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Abnormal state diagnosis model tolerant to noise in plant data File File

Shin, Ji Hyeon , Kim, Jae Min , Lee, Seung Jun

Article Issue Date2021-04 View53
Abnormal State Identifying Algorithm Using Recurrent Neural Network

Kim, Jae Min , Lee, Gyu Min , Hong, Suckwon , Lee, Seung Jun

Conference Paper Issue Date2018-10-26 View29
Abnormality Diagnosis Model for Nuclear Power Plants Using Two-Stage Gated Recurrent Units File File

Kim, Jae Min , Lee, Gyumin , Lee, Changyong , Lee, Seung Jun

Article Issue Date2020-09 View38
Abnormality Diagnosis System for Nuclear Power Plants Using Multiple Gated Recurrent Unit Algorithms File

Kim, Jae Min

Thesis Issue Date2019-08 View19
An interpretable convolutional neural network for nuclear power plant abnormal events File

Shin, Ji Hyeon , Bae, Junyong , Kim, Jae Min , Lee, Seung Jun

Article Issue Date2023-01 View41
Automated Startup Operation for Nuclear Power Plants based on Multi-Agents with Plant Parameter Prediction Model File

Kim, Jae Min

Thesis Issue Date2023-08 View30
Comparison of Quantification Methods for Reflecting Limiting Conditions for Operation during Startup Operation of Nuclear Power Plants

Kim, Jae Min , Bae, Junyong , Lee, Seung Jun

Conference Paper Issue Date2022-08-30 View25
Concept of understandable diagnostic cause visualization with explainable AI and multilevel flow modeling File

Shin, Ji Hyeon , Kang, Jung Sung , Kim, Jae Min , Lee, Seung Jun

Article Issue Date2025-08 View1
Consistency check algorithm for validation and re-diagnosis to improve the accuracy of abnormality diagnosis in nuclear power plants File File

Kim, Geunhee , Kim, Jae Min , Shin, Ji Hyeon , Lee, Seung Jun

Article Issue Date2022-10 View82
Data Transformation to Enhance Explainability of Abnormality Diagnosis for Nuclear Power Plants

Shin, Ji Hyeon , Kim, Jae Min , Lee, Seung Jun

Conference Paper Issue Date2022-10-21 View20
Deep reinforcement learning for a multi-objective operation in a nuclear power plant File

Bae, Junyong , Kim, Jae Min , Lee, Seung Jun

Article Issue Date2023-09 View57
Framework to Develop Artificial Intelligent Autonomous Operating System for Nuclear Power Plants File

Kim, Jae Min , Lee, Seung Jun

Conference Paper Issue Date2018-07-19 View31
Input data dimensionality reduction of abnormality diagnosis model for nuclear power plants File

Kim, Jae Min , Lee, Gyumin , Hong, Suckwon , Lee, Seung Jun

Conference Paper Issue Date2019-02-07 View35
Intelligent support system to diagnose abnormal states of nuclear power plants

Kim, Jae Min , Lee, Gyumin , Lee, Seung Jun

Conference Paper Issue Date2019-02-12 View38
Strategy to coordinate actions through a plant parameter prediction model during startup operation of a nuclear power plant File File

Kim, Jae Min , Bae, Junyong , Lee, Seung Jun

Article Issue Date2023-05 View53
Visualizing Key Features of Nuclear Power Plants in Abnormal Situation

Shin, Ji Hyeon , Kim, Jae Min , Lee, Seung Jun

Conference Paper Issue Date2022-08-30 View23
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