Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks
Chou, Cheng-Hung, Wu, Haibin, Kang, Jia-Lin, Wong, David Shan-Hill, Yao, Yuan, Chuang, Yao-Chen, Jang, Shi-Shang, Ou, John Di-Yi
Published in IEEE transactions on industrial informatics (01.04.2020)
Published in IEEE transactions on industrial informatics (01.04.2020)
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Journal Article
Simplification and Intensification of a C5 Separation Process
Hsu, Hsiao-Ching, Wang, San-Jang, Ou, John Di-Yi, Wong, David Shan Hill
Published in Industrial & engineering chemistry research (14.10.2015)
Published in Industrial & engineering chemistry research (14.10.2015)
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Journal Article
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory
Jiang, Zhen-Feng, Wei, Xi-Zhan, Kang, Jia-Lin, Wong, David Shan-Hill, Yao, Yuan, Chuang, Yao-Chen, Jang, Shi-Shang, Ou, John Di-Yi
Published in Computers & chemical engineering (01.10.2024)
Published in Computers & chemical engineering (01.10.2024)
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Journal Article
Corrigendum to “Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory” [Computers & Chemical Engineering 189, 108790]
Jiang, Zhen-Feng, Wei, Xi-Zhan, Kang, Jia-Lin, Wong, David Shan-Hill, Yao, Yuan, Chuang, Yao-Chen, Jang, Shi-Shang, Ou, John Di-Yi
Published in Computers & chemical engineering (01.10.2024)
Published in Computers & chemical engineering (01.10.2024)
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Journal Article
Controlling the product selectivity in the conversion of methanol to the feedstock for phenol production
Zambare, Abhay Suresh, Ou, John, Hill Wong, David Shan, Yao, Ching-Wen, Jang, Shi-Shang
Published in RSC advances (01.08.2019)
Published in RSC advances (01.08.2019)
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Journal Article
Editorial
Ou, John D. Y.
Published in Adsorption : journal of the International Adsorption Society (01.03.1997)
Published in Adsorption : journal of the International Adsorption Society (01.03.1997)
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Journal Article
Model Predictive Control of Grade Transition with Attention Base Sequence-to-Sequence Model
Jiang, Zhen-Feng, Wei, Xi-Zhan, Wong, David Shan-Hill, Yao, Yuan, Kang, Jia-Lin, Chuang, Yao-Chen, Jang, Shi-Shang, Ou, John Di-Yi
Published in Computer Aided Chemical Engineering (2022)
Published in Computer Aided Chemical Engineering (2022)
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Book Chapter