based approach to mathematical modelling is proposed. In this way, mathematical models are formalised in the language of categories, relations between the models are formally defined and several practically relevant properties are introduced on the level of categories. Finally, an illustrative example is presented, underlying how the category-theory based approach can be used in practice. Further, all constructions presented in this paper are also discussed from a modelling point of view by making explicit the link to concrete modelling scenarios. KW - Kategorientheorie KW - Modellierung KW - Modellierungsmethode KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210817-44844 UR - https://www.mdpi.com/2227-7390/9/16/1946?type=check_update&version=1 VL - 2021 IS - volume 9, issue 16, article 1946 PB - MDPI CY - Basel ER - TY - JOUR A1 - Alkam, Feras A1 - Lahmer, Tom T1 - A robust method of the status monitoring of catenary poles installed along high-speed electrified train tracks JF - Results in Engineering N2 - Electric trains are considered one of the most eco-friendly and safest means of transportation. Catenary poles are used worldwide to support overhead power lines for electric trains. The performance of the catenary poles has an extensive influence on the integrity of the train systems and, consequently, the connected human services. It became a must nowadays to develop SHM systems that provide the instantaneous status of catenary poles in- service, making the decision-making processes to keep or repair the damaged poles more feasible. This study develops a data-driven, model-free approach for status monitoring of cantilever structures, focusing on pre-stressed, spun-cast ultrahigh-strength concrete catenary poles installed along high-speed train tracks. The pro-posed approach evaluates multiple damage features in an unfied damage index, which leads to straightforward interpretation and comparison of the output. Besides, it distinguishes between multiple damage scenarios of the poles, either the ones caused by material degradation of the concrete or by the cracks that can be propagated during the life span of the given structure. Moreover, using a logistic function to classify the integrity of structure avoids the expensive learning step in the existing damage detection approaches, namely, using the modern machine and deep learning methods. The findings of this study look very promising when applied to other types of cantilever structures, such as the poles that support the power transmission lines, antenna masts, chimneys, and wind turbines. KW - Fahrleitung KW - Catenary poles KW - SHM KW - Model-free status monitoring KW - Sigmoid function KW - High-speed electric train KW - Schaden KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20211011-45212 UR - https://www.sciencedirect.com/science/article/pii/S2590123021000906?via%3Dihub VL - 2021 IS - volume 12, article 100289 SP - 1 EP - 8 PB - Elsevier CY - Amsterdam ER - TY - JOUR A1 - Londong, Jörg A1 - Barth, Marcus A1 - Söbke, Heinrich T1 - Modeling and Simulation of Source Separation in Sanitation Systems for Reducing Emissions of Antimicrobial Resistances JF - Water N2 - Antimicrobial resistance (AMR) is identified by the World Health Organization (WHO) as one of the top ten threats to public health worldwide. In addition to public health, AMR also poses a major threat to food security and economic development. Current sanitation systems contribute to the emergence and spread of AMR and lack effective AMR mitigation measures. This study assesses source separation of blackwater as a mitigation measure against AMR. A source-separation-modified combined sanitation system with separate collection of blackwater and graywater is conceptually described. Measures taken at the source, such as the separate collection and discharge of material flows, were not considered so far on a load balance basis, i.e., they have not yet been evaluated for their effectiveness. The sanitation system described is compared with a combined system and a separate system regarding AMR emissions by means of simulation. AMR is represented in the simulation model by one proxy parameter each for antibiotics (sulfamethoxa-zole), antibiotic-resistant bacteria (extended-spectrum beta-lactamase E. Coli), and antibiotic re-sistance genes (blaTEM). The simulation results suggest that the source-separation-based sanitation system reduces emissions of antibiotic-resistant bacteria and antibiotic resistance genes into the aquatic environment by more than six logarithm steps compared to combined systems. Sulfa-methoxazole emissions can be reduced by 75.5% by keeping blackwater separate from graywater and treating it sufficiently. In summary, sanitation systems incorporating source separation are, to date, among the most effective means of preventing the emission of AMR into the aquatic envi-ronment. KW - Abwasser KW - Ressourcen KW - microbial resistances KW - antimicrobial resistance genes KW - source separation KW - resource-oriented sanitation KW - UASB KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20211202-45338 UR - www.mdpi.com/2073-4441/13/23/3342 VL - 2021 IS - Volume 13, issue 23, article 3342 SP - 1 EP - 19 PB - MDPI CY - Basel ER - TY - JOUR A1 - Seichter, Cosima Zita A1 - Neßler, Miriam A1 - Knopf, Paul T1 - Der Refugee District in Belgrad. Ein Raum der Nicht-Bewegung zwischen neoliberaler Stadtentwicklung, serbischem Migrationsmanagement und EU-Grenzregime JF - sub\urban. Zeitschrift für Kritische Stadtforschung N2 - Durch internationale Fluchtbewegungen über die sogenannte Balkanroute bildete sich in Serbiens Hauptstadt Belgrad in den letzten Jahren ein sogenannter Refugee District heraus. Im Kontext von Migration und Flucht werden dabei zahlreiche Spannungsfelder auf unterschiedlichen räumlichen und politischen Ebenen sichtbar. Für Flüchtende kreieren diese eine Situation, die von Stillstand, Ausweglosigkeit, Kontrolle, Gefahr und Verdrängung geprägt ist. Allerdings führen die Vielschichtigkeit und die Diversität unterschiedlicher Akteur*innen, die bezüglich der Situation von Flüchtenden auf der Balkanroute wirkmächtig sind, auch zu Nischen, Widerständigkeiten und der Möglichkeit (neuer) Allianzen. Auf diese Weise entsteht eine kollektive Praktik der Nicht-Bewegung im Widerstand gegen die Unterdrückung und für globale Bewegungsfreiheit. KW - Belgrad KW - Europäische Union KW - Flüchtling KW - Flüchtlingspolitik KW - Balkanroute KW - Grenzregime KW - refugee district KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210805-44776 UR - https://zeitschrift-suburban.de/sys/index.php/suburban/article/view/622 VL - 2021 IS - Band 9, Heft 1/2 SP - 225 EP - 234 PB - sub\urban e.V. CY - Berlin ER - TY - JOUR A1 - Baron, Nicole T1 - Verflechtungen im städtischen Gefüge. Rezension zu Barbara Heer (2019): Cities of entanglements. Social life in Johannesburg and Maputo through ethnographic comparison JF - sub\urban. Zeitschrift für Kritische Stadtforschung N2 - Dieser Artikel rezensiert die überarbeitete Version von Barbara Heers Dissertation zu städtischen Verflechtungen in Johannesburg und Maputo. Das Buch ist 2019 im Transcript Verlag erschienen und umfasst 337 Seiten. KW - Südafrika KW - Segregation KW - Diversität KW - Johannesburg KW - Segregation KW - Nachbarschaft KW - Religion KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210806-44785 UR - https://zeitschrift-suburban.de/sys/index.php/suburban/article/view/664 VL - 2021 IS - Band 9, Heft 1/2 SP - 235 EP - 240 PB - sub\urban e. V. CY - Berlin ER - TY - JOUR A1 - Meiabadi, Mohammad Saleh A1 - Moradi, Mahmoud A1 - Karamimoghadam, Mojtaba A1 - Ardabili, Sina A1 - Bodaghi, Mahdi A1 - Shokri, Manouchehr A1 - Mosavi, Amir Hosein T1 - Modeling the Producibility of 3D Printing in Polylactic Acid Using Artificial Neural Networks and Fused Filament Fabrication JF - polymers N2 - Polylactic acid (PLA) is a highly applicable material that is used in 3D printers due to some significant features such as its deformation property and affordable cost. For improvement of the end-use quality, it is of significant importance to enhance the quality of fused filament fabrication (FFF)-printed objects in PLA. The purpose of this investigation was to boost toughness and to reduce the production cost of the FFF-printed tensile test samples with the desired part thickness. To remove the need for numerous and idle printing samples, the response surface method (RSM) was used. Statistical analysis was performed to deal with this concern by considering extruder temperature (ET), infill percentage (IP), and layer thickness (LT) as controlled factors. The artificial intelligence method of artificial neural network (ANN) and ANN-genetic algorithm (ANN-GA) were further developed to estimate the toughness, part thickness, and production-cost-dependent variables. Results were evaluated by correlation coefficient and RMSE values. According to the modeling results, ANN-GA as a hybrid machine learning (ML) technique could enhance the accuracy of modeling by about 7.5, 11.5, and 4.5% for toughness, part thickness, and production cost, respectively, in comparison with those for the single ANN method. On the other hand, the optimization results confirm that the optimized specimen is cost-effective and able to comparatively undergo deformation, which enables the usability of printed PLA objects. KW - 3D-Druck KW - Polymere KW - Maschinelles Lernen KW - 3D printing KW - machine learning KW - fused filament fabrication KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20220110-45518 UR - https://www.mdpi.com/2073-4360/13/19/3219 VL - 2021 IS - Volume 13, issue 19, article 3219 SP - 1 EP - 21 PB - MDPI CY - Basel ER - TY - JOUR A1 - Anic, Filip A1 - Penava, Davorin A1 - Sarhosis, Vasilis A1 - Abrahamczyk, Lars T1 - Development and Calibration of a 3D Micromodel for Evaluation of Masonry Infilled RC Frame Structural Vulnerability to Earthquakes JF - Geosciences N2 - Within the scope of literature, the influence of openings within the infill walls that are bounded by a reinforced concrete frame and excited by seismic drift forces in both in- and out-of-plane direction is still uncharted. Therefore, a 3D micromodel was developed and calibrated thereafter, to gain more insight in the topic. The micromodels were calibrated against their equivalent physical test specimens of in-plane, out-of-plane drift driven tests on frames with and without infill walls and openings, as well as out-of-plane bend test of masonry walls. Micromodels were rectified based on their behavior and damage states. As a result of the calibration process, it was found that micromodels were sensitive and insensitive to various parameters, regarding the model’s behavior and computational stability. It was found that, even within the same material model, some parameters had more effects when attributed to concrete rather than on masonry. Generally, the in-plane behavior of infilled frames was found to be largely governed by the interface material model. The out-of-plane masonry wall simulations were governed by the tensile strength of both the interface and masonry material model. Yet, the out-of-plane drift driven test was governed by the concrete material properties. KW - Verwundbarkeit KW - Ausfachung KW - Stahlbeton KW - RC frames KW - unreinforced masonry infill walls KW - openings KW - structural vulnerability KW - out-of-plane seismic load KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20211202-45370 UR - https://www.mdpi.com/2076-3263/11/11/468 VL - 2021 IS - Voume 11, issue 11, article 468 PB - MDPI CY - Basel ER - TY - JOUR A1 - Cappachione, Clotilde A1 - Partschefeld, Stephan A1 - Osburg, Andrea A1 - Gliubizzi, Rocco A1 - Gaeta, Carmine T1 - Modified Carboxymethylcellulose-Based Scaffolds as New Potential Ecofriendly Superplasticizers with a Retardant Effect for Mortar: From the Synthesis to the Application JF - Materials N2 - This article is focused on the research and development of new cellulose ether derivatives as innovative superplasticizers for mortar systems. Several synthetic strategies have been pursued to obtain new compounds to study their properties on cementitious systems as new bio-based additives. The new water-soluble admixtures were synthesized using a complex carboxymethylcellulose-based backbone that was first hydrolyzed and then sulfo-ethylated in the presence of sodium vinyl sulphonate. Starting with a complex biopolymer that is widely known as a thickening agent was very challenging. Only by varying the hydrolysis times and temperatures of the reactions was achieved the aimed goal. The obtained derivatives showed different molecular weight (Mw) and anionic charges on their backbones. An improvement in shear stress and dynamic viscosity values of CEM II 42.5R cement was observed with the samples obtained with a longer time of higher temperature hydrolysis and sulfo-ethylation. Investigations into the chemical nature of the pore solution, calorimetric studies and adsorption experiments clearly showed the ability of carboxymethyl cellulose superplasticizer (CMC SP) to interact with cement grains and influence hydration processes within a 48-h time window, causing a delay in hydration reactions in the samples. The fluidity of the cementitious matrices was ascertained through slump test and preliminary studies of mechanical and flexural strength of the hardened mortar formulated with the new ecological additives yielded values in terms of mechanical properties. Finally, the computed tomography (CT) images completed the investigation of the pore network structure of hardened specimens, highlighting their promising structure porosity. KW - Mörtel KW - Verflüssigung KW - superplasticizers KW - carboxymethylcellulose KW - mortar KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210804-44689 UR - https://www.mdpi.com/1996-1944/14/13/3569 VL - 2021 IS - volume 14, issue 13, article 3569 SP - 1 EP - 17 PB - MDPI CY - Basel ER - TY - BOOK A1 - Brokow-Loga, Anton A1 - Eckardt, Frank T1 - Stadtpolitik für alle N2 - Die Corona-Krise hat die Erosion städtischer Solidarität offen zu Tage treten lassen. Dagegen bringen Anton Brokow-Loga und Frank Eckardt in dieser Schrift die praktische Utopie einer solidarischen Postwachstumsstadt „auf den Punkt“. Vom Commoning über die Umverteilung der städtischen Flächen bis zu einer sozial-ökologischen Verkehrswende: Eine progressive Stadtpolitik für alle überwindet bisheriges Schubladendenken. Sie setzt stattdessen auf heterogene Zusammenhänge und ungewöhnliche Bündnisse. Zu dem hier umrissenen Vorhaben gehört auch, eine basisdemokratisch orientierte Stadtpolitik mit dem Ziel einer umfassenden Transformation von Stadt und Gesellschaft zu verknüpfen. Wie kann ein Blick auf die kommunale Ebene helfen, globalen Ungerechtigkeiten zu begegnen? Welchen Weg weisen munizipalistische Plattformen und Vergemeinschaftungen jenseits von Privat- oder Staatseigentum? KW - Transformation KW - Stadtplanung KW - Kommunalpolitik KW - Postwachstumsökonomie KW - Pandemie KW - Stadtpolitik KW - Postwachstumsstadt KW - Pandemie KW - Corona KW - Transformationsstrategien KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210315-43904 PB - Graswurzelrevolution CY - Heidelberg ER - TY - JOUR A1 - Ehlers, Jan A1 - Grimmer, Janine A1 - Strack, Veronika A1 - Huckauf, Anke T1 - The influence of sham feedback on physiological processing during fear-driven stimulation JF - PLOS ONE N2 - Biofeedback constitutes a well-established, non-invasive method to voluntary interfere in emotional processing by means of cognitive strategies. However, treatment durations exhibit strong inter-individual variations and first successes can often be achieved only after a large number of sessions. Sham feedback constitutes a rather untapped approach by providing feedback that does not correspond to the participant’s actual state. The current study aims to gain insights into mechanisms of sham feedback processing in order to support new techniques in biofeedback therapy. We carried out two experiments and applied different types of sham feedback on skin conductance responses and pupil size changes during affective processing. Results indicate that standardized but context-sensitive sham signals based on skin conductance responses exert a stronger influence on emotional regulation compared to individual sham feedback from ongoing pupil dynamics. Also, sham feedback should forego unnatural signal behavior to avoid irritation and skepticism among participants. Altogether, a reasonable combination of stimulus features and sham feedback characteristics enables to considerably reduce the actual bodily responsiveness already within a single session. KW - Biofeedback KW - Biofeedback KW - Sham Feedback KW - Affective Processing KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210510-44249 UR - https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0251211 IS - Volume 16, issue 5, article e0251211 SP - 1 EP - 17 PB - PLOS CY - San Francisco, Calif. ER - TY - JOUR A1 - Vollmer, Lisa T1 - In die Gänge gekommen: Kooperation von Zivilgesellschaft und Stadtpolitik. Rezension zu Michael Ziehl (2020): Koproduktion urbaner Resilienz. Das Gängeviertel in Hamburg als Reallabor für eine zukunftsfähige Stadtentwicklung mittels Kooperation von Zivilgesellschaft, Politik und Verwaltung. JF - sub\urban. Zeitschrift für Kritische Stadtforschung N2 - Schlagworte wir Kooperation, Koproduktion und Kollaboration sind in Planungswissenschaften und Architektur schwer in Mode. Selten wird allerdings dargelegt, was diese Art(en) der Zusammenarbeit zwischen zivilgesellschaftlichen Akteuren auf der einen Seite und staatlichen Akteuren aus Politik und Verwaltung auf der anderen Seite von gewöhnlichen Formen der Partizipation und Bürger_innenbeteiligung unterscheidet. Anders im Buch von Michael Ziehl: Ihm gelingt es, anhand eines Fallbeispiels die intensive Zusammenarbeit zwischen Aktivist_innen rund ums Hamburger Gängeviertel und verschiedenen städtischen Institutionen detailliert nachzuzeichnen und damit den qualitativen Unterschied zwischen Kooperation und Beteiligung nachvollziehbar zu machen. KW - Hamburg KW - Stadtentwicklung KW - Hamburg KW - Kooperation KW - Zivilgesellschaft KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20210806-44798 UR - https://zeitschrift-suburban.de/sys/index.php/suburban/article/view/681 VL - 2021 IS - Band 9, Heft 1/2 SP - 241 EP - 247 PB - sub\urban e. V. CY - Berlin ER - TY - JOUR A1 - Noeske, Jannik T1 - Die Zukunft war jetzt BT - Rezension zu Christina Schwenkel (2020): Building socialism. The afterlife of East German architecture in urban Vietnam . Durham: Duke University Press. JF - sub\urban. Zeitschrift für Kritische Stadtforschung N2 - Die US-amerikanische Kulturanthropologin Christina Schwenkel legt mit Building socialism eine quellengesättigte ethnografische Studie über Zerstörung, Wiederaufbau und Nutzungsperspektiven der vietnamesischen Stadt Vinh vor. Ein besonderes Augenmerk liegt auf den agencies der Beteiligten. Im Zentrum der Untersuchung steht ein Quartier, dessen Wohnblocks mit materieller und ideeller Unterstützung der DDR errichtet wurden. Nicht nur sind die methodischen Zugänge der Untersuchung vielversprechend und gewinnbringend – angesichts des drohenden Stadtumbaus, der für die Bewohner:innen des Quartiers Quang Trung Abriss und Verdrängung bedeuten würde, gewinnt ihre städtebauhistorische Ethnografie auch an politischer Relevanz. KW - Vietnam KW - Deutschland KW - Sozialismus KW - Städtebau KW - Vietnam KW - Ethnografie KW - DDR KW - Städtebaugeschichte KW - Rezension KW - OA-Publikationsfonds2021 Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:gbv:wim2-20220112-45573 UR - https://zeitschrift-suburban.de/sys/index.php/suburban/article/view/711 VL - 2021 IS - Band 9, Nr. 3/4 SP - 397 EP - 402 PB - sub\urban e. V. CY - Berlin ER -