Jochen Deuse

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Manufacturing Processes

Production Line

Comparative Study

Top Venues

Int. J. Prod. Res.

Adv. Eng. Informatics

Publications

Frederik Ferid Ostermeier, Jochen Deuse
A review and classification of scheduling objectives in unpaced flow shops for discrete manufacturing. J. Sched. 27 (1) (2024)
Nikolai West, Jochen Deuse
A Comparative Study of Machine Learning Approaches for Anomaly Detection in Industrial Screw Driving Data. HICSS (2024)
Victor Hernandez Moreno, Steffen Jansing, Mikhail Polikarpov, Marc G. Carmichael, Jochen Deuse
Obstacles and opportunities for learning from demonstration in practical industrial assembly: A systematic literature review. Robotics Comput. Integr. Manuf. 86 (2024)
Michael Mario Wocker, Frederik Ferid Ostermeier, Tobias Wanninger, Ronny Zwinkau, Jochen Deuse
Flexible job shop scheduling with preventive maintenance consideration. J. Intell. Manuf. 35 (4) (2024)
Christine Rese, Nikolai West, Mathias Gebler, Sven Krzoska, Philipp Schlunder, Jochen Deuse
Pipeline for the Automatic Extraction of Procedural Knowledge from Assembly Instructions into Controlled Natural Language. J. Softw. 18 (1) (2023)
Fouad Sukkar, Victor Hernandez Moreno, Teresa A. Vidal-Calleja, Jochen Deuse
Guided Learning from Demonstration for Robust Transferability. ICRA (2023)
Fouad Sukkar, Victor Hernandez Moreno, Teresa A. Vidal-Calleja, Jochen Deuse
Guided Learning from Demonstration for Robust Transferability. CoRR (2023)
Kuntoro Adi Nugroho, Muhamad Amirul Haq, Chia-Ko Wang, Shanq-Jang Ruan, Mikhail Polikarpov, David Wagstyl, Jochen Deuse
Towards Smart Manufacturing using Reinforcement Learning in a Sparse-Rewarded Environment for Through-Hole Technology. GCCE (2023)
Nikolai West, Jörn Schwenken, Jochen Deuse
Data-driven approach for diagnostic analysis of dynamic bottlenecks in serial manufacturing systems. CoRR (2023)
Ralph Richter, Marius Syberg, Jochen Deuse, Peter Willats, David Lenze
Creating lean value streams through proactive variability management. Int. J. Prod. Res. 61 (16) (2023)
Mikhail Polikarpov, Yousuf Mehmood, Daniel Boiar, Lukas Schulte, Jochen Deuse
A Cost-Efficient Robotic Through-Hole Assembly System for Dual-Pin Component Insertion. ICCMA (2023)
Victor Hernandez Moreno, Steffen Jansing, Mikhail Polikarpov, Marc G. Carmichael, Jochen Deuse
Obstacles and Opportunities for Learning from Demonstration in Practical Industrial Assembly: A Systematic Literature Review. CoRR (2023)
Mikhail Polikarpov, Georgii Emelianov, Fabian Hübner, Aqib Farooq, Rekha Prasad, Jochen Deuse, Jochen Schiemann
Automated Multi-sensory Data Collection System for Continuous Monitoring of Refrigerating Appliances Recycling Plants. ETFA (2022)
Daniel Boiar, Nils Killich, Lukas Schulte, Victor Hernandez Moreno, Jochen Deuse, Thomas Liebig
Forecasting Algae Growth in Photo-Bioreactors Using Attention LSTMs. SEFM Workshops (2022)
Thomas Schlegl, Stefan Schlegl, Domenico Tomaselli, Nikolai West, Jochen Deuse
Adaptive similarity search for the retrieval of rare events from large time series databases. Adv. Eng. Informatics 52 (2022)
Nikolai West, Jörn Schwenken, Jochen Deuse
Comparative Study of Methods for the Real-Time Detection of Dynamic Bottlenecks in Serial Production Lines. IEA/AIE (2022)
Nikolai West, Jonas Gries, Carina Brockmeier, Jens Christian Göbel, Jochen Deuse
Towards integrated Data Analysis Quality: Criteria for the application of Industrial Data Science. IRI (2021)
Ralph Richter, Jochen Deuse, Peter Willats, Marius Syberg, David Lenze
Managing Variability in Production. APMS (1) (2021)
Thomas Henke, Jochen Deuse
Applying Packing Problems to Optimize Throughput Time and Human Ergonomics in Project Shops. AHFE (16) (2021)
Thorben Panusch, Roman Möhle, Ronny Zwinkau, Jochen Deuse
Reduction of Human Effort in Technical Cleanliness Inspection Through Advanced Image Processing Approaches. AHFE (16) (2021)
Thomas Schlegl, Stefan Schlegl, Amélie Sciberras, Nikolai West, Jochen Deuse
Margin-based Greedy Shapelet Search for Robust Time Series Classification of Imbalanced Data. IEEE BigData (2021)
Jacqueline Schmitt, Jochen Bönig, Thorbjörn Borggräfe, Gunter Beitinger, Jochen Deuse
Predictive model-based quality inspection using Machine Learning and Edge Cloud Computing. Adv. Eng. Informatics 45 (2020)
René Wöstmann, Philipp Schlunder, Fabian Temme, Ralf Klinkenberg, Josef Kimberger, Andrea Spichtinger, Markus Goldhacker, Jochen Deuse
Conception of a Reference Architecture for Machine Learning in the Process Industry. IEEE BigData (2020)
Lukas Schulte, Jacqueline Schmitt, Florian Meierhofer, Jochen Deuse
Optimizing Inspection Process Severity by Machine Learning Under Label Uncertainty. AHFE (7) (2020)
Norman Roth, Jochen Deuse, Hubert Biedermann
A framework for System Excellence assessment of production systems, based on lean thinking, business excellence, and factory physics. Int. J. Prod. Res. 58 (4) (2020)
André Barthelmey, Eunseo Lee, Ramy Hana, Jochen Deuse
Dynamic digital twin for predictive maintenance in flexible production systems. IECON (2019)
Christoph Roser, Bernd Langer, Jochen Deuse
The Power of Six: Relation Between Time and Money in Manufacturing for Segments of the Value Stream. ELEC (2019)
Ronny Zwinkau, Simon Frentrup, Roman Möhle, Jochen Deuse
Automatic Particle Classification Through Deep Learning Approaches for Increasing Productivity in the Technical Cleanliness Laboratory. AHFE (8) (2019)
Jochen Deuse, Lukas Stankiewicz, Ronny Zwinkau, Frank Weichert
Automatic Generation of Methods-Time Measurement Analyses for Assembly Tasks from Motion Capture Data Using Convolutional Neuronal Networks - A Proof of Concept. AHFE (8) (2019)
Jacqueline Schmitt, Florian Hahn, Jochen Deuse
Practical Framework for Advanced Quality-based Process Control in Interlinked Manufacturing Processes. IEEM (2019)
Jacqueline Schmitt, Jochen Deuse
Similarity-search and Prediction Based Process Parameter Adaptation for Quality Improvement in Interlinked Manufacturing Processes. IEEM (2018)
Patrick Straus, Markus Schmitz, René Wöstmann, Jochen Deuse
Enabling of Predictive Maintenance in the Brownfield through Low-Cost Sensors, an IIoT-Architecture and Machine Learning. IEEE BigData (2018)
Christoph Roser, Kai Lorentzen, David Lenze, Jochen Deuse, Ferdinand Klenner, Ralph Richter, Jacqueline Schmitt, Peter Willats
Bottleneck Prediction Using the Active Period Method in Combination with Buffer Inventories. APMS (2) (2017)
Fabian Nöhring, Matthias Krebs, Frank Pöschel, Jochen Deuse
Praxisnahes Lehrkonzept zum Aufbau von zeitwirtschaftlicher Kompetenz mit IT-Systemen von dmc-ortim und SAP. MKWI (2016)
Ferdinand Klenner, David Lenze, Samuel Schwarzer, Jochen Deuse, Tilman Friedrich
Smart Data Analytics zur Identifikation dynamischer Engpässe in Flexiblen Fertigungssystemen. Autom. 64 (7) (2016)
Nils Wantia, Menno Esen, Andre Hengstebeck, Frank Heinze, Jürgen Rossmann, Jochen Deuse, Bernd Kuhlenkötter
Task planning for human robot interactive processes. ETFA (2016)
Mario Wiegand, Marco Stolpe, Jochen Deuse, Katharina Morik
Prädiktive Prozessüberwachung auf Basis verteilt erfasster Sensordaten. Autom. 64 (7) (2016)
Christoph Roser, Kai Lorentzen, Jochen Deuse
Reliable shop floor bottleneck detection for flow lines through process and inventory observations: the bottleneck walk. Logist. Res. 8 (1) (2015)
Regina Wallis, Josip Stjepandic, Stefan Rulhoff, Frank Stromberger, Jochen Deuse
Intelligent Utilization of Digital Manufacturing Data in Modern Product Emergence Processes. ISPE CE (2014)
Jochen Deuse, Benedikt Konrad, Fabian Bohnen
Renaissance of Group Technology: Reducing Variability to Match Lean Production Prerequisites. MIM (2013)
Lei Yang, Jochen Deuse, Pingyu Jiang
Multi-objective optimization of facility planning for energy intensive companies. J. Intell. Manuf. 24 (6) (2013)
Peter Kuhlang, Sabine Hempen, Thomas Edtmayr, Jochen Deuse, Wilfried Sihn
Systematic and Continuous Improvement of Value Streams. MIM (2013)
Marlies Steffen, Dominik May, Jochen Deuse
The Industrial Engineering Laboratory. EDUCON (2012)
Carsten Thomas, Felix Busch, Bernd Kuhlenkötter, Jochen Deuse
Process and Human Safety in Human-Robot-Interaction - A Hybrid Assistance System for Welding Applications. ICIRA (1) (2011)
Philipp Scholl, Jochen Deuse
Approach to reduce costs in a warehouse with simultaneous increase of the system's flexibility. SOLI (2010)
Chakkaphan Athapornmongkon, Jochen Deuse, Chee Yew Wong
Pull production cycle-time under varying product mixes. WSC (2006)