Modeling, simulation, and optimization of multiproduct cryogenic air separation unit startup von Quarshie, Anthony W. K., Swartz, Christopher L. E., Madabhushi, Pranav B., Cao, Yanan, Wang, Yajun, Flores‐Cerrillo, Jesus

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Preemptive dynamic operation of cryogenic air separation units von Cao, Yanan, Swartz, Christopher L.E., Flores‐Cerrillo, Jesus

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Process prediction and detection of faults using probabilistic bidirectional recurrent neural networks on real plant data von Yerimah, Lucky E., Ghosh, Sambit, Wang, Yajun, Cao, Yanan, Flores‐Cerrillo, Jesus, Bequette, B. Wayne

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A graph signal processing‐based multiple model Kalman filter (GSP‐MMKF) tool for predictive analytics: An air separation unit process application von Ghosh, Sambit, Yerimah, Lucky E., Wang, Yajun, Cao, Yanan, Flores‐Cerrillo, Jesus, Bequette, B. Wayne

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A smart manufacturing strategy for multiparametric model predictive control in air separation systems von Kenefake, Dustin, Pappas, Iosif, Avraamidou, Styliani, Beykal, Burcu, Ganesh, Hari S., Cao, Yanan, Wang, Yajun, Otashu, Joannah, Leyland, Simon, Flores‐Cerrillo, Jesus, Pistikopoulos, Efstratios N.

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Dynamic modeling and collocation-based model reduction of cryogenic air separation units von Cao, Yanan, Swartz, Christopher L. E., Flores-Cerrillo, Jesus, Ma, Jingran

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Multivariate monitoring of batch processes using batch-to-batch information von Flores-Cerrillo, Jesus, MacGregor, John F.

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Editorial: Smart manufacturing: advances and applications of artificial intelligence, machine learning and industrial internet of things in the chemical and biochemical industry von Flores-Cerrillo, Jesus, He, Q. Peter, Wang, Jin, Yu, Huimin

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Feature-based statistical process monitoring for pressure swing adsorption processes von Lee, Jangwon, Kumar, Ankur, Flores-Cerrillo, Jesus, Wang, Jin, He, Q. Peter

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Iterative Learning Control for Final Batch Product Quality Using Partial Least Squares Models von Flores-Cerrillo, Jesus, MacGregor, John F

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Control of batch product quality by trajectory manipulation using latent variable models von Flores-Cerrillo, Jesus, MacGregor, John F.

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Control of Particle Size Distributions in Emulsion Semibatch Polymerization Using Mid-Course Correction Policies von Flores-Cerrillo, Jesus, MacGregor, John F

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Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models von Tsay, Calvin, Kumar, Ankur, Flores-Cerrillo, Jesus, Baldea, Michael

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Data-driven process monitoring and fault analysis of reformer units in hydrogen plants: Industrial application and perspectives von Kumar, Ankur, Bhattacharya, Apratim, Flores-Cerrillo, Jesus

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Latent variable MPC for trajectory tracking in batch processes von Flores-Cerrillo, Jesus, MacGregor, John F.

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A data-driven linear formulation of the optimal demand response scheduling problem for an industrial air separation unit von Kelley, Morgan T., Tsay, Calvin, Cao, Yanan, Wang, Yajun, Flores-Cerrillo, Jesus, Baldea, Michael

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Consistency-Enhanced Evolution for Variable Selection Can Identify Key Chemical Information from Spectroscopic Data von Lee, Jangwon, Flores-Cerrillo, Jesus, Wang, Jin, He, Q. Peter

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Integration of chemical process operation with energy, global market, and plant systems infrastructure von Flores-Cerrillo, Jesus, Swartz, Christopher L.E., Kumar, Ankur, Dering, Daniela

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Shared Parameter Network: An efficient process monitoring model von Yerimah, Lucky E., Ghosh, Sambit, Wang, Yajun, Cao, Yanan, Flores-Cerrillo, Jesus, Bequette, B. Wayne

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Within-Batch and Batch-to-Batch Inferential-Adaptive Control of Semibatch Reactors:  A Partial Least Squares Approach von Flores-Cerrillo, Jesus, MacGregor, John F

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