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Daniel Großmann

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2020 – today

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2024
[j10]
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Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Daniel Grossmann, Markus Bregulla:
Unlocking the Potential of Information Modeling for Root Cause Analysis in a Production Environment: A Comprehensive State-of-the-Art Review Using the Kitchenham Methodology. IEEE Access 12: 80266-80282 (2024)
[j9]
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Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla:
Automatized End Mill Wear Inspection Using a Novel Illumination Unit and Convolutional Neural Network. IEEE Access 12: 124282-124297 (2024)
[j8]
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Thomas Kampa, Christian Klaus Müller, Daniel Großmann:
Interlocking IT/OT security for edge cloud-enabled manufacturing. Ad Hoc Networks 154: 103384 (2024)
[j7]
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  - journals/sensors/BilalPKGGB24
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Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla:
The Effect of Annotation Quality on Wear Semantic Segmentation by CNN. Sensors 24(15): 4777 (2024)
[c28]
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Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Daniel Grossmann:
Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network. ETFA 2024: 1-8
[c27]
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Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann:
Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis. ETFA 2024: 1-8
[c26]
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Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann:
A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies. IS 2024: 1-9
2023
[c25]
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  - conf/etfa/KampaG23
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Thomas Kampa, Daniel Grossmann:
Half&Half: Intra-Flow Load Balancing and High Availability for Edge Cloud-enabled Manufacturing. ETFA 2023: 1-4
[c24]
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Simon Knollmeyer, Björn Mroß, Ralph Klaus Müller, Daniel Großmann:
Ontology based knowledge graph for information and knowledge management in factory planning. ETFA 2023: 1-4
[c23]
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Thomas Kampa, Amer El-Ankah, Daniel Grossmann:
High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures. INDIN 2023: 1-8
2022
[j6]
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  - journals/at/MullerGSJ22
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Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Ulrich Jumar:
Co-Simulation im Planungsprozess für die Informationsmodell-basierte virtuelle Inbetriebnahme. Autom. 70(7): 612-622 (2022)
[j5]
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  - journals/juspn/MathiasG22
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Selvine G. Mathias, Daniel Grossmann:
Use Cases of Data Reduction to Time Series Data in Sensor Monitoring. J. Ubiquitous Syst. Pervasive Networks 16(2): 87-92 (2022)
[c22]
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Niklas Ambrosy, Thomas Kampa, Ulrich Jumar, Daniel Großmann:
5G and DetNet: Towards holistic determinism in industrial networks. ICIT 2022: 1-6
[c21]
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Thomas Kampa, Christian Klaus Müller, Daniel Großmann:
IP-based Architecture for an Edge Cloud enabled Factory: Concept and Requirements. WFCS 2022: 1-8
2021
[j4]
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  - journals/arc/SchmiedMGMJ21
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Sebastian Schmied, Selvine G. Mathias, Daniel Großmann, Ralph Klaus Müller, Ulrich Jumar:
Information modelling with focus on existing manufacturing systems. Annu. Rev. Control. 51: 392-400 (2021)
[j3]
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  - journals/jaihc/MathiasSG21
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Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
A framework for monitoring multiple databases in industries using OPC UA. J. Ambient Intell. Humaniz. Comput. 12(1): 47-56 (2021)
[j2]
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Sebastian Schmied, Daniel Grossmann, Selvine G. Mathias, Ralph Klaus Müller:
Integration of Manufacturing Information via Dynamic Information Model Aggregation. Vietnam. J. Comput. Sci. 8(2): 245-262 (2021)
[c20]
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Selvine G. Mathias, Daniel Grossmann, Tapanta Bhanja:
Exploring Distance Based Approaches for Reducing Sensor Data in Defect Related Prognosis. ANT/EDI40 2021: 614-621
[c19]
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Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias:
Architecture of a Model in the Middle approach for virtual commissioning and integration of production entities. ETFA 2021: 1-4
[c18]
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Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
A concept towards the evolution and versioning of aggregated information models. ETFA 2021: 1-4
[c17]
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  - conf/iecon/MathiasMGKS21
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Selvine G. Mathias, Mathew John Mancha, Daniel Grossmann, Bernd Kujat, Kay Schiebold:
Investigations on Numerical Techniques for Detecting Variations in Acoustic Emissions. IECON 2021: 1-6
[c16]
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Selvine G. Mathias, Daniel Grossmann:
Efficacy of Statistical Formulations on Acoustic Emission Signals for Tool Wear Predictions. IN4PL 2021: 108-115
2020
[j1]
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Sebastian Schmied, Daniel Großmann, Ralph Klaus Müller, Selvine G. Mathias, Ulrich Jumar:
Erstellung und Management von Informationsmodellen für bestehende Produktionssysteme. Autom. 68(5): 325-336 (2020)
[c15]
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Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Suprateek Banerjee:
Vertical Integration via Dynamic Aggregation of Information in OPC UA. ACIIDS (Companion) 2020: 204-215
[c14]
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Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
An Investigation on Database Connections in OPC UA Applications. ANT/EDI40 2020: 602-609
[c13]
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  - conf/dsaa/ThakurBMG20
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Akshay Thakur, Robert Beck, Sanaz Mostaghim, Daniel Großmann:
Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case study. DSAA 2020: 781-782
[c12]
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Akshay Thakur, Robert Beck, Sanaz Mostaghim, Daniel Großmann:
Survey into predictive key performance indicator analysis from data mining perspective. ETFA 2020: 476-483
[c11]
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  - conf/etfa/MathiasSGMM20
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Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann, Ralph Klaus Müller, Björn Mroß:
A Compliance Testing Structure for Implementation of Industry Standards through OPC UA. ETFA 2020: 1091-1094
[c10]
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Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
An approach for aggregation and historicization of production entities in the graph. ETFA 2020: 1107-1110
[c9]
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Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias:
Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages. ETFA 2020: 1159-1162
[c8]
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  - conf/icphys/SchmiedGMM20
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Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
An approach for an industrial information model management. ICPS 2020: 402-405
[c7]
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  - conf/ictai/MathiasSG20
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Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
Monitoring of Discrete Electrical Signals from Welding Processes using Data Mining and IIoT Approaches. ICTAI 2020: 911-916
[c6]
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  - conf/m2p/FleischmannFG020
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Albert Fleischmann, Anton Friedl, Daniel Großmann, Werner Schmidt:
Modeling and Implementing of Industrie 4.0 Scenarios. M2P 2020: 90-112

2010 – 2019

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2019
[c5]
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  - conf/etfa/SchmiedGD19
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Sebastian Schmied, Daniel Grossmann, Bastian Denk:
A systematic top-down information modelling approach for workshop-type manufacturing systems. ETFA 2019: 1305-1308
[c4]
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  - conf/iccae/BanerjeeG19
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Suprateek Banerjee, Daniel Großmann:
OPC UA and Dynamic Web Services: A generic flexible Industrial Communication Approach. ICCAE 2019: 114-117
2017
[c3]
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  - conf/etfa/MirandaCBGPW17
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Jorge Miranda, Jorge Cabral, Suprateek Banerjee, Daniel Grossmann, Christian Fischer Pedersen, Stefan Rahr Wagner:
Analysis of OPC unified architecture for healthcare applications. ETFA 2017: 1-4
2016
[c2]
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Suprateek Banerjee, Daniel Grossmann:
An Electronic Device Description Language based approach for communication with dbms and file system in an industrial automation scenario. ETFA 2016: 1-4
2014
[b1]
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Daniel Grossmann:
Offene Integrationsplattform für das Feldgeräte-Management (Open Integration Platform for Device Management). Technical University of Munich, Germany, 2014
[c1]
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Daniel Grossmann, Markus Bregulla, Suprateek Banerjee, Dirk Schulz, Roland Braun:
OPC UA server aggregation - The foundation for an internet of portals. ETFA 2014: 1-6

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