Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes

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Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: In: 10.1016/j.promfg.2020.10.126

Event: Veröffentlichung

(where): Aachen

(who): Universitätsbibliothek der RWTH Aachen

(when): 2020

Creator: Scheiderer, Christian
Thun, Timo
Idzik, Christian
Posada-Moreno, Andrés Felipe
Krämer, Alexander Maximilian
Lohmar, Johannes
Hirt, Gerhard
Meisen, Tobias

DOI: 10.18154/RWTH-2020-11632

URN: urn:nbn:de:101:1-2021021702393405217039

Rights: Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 15.08.2025, 7:28 AM CEST

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Scheiderer, Christian
Thun, Timo
Idzik, Christian
Posada-Moreno, Andrés Felipe
Krämer, Alexander Maximilian
Lohmar, Johannes
Hirt, Gerhard
Meisen, Tobias
Universitätsbibliothek der RWTH Aachen

Time of origin

2020

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Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

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Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

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Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

Aufsatzsammlung

Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

Hochschulschrift

Beitrag zur Auslegung und Simulation von Giesswalzprozessen

Thixoforming : semi-solid metal processing

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

Aufsatzsammlung

Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

Hochschulschrift

Beitrag zur Auslegung und Simulation von Giesswalzprozessen

Thixoforming : semi-solid metal processing

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

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Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes

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Other Objects (12)

Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

Beitrag zur Auslegung und Simulation von Giesswalzprozessen

Thixoforming : semi-solid metal processing

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

Beitrag zur Auslegung und Simulation von Giesswalzprozessen

Thixoforming : semi-solid metal processing

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model

Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

Modelling of incremental forming processes : final report of the DFG priority programme SPP 1146, 2003 – 2009

Beitrag zur Auslegung und Simulation von Giesswalzprozessen

Thixoforming : semi-solid metal processing

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process

Rolling Eccentric Steel Rings on an Industrial Radial–Axial Ring Rolling Mill

Optimizing the microstructure in open-die forgings using reinforcement learning

Integration of a void healing criterion in multi-scale modeling of hot rolling

Model-based Control of the Strip Roughness in Cold Rolling

Investigation of a composite ring rolling process by FEM and experiment

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