APPARATUS, SYSTEMS, AND METHODS FOR MONITORING, ANALYZING, AND ADJUSTING ADDITIVE MACHINE AND BUILD HEALTH AND CONFIGURATION

APPARATUS, SYSTEMS, AND METHODS FOR MONITORING, ANALYZING, AND ADJUSTING ADDITIVE MACHINE AND BUILD HEALTH AND CONFIGURATION

Systems, apparatus, computer-readable medium, and associated methods to monitor, analyze, and adjust at least one of 1) additive machine health and configuration or 2) build health and configuration are disclosed. An example apparatus includes an analytics processor, separate from and in a trusted r...

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Bibliographische Detailangaben
Hauptverfasser: Tanaka, Hiroyuki, Arumskog, Pär, Navalgund, Megha, Thomas D., Citriniti, Ponnada, V S S Srivatsa, Blomé, Simon, Bruns, Kirk Lars, McCann, Adam J, Kumar S, Saravana, Narayana Sastry Rachakonda, Venkata Dharma Surya
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
ADDITIVE MANUFACTURING TECHNOLOGY
ADDITIVE MANUFACTURING, i.e. MANUFACTURING OFTHREE-DIMENSIONAL [3-D] OBJECTS BY ADDITIVE DEPOSITION, ADDITIVEAGGLOMERATION OR ADDITIVE LAYERING, e.g. BY 3-D PRINTING,STEREOLITHOGRAPHY OR SELECTIVE LASER SINTERING
CASTING
MAKING METALLIC POWDER
MANUFACTURE OF ARTICLES FROM METALLIC POWDER
PERFORMING OPERATIONS
POWDER METALLURGY
TRANSPORTING
WORKING METALLIC POWDER
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Beschreibung
Zusammenfassung:Systems, apparatus, computer-readable medium, and associated methods to monitor, analyze, and adjust at least one of 1) additive machine health and configuration or 2) build health and configuration are disclosed. An example apparatus includes an analytics processor, separate from and in a trusted relationship with an additive manufacturing machine building a part, to process, based on a trigger, data from monitoring of the additive manufacturing machine and the build of the part, the analytics processor including a hybrid model fusing additive process physics and data science to process the data to identify an abnormality in at least one of the build or the additive manufacturing machine and to adjust a configuration of the additive manufacturing machine during the build to address the abnormality.