Publikationen

Publikationen des Projekts

2023

Drumond, Rafael Rego; Brinkmeyer, Lukas; Schmidt-Thieme, Lars

Few-Shot Human Motion Prediction for Heterogeneous Sensors Inproceedings

In: Kashima, Hisashi; Ide, Tsuyoshi; Peng, Wen-Chih (Ed.): Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part {II}, 2023.

Abstract | BibTeX | Schlagwörter:

Wißbrock, Peter; Richter, Yvonne; Pelkmann, David; Ren, Zhao; Palmer, Gregory

Cutting Through the Noise: An Empirical Comparison of Psycho-Acoustic and Envelope-based Features for Machinery Fault Detection Inproceedings

In: ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1-5, IEEE 2023.

Abstract | Links | BibTeX | Schlagwörter: Assembly Line Inspection, Envelope Spectrum, Gear Fault Detection, IIP-Ecosphere, Industrial Noise, Psychoacoustics

Feichtinger, Kevin; Meixner, Kristof; Rinker, Felix; Koren, István; Eichelberger, Holger; Heinemann, Tonja; Holtmann, Jörg; Konersmann, Marco; Michael, Judith; Neumann, Eva-Maria; Pfeiffer, Jérôme; Rabiser, Rick; Riebisch, Matthias; Schmid, Klaus

Software in Cyberphysischen Produktionssystemen - Herausforderungen zur Umsetzung in der Industrie Journal Article

In: ATP-Magazin, 2023 (4), pp. 62-68, 2023, ISSN: 2190-4111.

Abstract | BibTeX | Schlagwörter: IIP-Ecosphere

Eichelberger, Holger; Palmer, Gregory; Niederee, Claudia

Developing an AI-enabled Industry 4.0 platform - Performance experiences on deploying AI onto an industrial edge device Journal Article

In: Softwaretechnik-Trends, 43 (1), pp. 35-37, 2023, ISSN: 0702-8928.

Abstract | BibTeX | Schlagwörter: IIP-Ecosphere, Industrie 4.0, Industry 4.0, Platform

Sauer, Christian Severin; Eichelberger, Holger

Performance Evaluation of BaSyx based Asset Administration Shells for Industry 4.0 Applications Journal Article

In: Softwaretechnik-Trends, 43 (1), pp. 47-49, 2023, ISSN: 0702-8928.

Abstract | BibTeX | Schlagwörter: Asset Administration Shells, IIP-Ecosphere, Industrie 4.0, Industry 4.0, Platform, Verwaltungsschale

Alamoush, Ahmad; Eichelberger, Holger

Adapting Kubernetes to IIoT and Industry 4.0 protocols - An initial performance analysis Journal Article

In: Softwaretechnik-Trends, 43 (1), pp. 41-43, 2023, ISSN: 0702-8928.

Abstract | BibTeX | Schlagwörter: IIoT, IIoT-Platform, IIP-Ecosphere, Platform

2022

Reimer, Jef; YandongWang,; Laridi, Sofane; Urdich, Juergen; SörenWilmsmeier,; Palmer, Gregory

Identifying cause-and-effect relationships of manufacturing errors using sequence-to-sequence learning Technical Report

2022.

Abstract | Links | BibTeX | Schlagwörter:

Eichelberger, Holger; Reimer, Svenja; Niederée, Claudia; Palmer, Gregory

Virtuelle IIoT-Plattform für die Digitalisierung der Fertigung Journal Article

In: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117 (12), 2022.

Abstract | Links | BibTeX | Schlagwörter: Digitalisierung, IIoT-Platform, IIP-Ecosphere, Verwaltungsschale

Eichelberger, Holger; Palmer, Gregory; Niederée, Claudia

Developing an AI-enabled Industry 4.0 platform – Performance experiences on deploying AI onto an industrial edge device Inproceedings

In: 13th Symposium on Software Performance 2022, 2022.

Abstract | Links | BibTeX | Schlagwörter: IIP-Ecosphere, Industrie 4.0, Platform Activities, Virtual Platform

Alamoush, Ahmad; Eichelberger, Holger

Adapting Kubernetes to IIoT and Industry 4.0 protocols - An initial performance analysis Inproceedings

In: 13th Symposium on Software Performance 2022, 2022.

Abstract | Links | BibTeX | Schlagwörter: IIoT, IIP-Ecosphere, Industrie 4.0, Industry 4.0, Virtual Platform

Sauer, Christian; Eichelberger, Holger

Performance Evaluation of BaSyx based Asset Administration Shells for Industry 4.0 Applications Inproceedings

In: 13th Symposium on Software Performance 2022, 2022.

Abstract | Links | BibTeX | Schlagwörter: Asset Administration Shells, IIP-Ecosphere, Industrie 4.0

Faubel, Leonhard; Schmid, Klaus; Eichelberger, Holger

Is MLOps different in Industry 4.0? General and Specific Challenges Conference

3rd International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL), 2022.

Abstract | Links | BibTeX | Schlagwörter: Industrie 4.0, MLOps

Eichelberger, Holger; Palmer, Gregory; Reimer, Svenja; Trong Vu, Tat; Do, Hieu; Laridi, Sofiane; Weber, Alexander; Niederée, Claudia; Hildebrandt, Thomas

Developing an AI-Enabled IIoT Platform - Lessons Learned from Early Use Case Validation Inproceedings

In: Batista, Thais; Burevs, Tom'avs; Raibulet, Claudia; Muccini, Henry (Ed.): Software Architecture. ECSA 2022 Tracks and Workshops, pp. 265-283, Springer International Publishing, Cham, 2022, ISBN: 978-3-031-36889-9.

Abstract | BibTeX | Schlagwörter: IIoT, IIoT-Platform, IIP-Ecosphere, Industrie 4.0, Industry 4.0, KI in der Produktion, Virtual Platform

Eichelberger, Holger; Ahmadian, Amir Shayan; Dewes, Andreas; Ehl, Marco; Alamoush, Ahmad; Staciwa, Monika; Casado, Miguel Gómez

IIP-Ecosphere Platform Handbook v0.4.0 Whitepaper

In: 2022.

Links | BibTeX | Schlagwörter: Architecture, IIP-Ecosphere, Industrie 4.0, Manual, Virtual Platform

Eichelberger, Holger; Palmer, Gregory; Reimer, Svenja; Vu, Tat Trong; Do, Hieu; Laridi, Sofiane; Weber, Alexander; Niederée, Claudia; Hildebrandt, Thomas

Developing an AI-enabled IIoT platform - An early use case validation Inproceedings

In: SASI4 @ ECSA'22, 2022.

Abstract | Links | BibTeX | Schlagwörter: Artificial Intelligence, Asset Administration Shells, IIoT, Industry 4.0, Platform

Hildebrandt, Petra

Vortrag “Aufwand und Nutzen – Einsatz künstlicher Intelligenz bei der Prüfung von Leiterplatten“ Presentation

30.06.2022.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Sennheiser

Kirschbaum, Julius; Posselt, Tim; Roth, Angela

Use-Case-based Innovation for Artificial Intelligence - An ontological Approach Inproceedings

In: ECIS 2022 Proceedings, AIS Electronic Library (AISeL), 2022.

Abstract | Links | BibTeX | Schlagwörter: Adoption, Artificial Intelligence, IIP-Ecosphere, Innovation, Künstliche Intelligenz, Ontology, Use Case

Eichelberger, Holger; Ahmadian, Amir Shayan; Dewes, Andreas; Ehl, Marco; Ahmadian, Miguel Gómez Casado; Dewes, Andreas; Ehl, Marco; Staciwa, Monika; Casado, Miguel Gómez

IIP-Ecosphere Platform Handbook v0.3.0 Whitepaper

In: 2022.

Links | BibTeX | Schlagwörter: Architecture, IIP-Ecosphere, IIP-Ecosphere Manual, Manual, UML, Virtual Platform

Wilkens, Rainer

Vortrag „Wandlungsfähiges Produktionssystem – Gedanken und Ansätze“ Presentation

02.06.2022.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Künstliche Intelligenz, Sennheiser

Holger Eichelberger, and Heiko Stichweh; Sauer, Christian

Requirements for an AI-enabled Industry 4.0 Platform – Integrating Industrial and Scientific Views Conference

2022, ISBN: 978-1-61208-946-1 / 2519-8394.

Abstract | Links | BibTeX | Schlagwörter: adaptation, AI, asset administration shell, Edge, Industry 4.0 platforms, intelligent production, Requirements

Denkena, Berend; Bergmann, Benjamin; Becker, Jonas; Blech, Heiko

Sensorlose Überwachung der Einzelteilfertigung Journal Article

In: Wt Werkstattstechnik online, Jahrgang 111 (2021) (Heft 05), pp. 305-308, 2022, ISSN: 1436-4980.

Abstract | Links | BibTeX | Schlagwörter: Einzelteilfertigung, Maschinelles Lernen, Überwachung

2021

Arnu, David; Klinkenberg, Ralf

Industrial Data Science Platform and Applications in Electronics and Manufacturing Industries Presentation

14.12.2021.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Industrie 4.0, RapidMiner, Sennheiser

Denkena, Berend; Bergmann, Benjamin; H., Tobias

Transfer of Process References between Machine Tools for Online Tool Condition Monitoring Journal Article

In: Machines, 9 (11), 2021.

Abstract | Links | BibTeX | Schlagwörter: Knowledge Transfer, Machine Tools; Turning; Process Monitoring

Niederée, Claudia; Eichelberger, Holger; Schmees, Hans-Dieter; Broos, Alexander; Schreiber, Per

KI in der Produktion – Quo vadis? Whitepaper

In: 2021.

Links | BibTeX | Schlagwörter: IIoT, IIP-Ecosphere, Industrie 4.0, KI in der Produktion, Produktion, Umfrage

Niederée, Claudia; Eichelberger, Holger; Schmees, Hans-Dieter; Broos, Alexander; Schreiber, Per

Management Summary zu Whitepaper "KI in der Produktion – Quo vadis?" Miscellaneous

2021.

Links | BibTeX | Schlagwörter: IIoT, IIP-Ecosphere, Industrie 4.0, KI in der Produktion

Hildebrandt, Petra

Vortrag „KI allein genügt nicht!“ Presentation

24.09.2021.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Künstliche Intelligenz, Sennheiser

Denkena, Berend; Bergmann, Benjamin; Becker, Jonas; Stiehl, Tobias

Time Series Search and Similarity Identification Journal Article

In: Production at the Leading Edge of Technology, 2022 , pp. 479-487, 2021, ISBN: 978-3-030-78424-9.

Abstract | Links | BibTeX | Schlagwörter: Barycenter Averaging, Time Series Clustering

Denkena, Berend; Dittrich, Marc-André; Fohlmeister, Silas; Kemp, Daniel; Palmer, Gregory

Scalable cooperative multi-agentreinforcement-learning for order-controlled on schedule manufacturing in flexible manufacturing systems Conference

2021.

Abstract | Links | BibTeX | Schlagwörter:

Eichelberger, Holger; Ahmadian, Amir Shayan; Dewes, Andreas; Ehl, Marco; Staciwa, Monika; Ahmadian, Miguel Gómez Casado; Dewes, Andreas; Ehl, Marco; Staciwa, Monika; Casado, Miguel Gómez

IIP-Ecosphere Platform Handbook v0.20 Whitepaper

In: 2021.

Links | BibTeX | Schlagwörter: Architecture, IIP-Ecosphere, Manual, Rationales, UML, Virtual Platform

Casado, Miguel Gomez; Eichelberger, Holger

Industry 4.0 Resource Monitoring - Experiences With Micrometer and Asset Administration Shells Inproceedings

In: CEUR-WS Proceedings of Symposium on Software Performance 2021 (SSP'21), CEUR-WS.org, 2021.

Links | BibTeX | Schlagwörter: Asset Administration Shells, IIP-Ecosphere, Industrie 4.0

Bonhage, Malte; Wilkens, Rainer; Denkena, Berend; Kemp, Daniel

Der digitale Zwilling als Basis für ein intelligentes und skalierbares Produktionssystem Magazine

2021.

Abstract | Links | BibTeX | Schlagwörter: Asset-Administration-Shell, Digital Twin, Verwaltungsschale

Jalowski, Max; Roth, Angela; Oks, Sascha J.; Wilga, Matthäus

Innovation KI-basierter Dienstleistungen für die industrielle Wertschöpfung – Ein artefaktzentrierter Ansatz Book Chapter

In: Bruhn, Martin; Hadwich, Karsten (Ed.): Künstliche Intelligenz im Dienstleistungsmanagement. Forum Dienstleistungsmanagement., pp. 158-183, 2021, ISBN: 978-3-658-34324-8.

Abstract | Links | BibTeX | Schlagwörter: Dienstleistungsmanagement, Künstliche Intelligenz

Hildebrandt, Petra

Vortrag “Vollautomatischer Funktionstest bestückter Leiterplatten – Kann KI bei der Fehlerdiagnose helfen?“ Presentation

28.06.2021.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Künstliche Intelligenz, Sennheiser

Wilga, Matthäus; Jalowski, Max; Kirschbaum, Julius; Roth, Angela

A Systematic Characterization of Artificial Intelligence Business Models as a Fundament for Business Model Innovation and Strategic Decision-Making Conference

21st European Academy of Management (EURAM) Conference 2021, 2021.

Links | BibTeX | Schlagwörter: Artificial Intelligence, Business Model

Kemp, Daniel; Bonhage, Malte; Wilkens, Rainer

Der digitale Zwilling als Basis für ein intelligentes und skalierbares Produktionssystem Journal Article

In: SPS Magazin, 6 (June) 2021 , 2021.

Links | BibTeX | Schlagwörter: Artificial Intelligence, Digital Twin, IIP-Ecosphere, Sennheiser

Wilkens, Rainer

[No title] Presentation

10.06.2021.

Links | BibTeX | Schlagwörter:

Graf, Walter; Wilmsmeier, Sören

Quantum Technology in Flexible Job Shop Scheduling? – A Field Report Using Digital Annealer Conference

2021.

Abstract | Links | BibTeX | Schlagwörter: Digital annealer, Flexible job shop scheduling, Quantum Algorithms

Denkena, Berend; Fritz Schinkel, Jonathan Pirnay; Wilmsmeier, Sören

Quantum Algorithms for Process Parallel Flexible Job Shop Scheduling Journal Article

In: CIRP Journal of Manufacturing Science and Technology, 33 , pp. 100-114, 2021.

Abstract | Links | BibTeX | Schlagwörter: Digital annealer, Flexible job shop scheduling, Process parallel optimization, Production planning and control

Eichelberger, Holger; Sauer, Christian; Ahmadian, Amir Shayan; Schicktanz, Michael; Dewes, Andreas; Palmer, Gregory; Niederée, Claudia

IIP-Ecosphere Plattform – Anforderungen (Funktionale und Qualitäts-Sicht) Whitepaper

In: 2021.

Abstract | Links | BibTeX | Schlagwörter: Functional, Quality, Requirements, Virtual Platform

Stichweh, Heiko; Sauer, Christian; Eichelberger, Holger

IIP-Ecosphere Platform Requirements (Usage View) Whitepaper

In: 2021.

Abstract | Links | BibTeX | Schlagwörter: AI Services, Application Building, Artificial Intelligence, IIoT, IIoT-Platform, IIP-Ecosphere, Platform Activities, Platform Requirements, Usage View

Fabian Bruckner,; Jahnke, Nils

Datenschutz und Datensicherheit in Datenökosystemen Whitepaper

In: 2021.

Abstract | Links | BibTeX | Schlagwörter: Data Ecosystems, Datenökosysteme, Datenschutz, Datensicherheit, IIP-Ecosphere, International Data Spaces, Usage Control

Wilmsmeier, Sören

Taktzeitoptimierung mithilfe von künstlicher Intelligenz Booklet

2021.

Abstract | Links | BibTeX | Schlagwörter: Optimierung, Taktzeit, Ursache-Wirkungs-Analyse

Sauer, Christian; Eichelberger, Holger; Ahmadian, Amir Shayan; Dewes, Andreas; Jürjens, Jan

Aktuelle Industrie 4.0 Plattformen – Eine Übersicht Whitepaper

In: (DE: IIP-2020/001, EN: IIP-2020/001-en), 2021.

Abstract | Links | BibTeX | Schlagwörter: Artificial Intelligence, Customizability, Ecosystem, Edge, Industry 4.0, platforms, Protocols

Hildebrandt, Petra

Vortrag „Lohnt sich KI?“ Presentation

11.02.2021.

BibTeX | Schlagwörter: Artificial Intelligence, IIP-Ecosphere, Künstliche Intelligenz, Sennheiser

Jomaa, Hadi S.; Schmidt-Thieme, Lars; Grabocka, Josif

Dataset2Vec: Learning Dataset Meta-Features Journal Article

In: Data Mining and Knowlege Discovery, 10618 (0737), pp. 22, 2021.

Abstract | Links | BibTeX | Schlagwörter: Hyperparameter Optimization, Meta-feature Learning, Meta-learning

2020

Jalowski, Max; Schymanietz, Martin; Möslein, Kathrin M.

Supporting Participants in Creative Processes: Opportunities for Persuasive Technology in Participatory Design Conference

2020.

Links | BibTeX | Schlagwörter: Creative Process, Creativity, Participant Support, Persuasive Technology, User Behavior

Denkena, Berend; Bergmann, Benjamin; Reimer, Svenja; Schmidt, Alexander; Stiehl, Tobias; Witt, Matthias

KI-gestützte Prozessüberwachung in der Zerspanung Journal Article

In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, 115 (5), pp. 295-298, 2020, ISBN: 0947–0085.

Links | BibTeX | Schlagwörter: Industrie 4.0, Künstliche Intelligenz, Produktion, Prozessüberwachung

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