2020
DOI: 10.1109/access.2020.3020550
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An Online Control Approach for Forging Machine Using Reinforcement Learning and Taboo Search

Abstract: It is noticed that offline-training and online-implementation method is dominant in the datadriven control. However, the inconsistence existing in offline data and online data may degrade the control performance. To address the aforementioned issue, an online control strategy is developed so that the control parameters can be updated online based on the real-time data measured to ensure satisfactory control performance in this study. Specifically, an online control algorithm is addressed to control the pressin… Show more

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Cited by 2 publications
(1 citation statement)
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“…A semisolid metallic confectioning constant-speed isothermal forging is an important forging technique especially for light-weight alloy confectioning in the aerospace industry. The typical structure of the forging machine is illustrated in Figure 1, and the model has been built in our previous work [38]. It is repeated here for integrity.…”
Section: The Model Of the Pressing-down In Forging Machinementioning
confidence: 99%
“…A semisolid metallic confectioning constant-speed isothermal forging is an important forging technique especially for light-weight alloy confectioning in the aerospace industry. The typical structure of the forging machine is illustrated in Figure 1, and the model has been built in our previous work [38]. It is repeated here for integrity.…”
Section: The Model Of the Pressing-down In Forging Machinementioning
confidence: 99%