Conference Papers - 2019

Rene Kaiser, Stefan Thalmann, Viktoria Pammer-Schindler and Angela Fessl (KNOW)
Collaborating in a Research and Development Project: Knowledge Protection Parctices applied in a Co-opetitive Setting
In 10th Conference Professional Knowledge Management, Data Driven Knowledge Management workshop, proWM´2019.
[proWM19] 10th Conference Professional Knowledge Management
Potsdam, Germany (March 2019)

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Silia Maksuti, Oliver Schluga, Giuseppe Settanni, Markus Tauber, Jerker Delsnig (F-B; AIT)
Self-Adaptation Apploied to MQTT via GAMF
In IEEE Transactions on Semiconductor Manufacturing
https://www.ieee-icit2019.org/ 
Melbourne, Australia 

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Andreas Felsberger, Christian Wankmüller, Bernhard Oberegger, Gernot Lechner and Gerald Reiner (UNI-KLU, VIF, WUW)
An analysis of improvement potentials and imapcts on manufacturing performance
In 26th EurOMA Conference "Operations adding value to society"
http://euroma2019.org/
H
elsinki, Finland (June 2019)

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Andreas Felsberger, Christian Wankmüller, Gerald Reiner, Alexander Stocker, Gernot Lechner, Marius Lütkemeyer, Alessandro Sala (UNI-KLU, VIF, FHA)
Current state of digitalization in the European Components and Systems Industry: A multiple case study analysis
In 26th EurOMA Conference "Operations adding value to society"
http://euroma2019.org/
H
elsinki, Finland (June 2019)

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Conference Papers - 2018

Florian Roetzer, Alexander Aschauer, Andreas Steinboeck, Andreas Kugi
A Computationally Efficient 3D Mathematical Model of a Molybdenum Batch-Reheating Furnace
[Mathmod2018] 9th Vienna International Conference on Mathematical Modelling
Vienna, Austria (21 -22 February 2018)
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Germar Schneider, Thomas Wagner, Jens Naake, Sebastian Rank, Frank Schulze
Fab Simulation and Virtualization - The Key to Enhance the Fab Performance within the Semiconductor Industry
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Igor Stogniy, Wolfgang Scholl
The granularity of the automated-generated long-term simulation model
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Dennis Bauer, Florian Maier, Bernd Waschneck
Framework for a Closed Control Loop Between Supply Chain Segments and Production Line
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Mike Gißrau, Lutz Muche
Statistical KPI Forecast in Semiconductor Manufacturing
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Thomas Wagner, Germar Schneider, Klaus Kabitzsch
A Web-based Virtualization Toolbox for the Integrated Visualization of Data within Semiconductor Fabs
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Romana Boiger, Gerfried Millner, Manfred Mücke, Bernat Zaragoza Travieso
Towards Robust Visual Wafer Cleaning Anomaly Detection
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Anja Zernig, Olivia Bluder, Andre Kästner
Product health assessment using patterns in semiconductor wafer test data
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Alessio Mosca, Giuseppe De Nicolao, Germar Schneider, Torsten Niekisch; Davide Raimondo
Optimal Wafer Dispatching based on Dynamic Programming
{APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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L. Custodio, Pedro Vasconcelos, Ricardo Gaio
Pilot line for advance process control with self-learning cross-process root cause analysis
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany (16 - 18 April 2018)
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Lutz  Eichhorn, Klick Michael
APC of complex Bosch Process @ SPTS Rapier
[APC/M 2018] 18th European Advanced Process Control and Manufacturing Conference
Dresden, Germany  (16 - 18 April 2018)
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Tiago Santos, Roman Kern
Understanding semiconductor produtcion with variational auto-encoders
[ESANN 2018] European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Bruges, Belgium (25 - 27 April 2018)
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Lukas Lingitz, Viola Gallina, Fazel Ansari, David Gyulai, Andras Pfeiffer, Wilfried Sihn
Lead time prediction using machine learning algorithms: A case study by a semiconductor manufacturer
[CIRP-CMS 2018] 51st CIRP Conference on Manufacturing Systems
Stockholm, Sweden (16 - 18 May 2018)
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Germar Schneider, Sophia Keil, Gerhard Luhn
Oppurtinities, Challenges and Use Cases of Digitization iwthin the Semiconductor Industry
[ASMC 2018]
Saratiga Springs, USA (30 April - 1 May 2018)
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A. Aschauer, F. Roetzer, A. Steinboeck, A. Kugi
Scheduling of a Flexible Job Shop with Multiple Constraints
[INCOM 2018] - 16th IFAC Symposium on Information Control Problems in Manufacturing
Bergamo, Italy (11 - 13 June)
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Peter Tulala, Hamidreza Mahyar, Elahe Ghalebi, Radu Grosu 
Unsupervised Wafermap Patterns Clustering via Variational Autoencoders
[IJCNN 2018] at the IEE World Congress on Computational Intelligence
Rio de Janeiro, Brazil (8 - 13 July 2018)
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Ani Bicaku, Christoph Schmittner, Markus Tauber, Jrker Delsing
Monitoring Industry 4.0 Applications for Security and Safety Standard Compliance
ICPS 2018 - 1st IEEE International Conference on Industrial Cyber-Physical System
Russia (15 - 18 May 2018)
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Rene Kaiser (KNOW)
Opportunities and Challenges of Video and Video Communication Technology in Smart Factories
uDAYXVI - Assistenztechnologien in der Arbeitswelt
https://www.fhv.at/forschung/nutzerzentrierte-technologien/uday/uday-xvi-assistenztechnologien-in-der-arbeitswelt/
Vorarlberg, Austria (June, 2018)

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Federica Acerbi, Giuseppe De Nicolao, Josef Obiltschnig, Patrick Richter and Cristina De Luca (UNIPV; IFAT)
Accuracy and robustness against covariate shift of water chiller models
14th IEEE International Conference on Automation Science and Engineering
http://case2018.org/
Munich, Germany (August, 2018)

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Alessio Mosca and Davide M. Raimondo (UNIPV)
Stochastic Optimal Power Flow in islanded grids with renewable penetration, energy storage systems and possible curtailments
IEEE CCTA 2018 - 2nd IEEE Conference on Control Technology and Applications
http://ccta2018.ieeecss.org/
Kopenhagen, Denmark (August, 2018)

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Igor Stogniy and Wolfgang Scholl (IFD; TUD)
An experimental proof of the substitute route issues for automated long-term simulation model for semiconductor industry
Winter Simulation Conference 2018
http://meetings2.informs.org/wordpress/wsc2018/
Gothenburg, Sweden (December, 2018)

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Andreas Felsberger and Gerald Reiner (UNI-KLU)
How to measure the digital transformation along industrial value chains? Cases of the semiconductor industry
25th Annual EurOMA COnference 2018
http://euroma2018.org/
Budapest, Hungary (June, 2018)

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Federica Acerbi and Giuseppe De Nicolao (UNIPV)
Identification of the Gordon-Ng Chiller Model: Linear or Nonlinear Least Squares?
ETFA 2018 - IEEE 23rd Conference on Emerging Technologies and Factory Automation
http://ieee-etfa2018.com/
Torino, Italy (September, 2018)

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Rene Kaiser (KNOW)
Towards Applying the Virtual Director Concept to 360 Degree Video Content
ACM International Conference on Interactive Experiences for Television and online video: TVX360 Workshop
https://www.fokus.fraunhofer.de/go/tvx360
Seoul, Korea (June, 2018)

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Abdelkader Shaaban, Erwin Kristen and Christoph Schmittner (AIT)
Application of IEC 62443 for IoT Components
Safecomp 2018 - 37th Intrernation conference on computer safety, reliability & security - DECSoS 2018 - 13th International ERCIM/EWICS/ARTEMIS Workshop on "Dependable Smart Embedded and Cyber-physical Systems and Systems-of-Systems"
http://www.es.mdh.se/safecomp2018/index.php
Västeras, Sweden (September, 2018)

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Sebastian Rank (TUD)
SemI40 - Simulationsmodelle in der Halbleiterindustrie: Modellierung so detailliert wie nötig und so einfach wie möglich
10. Forum Technische Logistik
https://fotlog.de/
Dresden, Germany (June, 2018)

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Bernd Waschneck (GSaME), Andre Reichstaller (extern), Lenz Belzner (external), Thomas Altenmüller (IFAG), Thomas Bauernhansl (FHG), Alexander Knapp (external), Andreas Kyek (IFAG)
Deep Reinforcement Learning for Semiconductor Production Scheduling
ASMC 2018 SemI Advanced Semiconductor Manufacturing Conference
http://www1.semi.org/en/node/84496
Saratoga Springs, USA (Mai 2018)

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Bernd Waschneck (GSaME), Andre Reichstaller (extern), Lenz Belzner (external), Thomas Altenmüller (IFAG), Thomas Bauernhansl (FHG), Alexander Knapp (external), Andreas Kyek (IFAG)
Optimization of global production scheduling with deep reinforcement learning
The 51st CIRP Conference on Manufacutring Systems
https://www.cirp-cms2018.org/
Stockholm, Sweden (Mai, 2018)

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Darko Stanislavjevic (VIF), Manfred Rosenberger (VIF), Gernot Lechner (VIF), Stefan Körner (VIF), Roman Kern (KNOW), Bernd Jeitler (AVL), Alexander Stocker (VIF)
Ein Industrie 4.0 Use Case in der Motorenproduktion
Mensch und Computer 2018 (MUC 2018)
http://muc2018.mensch-und-computer.de/
Munich, Germany (September, 2018)

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Firooz B. Saghezchi (UAVR), Georgios Mantas (IT), Alireza Esfahani (IT), Hassan Alizadeh (UAVR), Joaquim Bastos (IT) and Jonathan Rodriguez (UAVR)
Machine Learning to Automate Network Segregation for Enhanced Secuirty in Industry 4.0
The 9th International Conference on Broadband Communications, Newtorks and Systems - Broadnets 2018
http://archive.broadnets.org/2018/show/home
Faro, Portugal (September, 2018)

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Stefan Schrunner (KAI), Olivia Bluder (KAI), Andre Kästner (IFAT), Roman Kern (KNOW)
A comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test Data
17th IEEE International Conference on Machine Learning and Applications 2018 (ICMLA)
https://www.icmla-conference.org/icmla18/
Orlando, Florida, USA (December, 2018)

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Frederic Ringsleben, Maik Benndorf, Thomas Haenselmann (HSMW), Romana Boiger, Manfred Muecke (MCL), Matthias Fehr, Dirk Motthes (IFD)
A new approach using characteristic video singals to improve the stability of manufacturing processes
Digital Image Computing: Techniques and Applications
https://dicta2018.org/
Canberra, Australia (September, 2018)

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Conference Papers - 2017

Zhendong Ma, Aleksandar Hudic, Abdelkader Shaaban and Sandor Plosz
Security Viewpoint in a Reference Architecture Model for Cyber-Physical Production Systems
S4CIP´17: 2nd Workshop on Safety & Security Assurance for Critical Infrastructures Protection
Paris, France (April 2017)
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Elisabeth Bauer, Ani Bicaku, Oliver Schluga, Markus Tauber and Silia Maksuti
ENISA Based Evaluation of IaaS-Cloud Backend for Industry 4.0
ACM AsiaCCS´17: 3rd ACM Cyber-Physical System Security Workshop
Abu Dhabi, UAE (April 2017)
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Silia Maksuit, Ani Bicaku, Markus Tauber, Silke Palkovits-Rauter and Sarah Haas 
Towards Flexible and Secure End-to-End Communication in Industry 4.0
ACM AsiaCCS´17: 3rd ACM Cyber-Physical System Security Workshop
Abu Dhabi, UAE (April 2017)
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Tiago Santos, Simon Walk and Denis Helic 
Nonlinear Characterization of Activity Dynamics in Online Collaboration Websites
WWW2017: Temporal Web Analytics Workshop
Perth, Australia (April 2017)
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Dennis Bauer, Florian Maier, Thomas Bauernhansl, Thomas Ponsignon, Daniel Gürster, Bernd Waschneck, Bernhard Oberegger, Andreas Felsberger, Gerald Reiner
Concept and possible application of an automated framework to influence production dispatch based on supply chain events
[IESM 2017] - International Conference on Industrial Engineering and Systems Management
S
aarbrücken, Germany (October 2017)
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Dennis Weihrauch, Paul Anton Schindler, Wielfried Sihn
A conceptual model for develpoing a smart process control system                                                                                [IRP 2017] Intelligent Computation in Manufacturing Engineering           
Neapel, Italy (March 2017)   
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Andreas Felsberger, Gerald Reiner 
The impact of Industry 4.0 on Sustainable Supply & Value Chain Management: A meta analysis
[EurOMA 2017] Inspiring Operation Management
Edinburgh, Scotland (July 2017)
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Manfred Rosenberger, Alexander Stocker 
Eine Vorgehensweise zur Unterstützung der Einführung von Industrie 4.0 Technologien
[Mensch und Computer 2017] Spielend einfach interagieren
Regensburg, Germany (September 2017)
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Heimo Gursch; David Cemernek, Roman Kern 
Multi-Loop Feedback Hierarchy Involving Human Workers in Manufacturing Processes
[Mensch und Computer 2017] Spielend einfach interagieren
Regensburg, Germany (September 2017)
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Federica Acerbi; Giuseppe De Nicolao; Cristina De Luca; Josef Obiltschnig; Patrick Richter
Black-box Identification of the Energy Efficiency Ratio of Water-cooled Chillers
[SIDRA 2017] Convegno Automatica.IT
Milan, Italy (September 2017)
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Bernd Waschneck; Lee W. F. Brian; Koh C. W. Benny; Christopher Rippler; Gottfried Schmid 
Unified Frontend and Backend Industrie 4.0 Roadmap for Semiconductor Manufacturing
[IKNOW 2017] Data-Driven Future Conference
Graz, Austria (October 2017)
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Andreas Felsberger, Bernhard Oberegger, Simon Reisinger, Gerald Reiner 
Decision Support for Operational Excellence in Manufacturing Systems
[IKNOW 2017] Data-Driven Future Conference
Graz, Austria (October 2017)
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Stefan Schrunner; Olivia Bluder; Anja Zernig; Andre Kaestner; Roman Kern 
Markov Random Fields for Pattern Extraction in Analog Wafer Test Data
[IPTA 2017] - International Conference on Image Processing Theory, Tools & Applications
Montreal, Canada (December 2017)
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Clemens Schwenke; Klaus Kabitzsch 
Continuous Flow Transport Scheduling for Conveyor-based AMHS in Wafer Fabs
[WSC 2017] Winter Simulation Conference 2017
Las Vegas, USA (December 2017)

Conference Papers - 2016

Darko Stanisavljevic and Michael Spitzer (VIF)
A Review of Machine Learning in Manufacturing
[i-KNOW 2016] - Sami40 - 1st International Workshop on Science, Application and Methods in Industry 4.0
Graz, Austria (October 2016)
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Andreas Felsberger, Bernhard Oberegger and Gerald Reiner (UNI-KLU)
A Review of Decision Support Systems for Manufacturing Systems
[i-KNOW 2016] - Sami40 - 1st International Workshop on Science, Application and Methods in Industry 4.0
Graz, Austria (October 2016)
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Bernd Waschneck, Thomas Altenmüller, Thomas Bauernhansl and Andreas Kyek (IFAG)
Production Scheduling in Complex Job Shops from an Industry 4.0 Perspective: A Review and Challenges in the Semiconductor Industry
[i-KNOW 2016] - Sami40 - 1st International Workshop on Science, Application and Methods in Industry 4.0
Graz, Austria (October 2016)
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Tiago Santos and Roman Kern (KNOW)
A literature survey of early time series classification and deep learning
[i-KNOW 2016] - Sami40 - 1st International Workshop on Science, Application and Methods in Industry 4.0
Graz, Austria (October 2016)
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