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         "year": "2024", 
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         "author": [ 
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         ],
         "authors": [
         	
            	{"first" : "Manfred [Verfasser/in]",	"last" : "Baar"},
            	{"first" : "Steven [Verfasser/in]",	"last" : "Lonsdale"},
            	{"first" : "Johannes [Verfasser/in]",	"last" : "Brauer"},
            	{"first" : "Heinke [Verfasser/in]",	"last" : "Stulz"},
            	{"first" : "Melsene [Verfasser/in]",	"last" : "Schäfer"},
            	{"first" : "Matthias [Verfasser/in]",	"last" : "Hallmann"},
            	{"first" : "Jens [Verfasser/in]",	"last" : "Hanker"},
            	{"first" : "Martin [Verfasser/in]",	"last" : "Hose"},
            	{"first" : "Ulrich [Verfasser/in]",	"last" : "Schmitzer"},
            	{"first" : "Peter A. [Verfasser/in]",	"last" : "Gloor"},
            	{"first" : "Elke",	"last" : "Mertens"},
            	{"first" : "Harald",	"last" : "Lesch"},
            	{"first" : "Cecilia",	"last" : "Scorza"},
            	{"first" : "Katharina",	"last" : "Theis-Bröhl"},
            	{"first" : "Leah",	"last" : "Salm"},
            	{"first" : "Nicholas",	"last" : "Nisbett"},
            	{"first" : "Laura",	"last" : "Cramer"},
            	{"first" : "Stuart",	"last" : "Gillespie"},
            	{"first" : "Philip",	"last" : "Thornton"},
            	{"first" : "Friedrich",	"last" : "Schorb"},
            	{"first" : "Dhesigen",	"last" : "Naidoo"},
            	{"first" : "Manisha",	"last" : "Gulati"},
            	{"first" : "Norbert",	"last" : "Bolz"},
            	{"first" : "Lydia",	"last" : "Rosenkranz"},
            	{"first" : "Gundula von",	"last" : "Arnim"},
            	{"first" : "Hermann",	"last" : "Englert"},
            	{"first" : "Kai",	"last" : "Husmann"},
            	{"first" : "Cornelius",	"last" : "Regelmann"},
            	{"first" : "Hans-Walter",	"last" : "Roering"},
            	{"first" : "Richard",	"last" : "Rosenberger"},
            	{"first" : "Björn",	"last" : "Seintsch"},
            	{"first" : "Matthias",	"last" : "Dieter"},
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            	{"first" : "Christoph",	"last" : "Zechmeister"},
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            	{"first" : "Achim",	"last" : "Menges"},
            	{"first" : "Denitsa",	"last" : "Koleva"},
            	{"first" : "Eda",	"last" : "Özdemir"},
            	{"first" : "Vaia",	"last" : "Tsiokou"},
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            	{"first" : "Larissa",	"last" : "Born"},
            	{"first" : "Götz T.",	"last" : "Gresser"},
            	{"first" : "Jan",	"last" : "Knippers"},
            	{"first" : "Achim",	"last" : "Menges"},
            	{"first" : "Anika",	"last" : "Sayara"},
            	{"first" : "Benjamin",	"last" : "Lee"},
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            	{"first" : "Michael",	"last" : "Sedlmair"},
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            	{"first" : "David",	"last" : "Forster"},
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            	{"first" : "Karl-Heinz",	"last" : "Wehking"},
            	{"first" : "Stefan",	"last" : "Hecht"},
            	{"first" : "Dirk",	"last" : "Moll"},
            	{"first" : "Gregor",	"last" : "Novak"},
            	{"first" : "R.",	"last" : "Verreet"},
            	{"first" : "Eric",	"last" : "Bossecker"},
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            	{"first" : "Benjamin",	"last" : "Kaiser"},
            	{"first" : "Alexander",	"last" : "Verl"},
            	{"first" : "Michael",	"last" : "Sedlmair"},
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            "Claus [Verfasser/in] Kühlewein","Karl [Verfasser/in] Nüßle","Claus [Verfasser/in] Kühlewein","Karl [Verfasser/in] Nüßle","Behnaz Farahi","Biayna Bogosian","Jane Scott","Jose Luis García del Castillo y López","Kathrin Dörfler","June A. Grant","Stefana Parascho","Vernelle A. A. Noel","Behnaz Farahi","Biayna Bogosian","Jane Scott","Jose Luis García del Castillo y López","Kathrin Dörfler","June A. Grant","Stefana Parascho","Vernelle A. A. Noel","Brian Slocum","Viola Ago","Shelby Doyle","Adam Marcus","Maria Yablonina","Matias del Campo","expert Verlag GmbH"
         ],
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            	{"first" : "Kathrin",	"last" : "Dörfler"},
            	{"first" : "June A.",	"last" : "Grant"},
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            	{"first" : "Kathrin",	"last" : "Dörfler"},
            	{"first" : "June A.",	"last" : "Grant"},
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            	{"first" : "Vernelle A. A.",	"last" : "Noel"},
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            	{"first" : "expert Verlag",	"last" : "GmbH"}
         ],
         "volume": "11","number": "2","pages": "253--268","abstract": "Most research on collective robotic construction (CRC) separates the architectural design and robotic path planning phases of the overall construction process. Specifically, a structure is designed and afterwards sent to a planner or compiler that returns instructions for the assembly of the structure with the robots at hand. Although this has led to the assembly of spatially complex structures, it obscures the planning process, making it inaccessible to the architect. Considering that one potential of CRC is that the architect can perform as more than a designer of static structures, this paper showcases how agent-based modelling can collapse the architectural design and robotic planning phases for CRC. As such the overall construction workflow is upended, leading to more designer control, adjustment for tolerances in the construction process, a more general understanding of the processes, and the potential for architectural reconfiguration when working with CRC systems. This is demonstrated through the presentation of an agent-based model for assembling a planar structure using a previously developed CRC system.",
         "isbn" : "9781003023555",
         
         "issn" : "22885048",
         
         "doi" : "10.1093/jcde/qwae028",
         
         "bibtexKey": "baar2024merging"

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         "label" : "Data processing, analysis, and evaluation methods for co-design of coreless filament-wound building systems",
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         "date" : "2024-01-11 11:54:20",
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         "journal": "Journal of Computational Design and Engineering",
         "year": "2023", 
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         "author": [ 
            "Marta Gil Pérez","Pascal Mindermann","Christoph Zechmeister","David Forster","Yanan Guo","Sebastian Hügle","Fabian Kannenberg","Laura Balangé","Volker Schwieger","Peter Middendorf","Manfred Bischoff","Achim Menges","Götz T Gresser","Jan Knippers"
         ],
         "authors": [
         	
            	{"first" : "Marta",	"last" : "Gil Pérez"},
            	{"first" : "Pascal",	"last" : "Mindermann"},
            	{"first" : "Christoph",	"last" : "Zechmeister"},
            	{"first" : "David",	"last" : "Forster"},
            	{"first" : "Yanan",	"last" : "Guo"},
            	{"first" : "Sebastian",	"last" : "Hügle"},
            	{"first" : "Fabian",	"last" : "Kannenberg"},
            	{"first" : "Laura",	"last" : "Balangé"},
            	{"first" : "Volker",	"last" : "Schwieger"},
            	{"first" : "Peter",	"last" : "Middendorf"},
            	{"first" : "Manfred",	"last" : "Bischoff"},
            	{"first" : "Achim",	"last" : "Menges"},
            	{"first" : "Götz T",	"last" : "Gresser"},
            	{"first" : "Jan",	"last" : "Knippers"}
         ],
         "volume": "10","number": "4","pages": "1460-1478","abstract": "The linear design workflow for structural systems, involving a multitude of iterative loops and specialists, obstructs disruptive innovations. During design iterations, vast amounts of data in different reference systems, origins, and significance are generated. This data is often not directly comparable or is not collected at all, which implies a great unused potential for advancements in the process. In this paper, a novel workflow to process and analyze the data sets in a unified reference frame is proposed. From this, differently sophisticated iteration loops can be derived. The developed methods are presented within a case study using coreless filament winding as an exemplary fabrication process within an architectural context. This additive manufacturing process, using fiber-reinforced plastics, exhibits great potential for efficient structures when its intrinsic parameter variations can be minimized. The presented method aims to make data sets comparable by identifying the steps each data set needs to undergo (acquisition, pre-processing, mapping, post-processing, analysis, and evaluation). These processes are imperative to provide the means to find domain interrelations, which in the future can provide quantitative results that will help to inform the design process, making it more reliable, and allowing for the reduction of safety factors. The results of the case study demonstrate the data set processes, proving the necessity of these methods for the comprehensive inter-domain data comparison.",
         "doi" : "10.1093/jcde/qwad064",
         
         "bibtexKey": "gilperez2023processing"

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         "tags" : [
            "faserverbund","hügle","2023","knippers","engineering","analysis","forster","itke","processing","menges","guo","filament-wound","co-design","coreless","methods","data","gil","mindermann","zechmeister","building","gresser","middendorf","kannenberg","systems","balangé","evaluation","schwieger","bischoff"
         ],
         
         "intraHash" : "7e018167b367118194d4e954a12f4b81",
         "interHash" : "d08262257180e93a130f1a7625fdf4d8",
         "label" : "Data processing, analysis, and evaluation methods for co-design of coreless filament-wound building systems",
         "user" : "itke",
         "description" : "",
         "date" : "2024-01-11 11:54:20",
         "changeDate" : "2024-01-11 12:44:21",
         "count" : 7,
         "pub-type": "article",
         "journal": "Journal of Computational Design and Engineering",
         "year": "2023", 
         "url": "", 
         
         "author": [ 
            "Marta Gil Pérez","Pascal Mindermann","Christoph Zechmeister","David Forster","Yanan Guo","Sebastian Hügle","Fabian Kannenberg","Laura Balangé","Volker Schwieger","Peter Middendorf","Manfred Bischoff","Achim Menges","Götz T Gresser","Jan Knippers"
         ],
         "authors": [
         	
            	{"first" : "Marta",	"last" : "Gil Pérez"},
            	{"first" : "Pascal",	"last" : "Mindermann"},
            	{"first" : "Christoph",	"last" : "Zechmeister"},
            	{"first" : "David",	"last" : "Forster"},
            	{"first" : "Yanan",	"last" : "Guo"},
            	{"first" : "Sebastian",	"last" : "Hügle"},
            	{"first" : "Fabian",	"last" : "Kannenberg"},
            	{"first" : "Laura",	"last" : "Balangé"},
            	{"first" : "Volker",	"last" : "Schwieger"},
            	{"first" : "Peter",	"last" : "Middendorf"},
            	{"first" : "Manfred",	"last" : "Bischoff"},
            	{"first" : "Achim",	"last" : "Menges"},
            	{"first" : "Götz T",	"last" : "Gresser"},
            	{"first" : "Jan",	"last" : "Knippers"}
         ],
         "volume": "10","number": "4","pages": "1460-1478","abstract": "The linear design workflow for structural systems, involving a multitude of iterative loops and specialists, obstructs disruptive innovations. During design iterations, vast amounts of data in different reference systems, origins, and significance are generated. This data is often not directly comparable or is not collected at all, which implies a great unused potential for advancements in the process. In this paper, a novel workflow to process and analyze the data sets in a unified reference frame is proposed. From this, differently sophisticated iteration loops can be derived. The developed methods are presented within a case study using coreless filament winding as an exemplary fabrication process within an architectural context. This additive manufacturing process, using fiber-reinforced plastics, exhibits great potential for efficient structures when its intrinsic parameter variations can be minimized. The presented method aims to make data sets comparable by identifying the steps each data set needs to undergo (acquisition, pre-processing, mapping, post-processing, analysis, and evaluation). These processes are imperative to provide the means to find domain interrelations, which in the future can provide quantitative results that will help to inform the design process, making it more reliable, and allowing for the reduction of safety factors. The results of the case study demonstrate the data set processes, proving the necessity of these methods for the comprehensive inter-domain data comparison.",
         "doi" : "10.1093/jcde/qwad064",
         
         "bibtexKey": "gilperez2023processing"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/24c4e8721f29b1ea5976a6d62d1fd7c1e/llis",         
         "tags" : [
            "COVID-19","analysis","data","drop-out","e-learning","llis","myown"
         ],
         
         "intraHash" : "4c4e8721f29b1ea5976a6d62d1fd7c1e",
         "interHash" : "37155827da23b554fdcc78e1a52f3cc2",
         "label" : "Evaluating students' engagement with an online learning environment during and after COVID-19 related school closures: A survival analysis approach",
         "user" : "llis",
         "description" : "Evaluating students\u2019 engagement with an online learning environment during and after COVID-19 related school closures: A survival analysis approach - ScienceDirect",
         "date" : "2023-09-23 09:29:07",
         "changeDate" : "2024-08-25 16:35:01",
         "count" : 3,
         "pub-type": "article",
         "journal": "Trends in Neuroscience and Education","publisher":"Elsevier BV",
         "year": "2021", 
         "url": "https://doi.org/10.1016%2Fj.tine.2021.100168", 
         
         "author": [ 
            "Markus Wolfgang Hermann Spitzer","Raphael Gutsfeld","Maria Wirzberger","Korbinian Moeller"
         ],
         "authors": [
         	
            	{"first" : "Markus Wolfgang Hermann",	"last" : "Spitzer"},
            	{"first" : "Raphael",	"last" : "Gutsfeld"},
            	{"first" : "Maria",	"last" : "Wirzberger"},
            	{"first" : "Korbinian",	"last" : "Moeller"}
         ],
         "volume": "25","pages": "100168",
         "doi" : "10.1016/j.tine.2021.100168",
         
         "bibtexKey": "Spitzer_2021"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2a505ebafced08b14d297c0ce1cbc64cf/lizhong",         
         "tags" : [
            "Analysis","Data","Deep","Learning","Stream","myown"
         ],
         
         "intraHash" : "a505ebafced08b14d297c0ce1cbc64cf",
         "interHash" : "45cafd5d8e7ec1c78e844491101d4286",
         "label" : "A Method for Stream Data Analysis",
         "user" : "lizhong",
         "description" : "",
         "date" : "2021-07-15 12:40:53",
         "changeDate" : "2021-07-15 10:53:13",
         "count" : 1,
         "pub-type": "article",
         "journal": "Sustained Simulation Performance 2019 and 2020: Proceedings of the Joint Workshop on Sustained Simulation Performance, University of Stuttgart (HLRS) and Tohoku University, 2019 and 2020",
         "year": "2020", 
         "url": "", 
         
         "author": [ 
            "Li Zhong"
         ],
         "authors": [
         	
            	{"first" : "Li",	"last" : "Zhong"}
         ],
         "pages": "111",
         "bibtexKey": "zhong2020method"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/27fba96a2105737d2afc38358fc10b19e/annettegugel",         
         "tags" : [
            "Analysis","Assessment","Data","Distribution","Medium","Oil","Transformers","Voltage","for"
         ],
         
         "intraHash" : "7fba96a2105737d2afc38358fc10b19e",
         "interHash" : "a83c4ec459611dad49f53d8eedc756ac",
         "label" : "Assessment of Oil Analysis Data for Medium Voltage Distribution Transformers",
         "user" : "annettegugel",
         "description" : "",
         "date" : "2020-06-10 16:03:49",
         "changeDate" : "2020-06-10 14:03:49",
         "count" : 1,
         "pub-type": "proceedings",
         
         "year": "2011", 
         "url": "https://www.ieh.uni-stuttgart.de/dokumente/publikationen/2011_ISH_A.Mueller_Assessment_of_oil_analysis_data.pdf", 
         
         "author": [ 
            "Andreas Müller","Mark Jovalekic","Stefan Tenbohlen"
         ],
         "authors": [
         	
            	{"first" : "Andreas",	"last" : "Müller"},
            	{"first" : "Mark",	"last" : "Jovalekic"},
            	{"first" : "Stefan",	"last" : "Tenbohlen"}
         ],
         
         "eventtitle" : "17th International Symposium on High Voltage Engineering",
         
         "venue" : "Hannover, Germany",
         
         "eventdate" : "August 22-26",
         
         "bibtexKey": "muller2011assessment"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/29179aabc3f148ae3907a9b0fdc8cd8a2/isw-bibliothek",         
         "tags" : [
            "analysis","augmented","data","digital","production","reality"
         ],
         
         "intraHash" : "9179aabc3f148ae3907a9b0fdc8cd8a2",
         "interHash" : "df0b5c81ea265ef188d1a267974248a4",
         "label" : "Digitale Produktion - Der geschlossene Informationskreislauf",
         "user" : "isw-bibliothek",
         "description" : "",
         "date" : "2017-05-09 11:14:55",
         "changeDate" : "2017-05-09 09:14:55",
         "count" : 1,
         "pub-type": "article",
         "journal": "Automation im Focus",
         "year": "2017", 
         "url": "", 
         
         "author": [ 
            "Tobias Korb","Philipp Sommer"
         ],
         "authors": [
         	
            	{"first" : "Tobias",	"last" : "Korb"},
            	{"first" : "Philipp",	"last" : "Sommer"}
         ],
         
         "editor": [ 
            "TeDo Verlag"
         ],
         "editors": [
         	
            	{"first" : "TeDo",	"last" : "Verlag"}
         ],
         "number": "4","pages": "45-47","abstract": "Die dritte industrielle Revolution in den 1970er Jahren verknüpfte die klassische Produktion mit den, zu der Zeit aufkommenden Mitteln der IT, um einen höheren Automatisierungsgrad zu erreichen. Fast 40 Jahre später greift die Industrie wieder auf die sich schnell entwickelnde IT-Branche zurück, um beide Disziplinen noch weiter zu verknüpfen. Industrie 4.0 als Synonym für den Anfang der vierten industriellen Revolution hat hierbei zum Ziel, eine unternehmensübergreifende Vernetzung von Menschen, Maschinen und deren Produkten zu erreichen. Durch die angestrebte Vernetzung kann ein geschlossener Informationskreislauf geschaffen und Mehrwert generiert werden. Der Informationskreislauf beginnt mit der Erfassung von Produktionsdaten. Diese Daten beinhalten beispielsweise Echtzeitdaten von Werkzeugmaschinen und Produktionsanlagen, prozessbeschreibende Dokumente, Planungsdaten, Nutzungsverhalten des Maschinenbedieners, usw. Durch Speicherung der Daten auf einer Plattform (lokal oder in der Cloud) können durch Analyse und lernende Verfahren Informationen abgeleitet werden. Auf Basis dieser Informationen kann durch Planen, Optimieren und Ableiten von Regeln neues Wissen generiert werden. Die abschließende Rückführung dieser Daten in die reale Produktion schließt den Informationskreislauf und setzt den theoretischen Mehrwert in einen tatsächlichen um. Die Rückführung kann dabei entweder durch automatisierten Eingriff oder manuell durch Anleitung des Maschinenbedieners erfolgen. \r\nDie Realisierung eines solchen Informationskreislaufs ist aktuell jedoch relativ aufwändig, insbesondere für viele kleine und mittelständische Unternehmen. Das benötigte umfangreiche Know-how in verschiedensten Teilaspekten (Steuerungstechnik, Datenerfassung, Cloud-Plattform, Datenanalyse, Visualisierung, usw.) steht oft nicht zur Verfügung und kann nicht ohne erheblichen personellen Aufwand erarbeitet werden. Am Institut für Steuerungstechnik der Werkzeugmaschinen und Fertigungseinrichtungen (ISW) in Stuttgart werden derzeit verschiedene Forschungsprojekte durchgeführt, die kombiniert den Start in die digitale Produktion ermöglichen und erleichtern. Nachfolgend werden Erkenntnisse und Ergebnisse aus drei vom Bundesministerium für Bildung und Forschung (BMBF) geförderten Verbundprojekten vorgestellt.",
         "bibtexKey": "korb2017digitale"

      }
	  
   ]
}
