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Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective
In Industry 4.0, smart manufacturing is facing its next stage, cybermanufacturing, founded upon advanced communication, computation, and control...
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A systematic literature review on recent trends of machine learning applications in additive manufacturing
Additive manufacturing (AM) offers the advantage of producing complex parts more efficiently and in a lesser production cycle time as compared to...
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Collaborative approaches in sustainable and resilient manufacturing
In recent years, the manufacturing sector is going through a major transformation, as reflected in the concept of Industry 4.0 and digital...
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Study III: Industrial Cyber-Physical Systems in an Organizational Perspective
The fifth chapter incorporates Study III of this dissertation and applies an organizational perspective to industrial CPS. It is structured in two... -
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
Despite the many advantages and increasing adoption of Electron Beam Powder Bed Fusion (PBF-EB) additive manufacturing by industry, current PBF-EB...
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Detecting cyber-physical attacks in CyberManufacturing systems with machine learning methods
CyberManufacturing system (CMS) is a vision for future manufacturing systems. The concept delineates a vision of advanced manufacturing system...
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Digitale Services: Management digitaler BtB-Services
Die zunehmende Bedeutung digitaler BtB-Services ist in der heutigen Wirtschaft ein stark präsentes Phänomen. Ob in Medienberichten, Messen,... -
Manufacturing process classification based on heat kernel signature and convolutional neural networks
The problem of manufacturing process classification is to identify manufacturing processes that are suitable for a given part design. Previous...
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Digitales Marketing-Management
In den letzten Jahren haben sich die Rahmenbedingungen für Unternehmen deutlich geändert und Digitalisierung ist zu einer großen Herausforderung... -
Einfluss digitaler (Startup-)Technologien im Operations Management
In den letzten Jahren haben Unternehmen in fast allen Branchen eine Reihe von Initiativen zur Identifizierung neuer digitaler Technologien und zur...