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Model predictive control: Review of the three decades of development
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journal
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June 2011 |
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Regularization Theory and Neural Networks Architectures
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journal
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March 1995 |
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Dynamic mode decomposition of numerical and experimental data
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journal
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July 2010 |
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Machine-learning-based model predictive control with instantaneous linearization – A case study on an air-conditioning and mechanical ventilation system
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journal
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January 2022 |
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Coupling electrochemical CO2 conversion with CO2 capture
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journal
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November 2021 |
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Machine learning-based adaptive model identification of systems: Application to a chemical process
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journal
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December 2019 |
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Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator
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journal
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January 2017 |
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Carbonation in Low-Temperature CO2 Electrolyzers: Causes, Consequences, and Solutions
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journal
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April 2023 |
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Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control
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journal
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July 2018 |
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Conversion of Reactive Carbon Solutions into CO at Low Voltage and High Carbon Efficiency
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journal
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May 2022 |
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Industrial applications of model based predictive control
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journal
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September 1993 |
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Development of model predictive control system using an artificial neural network: A case study with a distillation column
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journal
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December 2020 |
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Progress and Perspectives of Electrochemical CO 2 Reduction on Copper in Aqueous Electrolyte
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journal
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April 2019 |
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Balancing-Aware Charging Strategy for Series-Connected Lithium-Ion Cells: A Nonlinear Model Predictive Control Approach
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journal
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September 2020 |
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Modelling of impact of water quality on infiltration rate of soil by random forest regression
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journal
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July 2017 |
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Design and simulation of model predictive control for multivariable distillation column
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conference
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May 2018 |
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Smart manufacturing inspired approach to research, development, and scale-up of electrified chemical manufacturing systems
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journal
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June 2023 |
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A survey of industrial model predictive control technology
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journal
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July 2003 |
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Machine learning-based ethylene and carbon monoxide estimation, real-time optimization, and multivariable feedback control of an experimental electrochemical reactor
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journal
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March 2023 |
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Deep Transfer Learning for Approximate Model Predictive Control
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journal
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January 2023 |
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Nonlinear Model Predictive Control Based on a Self-Organizing Recurrent Neural Network
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journal
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February 2016 |
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Gastight rotating cylinder electrode: Toward decoupling mass transport and intrinsic kinetics in electrocatalysis
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journal
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January 2022 |
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A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition
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journal
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June 2015 |
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Machine Learning in Chemical Engineering: Strengths, Weaknesses, Opportunities, and Threats
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journal
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September 2021 |
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Stability and Degradation Mechanisms of Copper‐Based Catalysts for Electrochemical CO 2 Reduction
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journal
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June 2020 |
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Cautious Model Predictive Control Using Gaussian Process Regression
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journal
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November 2020 |
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Linearization of Recurrent-Neural-Network- Based Models for Predictive Control of Nano-Positioning Systems Using Data-Driven Koopman Operators
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journal
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January 2020 |
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Electroreduction of CO2/CO to C2 Products: Process Modeling, Downstream Separation, System Integration, and Economic Analysis
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journal
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November 2021 |
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Long Short-Term Memory
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journal
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November 1997 |
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Machine learning-based ethylene concentration estimation, real-time optimization and feedback control of an experimental electrochemical reactor
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journal
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September 2022 |
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Trace-Level Cobalt Dopants Enhance CO2 Electroreduction and Ethylene Formation on Copper
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journal
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July 2023 |
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Support-vector networks
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journal
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September 1995 |
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Hamiltonian Systems and Transformation in Hilbert Space
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journal
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May 1931 |
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A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations
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conference
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December 2018 |
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Dynamic Mode Decomposition with Control
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journal
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January 2016 |
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Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control
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journal
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February 2016 |
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Neural Network-Based Model Predictive Control of a Paste Thickener Over an Industrial Internet Platform
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journal
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April 2020 |
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Cascade CO2 electroreduction enables efficient carbonate-free production of ethylene
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journal
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March 2021 |
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What would it take for renewably powered electrosynthesis to displace petrochemical processes?
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journal
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April 2019 |
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Support vector regression model predictive control on a HVAC plant
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journal
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August 2007 |
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A Review of Piecewise Linearization Methods
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journal
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January 2013 |
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Spectral analysis of nonlinear flows
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journal
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November 2009 |
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Selective production of ethylene glycol at high rate via cascade catalysis
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journal
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June 2023 |
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Adaptive Model Predictive Control with Successive Linearization for Distillate Composition Control in Batch Distillation
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conference
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July 2019 |
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A finite-difference method for linearization in nonlinear estimation algorithms
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journal
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November 1997 |
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A tutorial review of neural network modeling approaches for model predictive control
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journal
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September 2022 |
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Generalizing Koopman Theory to Allow for Inputs and Control
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journal
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January 2018 |
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Modeling and predictive control of nonlinear processes using transfer learning method
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journal
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March 2023 |
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High Selectivity for Ethylene from Carbon Dioxide Reduction over Copper Nanocube Electrocatalysts
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journal
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February 2015 |
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Eliminating the need for anodic gas separation in CO2 electroreduction systems via liquid-to-liquid anodic upgrading
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journal
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June 2022 |
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Implementable Stability Guaranteed Lyapunov-Based Data-Driven Model Predictive Control with Evolving Gaussian Process
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journal
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September 2022 |
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Dynamical Systems of Continuous Spectra
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journal
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March 1932 |