Generation method of artificial intelligence model for process control, process control system based on artificial intelligence model and reactor comprising process control system

The present invention relates to a method for generating an artificial intelligence model for process control, a process control system based on the artificial intelligence model and a reactor comprising the artificial intelligence model, the process control system comprising an artificial intellige...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SHIN DAE-HO, KWAK DONG-HOON, PARK BYUNG-EON, PARK DONG KYU, SHIM CHOONSIK
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The present invention relates to a method for generating an artificial intelligence model for process control, a process control system based on the artificial intelligence model and a reactor comprising the artificial intelligence model, the process control system comprising an artificial intelligence control model unit (100) comprising a data storage unit (110) for storing a plurality of pieces of preset reactor process data; a data correction unit (120) for generating training data by removing abnormal values from the stored reactor process data; and a data derivation unit (130) for training with the generated training data to derive optimal reactor input conditions to meet reactor operating conditions and physical property values of products produced by the reactor; the input unit (200) is used for acquiring data including target operating conditions of the reactor and target physical attribute values of products generated by the reactor so as to provide the data to the artificial intelligence control mod