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Proceedings of the Conference on Production Systems and Logistics: CPSL 2024

• Authors : Herberger, David; Hübner, Marco

Subjects: Automation; Business Administration; Digitalization

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Expert Systems For Sustainable Fibre Processing - A New Approach Through Machine Learning

• Authors : Lanfer, Pierre; Gries, Thomas

Subjects: Expert Systems; Tacit Knowledge; Sustainable Materials

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Identifying Anomalies In Consumption Data With Forecasting Models: A Case Study With Plausibility Checks At TU Dortmund University

• Authors : Fesca, Felix; Pauly, Markus

Subjects: Time Series Analysis; Time Series Data; Anomaly Detection

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Hierarchical Sales Forecasting In Multichannel Distribution Considering Marketing Campaigns

• Authors : Kuhlmann, Lara; Fesca, Felix; Steinmeister, Louis

Subjects: Data Mining; Machine Learning; Time Series Forecasting

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Analysis Of The Relevance Of Models, Influencing Factors And The Point In Time Of The Forecast On The Prediction Quality In Order-Related Delivery Time Determination Using Machine Learning

• Authors : Rokoss, Alexander; Popkes, Lennart; Schmidt, Matthias

Subjects: Delivery Time; Workshop Manufacturing; Machine Learning

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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An Artificial Intelligence Based Method For Optimized Warehouse Storage Allocation

• Authors : Zöls, Korbinian; Braun, David; Siciliano, Giulia

Subjects: Artificial Intelligence; Machine Learning; Storage Strategies

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Root Cause Analysis Of Productivity Losses In Manufacturing Systems Utilizing Ensemble Machine Learning

• Authors : Sai, Brandon K.; Bauernhansl, Thomas; Gram, Jonas

Subjects: Behavioral Modeling; Machine Learning Ensemble; PLC

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Predicting The Resale Asking Price Of Wind Turbines Using A ML Model Trained On Data From An Online Resale Platform

• Authors : Landwehr, Roman; Stonis, Malte; Nyhuis, Peter

Subjects: Renewable Energies; Wind Turbines; Resale Values

• Source: Proceedings of the Conference on Production Systems and Logistics: CPSL 2024 ; https://doi.org/10.15488/17777

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Smartphone Based Detection of Vehicle Encounters

• Authors : Schimansky, Tim P.J.; Wage, Oskar; Golze, Jens

Subjects: cycling; traffic safety; machine-learning

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Owning Decisions: AI Decision-Support and the Attributability-Gap

• Authors : Zeiser, Jannik

Subjects: Accountability; Agency; Artificial intelligence

• Source: Science and Engineering Ethics 30 (2024), Nr. 4 ; Science and Engineering Ethics

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