Hidden Markov model-based predictive maintenance in semiconductor manufacturing: A genetic algorithm approach.

Jens Folmer Jakob Kinghorst Omid Geramifard Ming Luo Hian-Leng Chan Khoo Yong Jens Folmer Minjie Zou Birgit Vogel-Heuser Hidden Markov model-based predictive maintenance in semiconductor manufacturing: A genetic algorithm approach. 1260-1267 2017 CASE https://doi.org/10.1109/COASE.2017.8256274 conf/case/2017 db/conf/case/case2017.html#KinghorstGLCYFZ17 Emanuel Trunzer Iris Kirchen Jens Folmer Gennadiy D. Koltun Birgit Vogel-Heuser A flexible architecture for data mining from heterogeneous data sources in automated production systems. 1106-1111 2017 ICIT https://doi.org/10.1109/ICIT.2017.7915517 https://www.wikidata.org/entity/Q57390928 conf/icit2/2017 db/conf/icit2/icit2017.html#TrunzerKFKV17 Iris Kirchen Daniel Schütz Jens Folmer Birgit Vogel-Heuser Metrics for the evaluation of data quality of signal data in industrial processes. 819-826 2017 INDIN https://doi.org/10.1109/INDIN.2017.8104878 conf/indin/2017 db/conf/indin/indin2017.html#KirchenSFV17 Thorsten Pötter Jens Folmer Birgit Vogel-Heuser Enabling Industrie 4.0 - Chancen und Nutzen für die Prozessindustrie. 71-83 2017 Handbuch Industrie 4.0 (4) https://doi.org/10.1007/978-3-662-53254-6_4 reference/industrie/2017-4 db/reference/industrie/hi2017-4.html#PotterFV17 David de-Felipe Tobias Klee Jens Folmer Birgit Vogel-Heuser Ernest Benedito A multivariate process capability index that complies with industry requirements. 4601-4606 2016 IECON https://doi.org/10.1109/IECON.2016.7793509 https://www.wikidata.org/entity/Q57390947 conf/iecon/2016 db/conf/iecon/iecon2016.html#de-FelipeKFVB16 Birgit Vogel-Heuser Thomas Simon Jens Folmer Robert Heinrich Kiana Rostami Ralf Reussner Towards a common classification of changes for information and automated production systems as precondition for maintenance effort estimation. 166-172 2016 INDIN https://doi.org/10.1109/INDIN.2016.7819152 https://www.wikidata.org/entity/Q57390940 conf/indin/2016 db/conf/indin/indin2016.html#Vogel-HeuserSFH16 Jens Folmer Carolin Schrufer Julian Fuchs Christian Vermum Birgit Vogel-Heuser Data-driven valve diagnosis to increase the overall equipment effectiveness in process industry. 1082-1087 2016 INDIN https://doi.org/10.1109/INDIN.2016.7819326 https://www.wikidata.org/entity/Q57390930 conf/indin/2016 db/conf/indin/indin2016.html#FolmerSFVV16 Birgit Vogel-Heuser Jan Weber Jens Folmer Evaluating reconfiguration abilities of automated production systems in Industrie 4.0 with metrics. 1-6 2015 ETFA https://doi.org/10.1109/ETFA.2015.7301441 https://www.wikidata.org/entity/Q57391008 conf/etfa/2015 db/conf/etfa/etfa2015.html#Vogel-HeuserWF15 Constantin Scheuermann Bernd Bruegge Jens Folmer Stephan A. W. Verclas Incident Localization and Assistance System: A case study of a Cyber-Physical Human System. 57-61 2015 ICCC Workshops https://doi.org/10.1109/ICCChinaW.2015.7961580 conf/iccchina/2015w db/conf/iccchina/iccchina2015w.html#ScheuermannBFV15 Birgit Vogel-Heuser Jens Folmer Thomas Aicher Jakob Mund Sebastian Rehberger Coupling simulation and model checking to examine selected mechanical constraints of automated production systems. 37-42 2015 INDIN https://doi.org/10.1109/INDIN.2015.7281707 https://www.wikidata.org/entity/Q57391000 conf/indin/2015 db/conf/indin/indin2015.html#Vogel-HeuserFAM15 Birgit Vogel-Heuser Stefan Feldmann Jens Folmer Jan Ladiges Alexander Fay Sascha Lity Matthias Tichy Matthias Kowal Ina Schaefer Christopher Haubeck Winfried Lamersdorf Timo Kehrer Sinem Getir Mattias Ulbrich Vladimir Klebanov Bernhard Beckert Selected challenges of software evolution for automated production systems. 314-321 2015 INDIN https://doi.org/10.1109/INDIN.2015.7281753 https://www.wikidata.org/entity/Q57391021 conf/indin/2015 db/conf/indin/indin2015.html#Vogel-HeuserFFL15 Birgit Vogel-Heuser Jakob Mund Matthias Kowal Christoph Legat Jens Folmer Sabine Teufl Ina Schaefer Towards interdisciplinary variability modeling for automated production systems: Opportunities and challenges when applying delta modeling: A case study. 322-328 2015 INDIN https://doi.org/10.1109/INDIN.2015.7281754 https://www.wikidata.org/entity/Q57391026 conf/indin/2015 db/conf/indin/indin2015.html#Vogel-HeuserMKL15 Birgit Vogel-Heuser Stefan Feldmann Jens Folmer Susanne Rösch Robert Heinrich Kiana Rostami Ralf Reussner Architecture-Based Assessment and Planning of Software Changes in Information and Automated Production Systems State of the Art and Open Issues. 687-694 2015 SMC https://doi.org/10.1109/SMC.2015.130 https://www.wikidata.org/entity/Q57390955 conf/smc/2015 db/conf/smc/smc2015.html#Vogel-HeuserFFR15

Birgit Vogel-Heuser Jens Folmer Christoph Legat Anforderungen an die Softwareevolution in der Automatisierung des Maschinen- und Anlagenbaus. 163-174 2014 62 Autom. 3 https://doi.org/10.1515/auto-2013-1051 https://www.wikidata.org/entity/Q56681349 db/journals/at/at62.html#Vogel-HeuserFL14

Birgit Vogel-Heuser Christoph Legat Jens Folmer Susanne Rösch Challenges of Parallel Evolution in Production Automation Focusing on Requirements Specification and Fault Handling. 758-770 2014 62 Autom. 11 http://www.degruyter.com/view/j/auto.2014.62.issue-11/auto-2014-1111/auto-2014-1111.xml db/journals/at/at62.html#Vogel-HeuserLFR14

Christoph Legat Jakob Mund Alarico Campetelli Georg Hackenberg Jens Folmer Daniel Schütz Manfred Broy Birgit Vogel-Heuser Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance. 815-825 2014 62 Autom. 11 http://www.degruyter.com/view/j/auto.2014.62.issue-11/auto-2014-1126/auto-2014-1126.xml db/journals/at/at62.html#LegatMCHFSBV14

Christoph Legat Jens Folmer Birgit Vogel-Heuser Evolution in industrial plant automation: A case study. 4386-4391 2013 IECON https://doi.org/10.1109/IECON.2013.6699841 https://www.wikidata.org/entity/Q57391080 conf/iecon/2013 db/conf/iecon/iecon2013.html#LegatFV13 Morteza Hashemi Farzaneh Stefan Feldmann Christoph Legat Jens Folmer Birgit Vogel-Heuser Modeling Multicore Programmable Logic Controllers in Networked Automation Systems. 4398-4403 2013 IECON https://doi.org/10.1109/IECON.2013.6699843 https://www.wikidata.org/entity/Q57391086 conf/iecon/2013 db/conf/iecon/iecon2013.html#FarzanehFLFV13 Lisa Abele Maja Anic Tim Gutmann Jens Folmer Martin Kleinsteuber Birgit Vogel-Heuser Combining Knowledge Modeling and Machine Learning for Alarm Root Cause Analysis. 1843-1848 2013 MIM https://doi.org/10.3182/20130619-3-RU-3018.00057 https://www.wikidata.org/entity/Q57391069 conf/mim/2013 db/conf/mim/mim2013.html#AbeleAGFKV13 Jens Folmer Birgit Vogel-Heuser Computing dependent industrial alarms for alarm flood reduction. 1-6 2012 SSD https://doi.org/10.1109/SSD.2012.6198008 https://www.wikidata.org/entity/Q57391097 conf/IEEEssd/2012 db/conf/IEEEssd/ssd2012.html#FolmerV12 Birgit Vogel-Heuser Jens Folmer Georg Frey Liu Liu 0019 Holger Hermanns Arnd Hartmanns Modeling of Networked Automation Systems for simulation and model checking of time behavior. 1-5 2012 SSD https://doi.org/10.1109/SSD.2012.6197943 https://www.wikidata.org/entity/Q57391108 conf/IEEEssd/2012 db/conf/IEEEssd/ssd2012.html#Vogel-HeuserFFL12 Jens Folmer Birgit Vogel-Heuser Model-Based Approach to Generate Training Sequences for Discrete Event Anomaly Detection in Manufacturing. 151-156 2012 CESCIT https://doi.org/10.3182/20120403-3-DE-3010.00080 https://www.wikidata.org/entity/Q57391107 conf/cescit/2012 db/conf/cescit/cescit2012.html#FolmerV12 Jens Folmer Benedikt Weißenberger Birgit Vogel-Heuser Heiko Meyer Diagnosis of automation devices based on engineering and historical data. 1-4 2012 ETFA https://doi.org/10.1109/ETFA.2012.6489688 https://www.wikidata.org/entity/Q57391100 conf/etfa/2012 db/conf/etfa/etfa2012.html#FolmerWVM12 Dmitry Renzhin Dorothea Pantförder 0001 Jens Folmer Birgit Vogel-Heuser Darstellungskonzepte für die zustandsabhängige Diagnose industrieller Kommunikationsnetzwerken für verteilte Automatisierungssysteme. 91-100 2012 MBEES conf/mbees/2012 db/conf/mbees/mbees2012.html#RenzhinPFV12 Jens Folmer Dorothea Pantförder 0001 Jochen W. Guck Amin Hosseini Birgit Vogel-Heuser Realisierung eines Konzeptes zur Diagnose ethernetbasierter Echtzeitkommunikationssysteme. 99-108 2012 Echtzeit https://doi.org/10.1007/978-3-642-33707-9_11 conf/pearl/2012 db/conf/pearl/echtzeit2012.html#FolmerPGHV12 Daniel Schütz Markus Schraufstetter Jens Folmer Birgit Vogel-Heuser Thomas Gmeiner Kristina Shea Highly reconfigurable production systems controlled by real-time agents. 1-8 2011 ETFA https://doi.org/10.1109/ETFA.2011.6058991 https://www.wikidata.org/entity/Q57391129 conf/etfa/2011 db/conf/etfa/etfa2011.html#SchutzSFVGS11 Jens Folmer Dorothea Pantförder 0001 Birgit Vogel-Heuser An Analytical Alarm Flood Reduction to Reduce Operator's Workload. 297-306 2011 HCI (4) https://doi.org/10.1007/978-3-642-21619-0_38 https://www.wikidata.org/entity/Q57391120 conf/hci/2011-4 db/conf/hci/hci2011-4.html#FolmerPV11 Dmitry Renzhin Jens Folmer Herausforderungen bei der Performanz-Analyse automatisierungstechnischer Kommunikationssysteme. 41-50 2011 MBEES conf/mbees/2011 db/conf/mbees/mbees2011.html#RenzhinF11 Jens Folmer Daniel Schütz Markus Schraufstetter Birgit Vogel-Heuser Konzept zur Erhöhung der Flexibilität von Produktionsanlagen durch Einsatz von rekonfigurierbaren Anlagenkomponenten und echtzeitfähigen Softwareagenten. 121-130 2011 Echtzeit https://doi.org/10.1007/978-3-642-24658-6_14 conf/pearl/2011 db/conf/pearl/echtzeit2011.html#FolmerSSV11 Lisa Abele Thomas Aicher Maja Anic Bernhard Beckert Ernest Benedito Manfred Broy Bernd BrüggeBernd Bruegge Alarico Campetelli Hian-Leng Chan David de-Felipe Morteza Hashemi Farzaneh Alexander Fay Stefan Feldmann Georg Frey Julian Fuchs Omid Geramifard Sinem Getir Thomas Gmeiner Jochen W. Guck Tim Gutmann Georg Hackenberg Arnd Hartmanns Christopher Haubeck Robert Heinrich Holger Hermanns Amin Hosseini Timo Kehrer Jakob Kinghorst Iris Kirchen Vladimir Klebanov Tobias Klee Martin Kleinsteuber Gennadiy D. Koltun Matthias Kowal Jan Ladiges Winfried Lamersdorf Christoph Legat Sascha Lity Liu Liu 0019 Ming Luo Heiko Meyer Jakob Mund Dorothea Pantförder 0001 Thorsten Pötter Sebastian Rehberger Dmitry Renzhin Ralf Reussner Susanne Rösch Kiana Rostami Ina Schaefer Constantin Scheuermann Markus Schraufstetter Carolin Schrufer Daniel Schütz Kristina Shea Thomas Simon Sabine Teufl Matthias Tichy Emanuel Trunzer Mattias Ulbrich Stephan A. W. Verclas Christian Vermum Birgit Vogel-Heuser Jan Weber Benedikt Weißenberger Khoo Yong Minjie Zou