Peter Burggräf

20 papers Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A design concept for data-driven brewing: sensor-based system architecture and ML applications for sustainability in micro-breweries. Discov. Artif. Intell. Philipp Nettesheim, Peter Burggräf, Fabian Steinberg
2025	J	`jnl`	Predicting schedule adherence of engineering changes - a case study on effectivity date adherence prediction using machine learning. Int. J. Prod. Res. Ognjen Radisic-Aberger, Peter Burggräf, Fabian Steinberg, Alexander Becher, Tim Weißer
2024	J	`jnl`	Applications of machine learning in the brewing process: a systematic review. Discov. Artif. Intell. Philipp Nettesheim, Peter Burggräf, Fabian Steinberg
2024	J	`jnl`	Deciding on when to change - a benchmark of metaheuristic algorithms for timing engineering changes. Int. J. Prod. Res. Peter Burggräf, Fabian Steinberg, Tim Weißer, Ognjen Radisic-Aberger
2024	J	`jnl`	gym-flp: A Python Package for Training Reinforcement Learning Algorithms on Facility Layout Problems. Oper. Res. Forum Benjamin Heinbach, Peter Burggräf, Johannes Wagner
2023	—	`conf`	Transforming Food Production: Smart Containers for Sustainable and Transparent Food Supply Chains. APMS (4) Peter Burggräf, Tobias Adlon, Fabian Steinberg, Jan Salzwedel, Philipp Nettesheim, Henning Tschauder
2022	J	`jnl`	Preferences for Single-Turn vs. Multiturn Voice Dialogs in Automotive Use Cases - Results of an Interactive User Survey in Germany. IEEE Access Peter Burggräf, Moritz Beyer, Jan-Philip Ganser, Tobias Adlon, Katharina Müller, Constantin Riess, Kaspar Zollner, Till Saßmannshausen, Vincent Kammerer
2022	J	`jnl`	Testing the reliability of monocular obstacle detection methods in a simulated 3D factory environment. J. Intell. Manuf. Marius Wenning, Anton Akira Backhaus, Tobias Adlon, Peter Burggräf
2021	J	`jnl`	Bibliometric Study on the Use of Machine Learning as Resolution Technique for Facility Layout Problems. IEEE Access Peter Burggräf, Johannes Wagner, Benjamin Heinbach
2021	J	`jnl`	Machine Learning-Based Prediction of Missing Components for Assembly - a Case Study at an Engineer-to-Order Manufacturer. IEEE Access Peter Burggräf, Johannes Wagner, Benjamin Heinbach, Fabian Steinberg
2021	—	`conf`	Towards a Method to Design Production Systems for Fixtureless Production with Component-integrated Fixture Features in Automotive Body Shops. IEEM Falko Fiedler, Georg Bergweiler, Peter Burggräf
2020	J	`jnl`	Approaches for the Prediction of Lead Times in an Engineer to Order Environment - A Systematic Review. IEEE Access Peter Burggräf, Johannes Wagner, Benjamin Koke, Fabian Steinberg
2020	J	`jnl`	Knowledge-based problem solving in physical product development--A methodological review. Expert Syst. Appl. X Peter Burggräf, Johannes Wagner, Tim Weißer
2019	—	`conf`	Automation Configuration Evaluation in Adaptive Assembly Systems Based on Worker Satisfaction and Costs. AHFE (8) Peter Burggräf, Matthias Dannapfel, Tobias Adlon, Aaron Riegauf, Jessica Schmied
2019	—	`conf`	Development of a matching platform for the requirement-oriented selection of cyber physical systems for SMEs. Wirtschaftsinformatik Tingni Xu, Anne Bernardy, Matthias Bertling, Peter Burggräf, Volker Stich, Matthias Dannapfel
2019	—	`conf`	Enabling Smart Workplaces by Implementing an Adaptive Software Framework. AHFE (8) Peter Burggräf, Achim Kampker, Kai Kreisköther, Tobias Adlon, Aaron Riegauf, Benjamin Dorn, Patricia Casla, Angelo Marguglio, Giuseppe Donvito
2019	—	`conf`	Sensor retrofit for a coffee machine as condition monitoring and predictive maintenance use case. Wirtschaftsinformatik Peter Burggräf, Johannes Wagner, Benjamin Koke, Kailashnath Manoharan
2017	J	`jnl`	Cost-benefit analysis for disruption prevention in low-volume assembly. Prod. Eng. Peter Burggräf, Johannes Wagner, Katrin Lück, Tobias Adlon
2014	—	`conf`	Economie level of detail for assembly planning. IEEM Achim Kampker, Peter Burggräf, Yvonne Baumers
2011	—	`conf`	Production system with respect for variable quantities for an economical electric vehicle production. IEEM Günther Schuh, Achim Kampker, Peter Burggräf, Carsten Nee