Transfer learning for process fault diagnosis: Knowledge transfer from simulation to physical processes

Overview of attention for article published in Computers & Chemical Engineering, August 2020

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In the top 25% of all research outputs scored by Altmetric
Among the highest-scoring outputs from this source (#50 of 1,513)
Good Attention Score compared to outputs of the same age (79th percentile)
High Attention Score compared to outputs of the same age and source (85th percentile)

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転移学習を活用した異常診断の論文。Deep convolutional neural networkとmultiple domain adaptationの組合せ。ダイナミックシミュレーションでの異常データ(ラベル付きデータ)を活用して学習させ実データの異常を分類。CSTRプロセスとパルプ工場のデータで検証 https://t.c…

RT @_tchen: Very first publication of 2nd year #PhD student Weijun Li @UniOfSurreyCPE, using #MachineLearning for finding abnormalities of…

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