AUTOMATIC GENERATION OF BILL OF PROCESS FROM DIGITAL TWIN USING EXPLORATORY SIMULATION

AUTOMATIC GENERATION OF BILL OF PROCESS FROM DIGITAL TWIN USING EXPLORATORY SIMULATION

A method for automatically generating a bill of process in a manufacturing system comprising: receiving design information representative of a product to be produced; iteratively performing simulations of the manufacturing system; identifying manufacturing actions based on the simulations; optimizin...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: XIA, Wei Xi, UGALDE DIAZ, Ines, SATHYA NARAYANAN, Gokul Narayanan, SOLOWJOW, Eugen, APARICIO OJEA, Juan L, TAMASKAR, Shashank, SHAHAPURKAR, Yash, WEN, Chengtao, CLAUSSEN, Heiko
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:A method for automatically generating a bill of process in a manufacturing system comprising: receiving design information representative of a product to be produced; iteratively performing simulations of the manufacturing system; identifying manufacturing actions based on the simulations; optimizing the identified manufacturing actions to efficiently produce the product to be produced; generating, by the manufacturing system, a bill of process for producing the product. Simulations may be performed using a digital twin of the product being produced and a digital twin of the environment. System actions are optimized using a reinforcement learning technique to automatically produce a bill of process based on the design information of the product and task specifications.