Michael Baldea

According to our database1, Michael Baldea authored at least 59 papers between 2007 and 2021.

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Bibliography

2021
DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization.
CoRR, 2021

Modeling and optimization of ionic liquid-based carbon capture process using a thin-film unit.
Comput. Chem. Eng., 2021

Control-aware batch process scheduling.
Comput. Chem. Eng., 2021

Corrigendum to "Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants" [Computers and Chemical Engineering 121 (2019) 396-408].
Comput. Chem. Eng., 2021

Economic model predictive control for robust optimal operation of sparse storage networks.
Autom., 2021

2020
Identification and online updating of dynamic models for demand response of an industrial air separation unit.
CoRR, 2020

On the interaction and integration of production planning and (advanced) process control.
Comput. Chem. Eng., 2020

Closed-loop optimal operational planning of supply chains with fast product quality dynamics.
Comput. Chem. Eng., 2020

Methods of weighted moments for the relay feedback autotuning of conservative PI controllers.
Comput. Chem. Eng., 2020

A direct transcription-based multiple shooting formulation for dynamic optimization.
Comput. Chem. Eng., 2020

Editorial for Tom Edgar special issue in Computers & Chemical Engineering.
Comput. Chem. Eng., 2020

Data-driven plant-model mismatch quantification for MIMO MPC systems with feedforward control path.
Proceedings of the 2020 American Control Conference, 2020

2019
Learning latent variable dynamic models for integrated production scheduling and control.
CoRR, 2019

Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models.
Comput. Chem. Eng., 2019

Parameterizations of data-driven nonlinear dynamic process models for fast scheduling calculations.
Comput. Chem. Eng., 2019

Production scheduling and linear MPC: Complete integration via complementarity conditions.
Comput. Chem. Eng., 2019

Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants.
Comput. Chem. Eng., 2019

2018
A survey of optimal process design capabilities and practices in the chemical and petrochemical industries.
Comput. Chem. Eng., 2018

Challenges in process optimization for new feedstocks and energy sources.
Comput. Chem. Eng., 2018

An efficient MILP framework for integrating nonlinear process dynamics and control in optimal production scheduling calculations.
Comput. Chem. Eng., 2018

A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units.
Comput. Chem. Eng., 2018

Integrating operations and control: A perspective and roadmap for future research.
Comput. Chem. Eng., 2018

Reprint of: A scheduling perspective on the monetary value of improving process control.
Comput. Chem. Eng., 2018

A scheduling perspective on the monetary value of improving process control.
Comput. Chem. Eng., 2018

A Two-tiered Shrinking Horizon Framework for Participation of Chemical Processes in Short-term Electricity Markets.
Proceedings of the 2018 Annual American Control Conference, 2018

Economic Benefit Analysis of Process Control for Predominantly Transient Processes.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Autocovariance-based plant-model mismatch estimation for linear model predictive control.
Syst. Control. Lett., 2017

A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation.
Comput. Chem. Eng., 2017

Pseudo-transient models for multiscale, multiresolution simulation and optimization of intensified reaction/separation/recycle processes: Framework and a dimethyl ether production case study.
Comput. Chem. Eng., 2017

Multi-resolution model of an industrial hydrogen plant for plantwide operational optimization with non-uniform steam-methane reformer temperature field.
Comput. Chem. Eng., 2017

A physics-based model for industrial steam-methane reformer optimization with non-uniform temperature field.
Comput. Chem. Eng., 2017

Plant-model mismatch evaluation for unconstrained MPC with state estimation.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Plant-model mismatch estimation in unconstrained state-space MPC.
Proceedings of the 2017 American Control Conference, 2017

Simultaneous optimization of material properties and energy efficiency of a steel quench hardening process.
Proceedings of the 2017 American Control Conference, 2017

2016
A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows.
Proceedings of the International Conference on Computational Science 2016, 2016

Integrated smart appliance scheduling and HVAC control for peak residential load management.
Proceedings of the 2016 American Control Conference, 2016

2015
Review of "Optimal Control for Chemical Engineers" by Simant Ranjan Upreti.
J. Optim. Theory Appl., 2015

Robust autothermal microchannel reactors.
Comput. Chem. Eng., 2015

A time scale-bridging approach for integrating production scheduling and process control.
Comput. Chem. Eng., 2015

From process integration to process intensification.
Comput. Chem. Eng., 2015

Autocovariance-based MPC model mismatch estimation for SISO systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Optimal operation of phase-change thermal energy storage for a commercial building.
Proceedings of the American Control Conference, 2015

2014
Optimizing Metabolite Production Using Periodic Oscillations.
PLoS Comput. Biol., 2014

Identification-based optimization of dynamical systems under uncertainty.
Comput. Chem. Eng., 2014

Integrated production scheduling and process control: A systematic review.
Comput. Chem. Eng., 2014

Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing.
Proceedings of the International Conference on Computational Science, 2014

Conservativeness and stability properties in the optimal design of dynamical systems under uncertainty.
Proceedings of the American Control Conference, 2014

Community-scale air conditioning control for high penetration of rooftop photovoltaics.
Proceedings of the American Control Conference, 2014

2013
Nonlinear model predictive control of energy-integrated process systems.
Syst. Control. Lett., 2013

Dynamics and control of chemical process networks: Integrating physics, communication and computation.
Comput. Chem. Eng., 2013

Concurrent nonlinear predictive control and economic management of energy-integrated systems.
Proceedings of the 12th European Control Conference, 2013

Storage-enhanced thermal management for mobile devices.
Proceedings of the American Control Conference, 2013

Model reduction and nonlinear MPC for energy management in buildings.
Proceedings of the American Control Conference, 2013

Latent storage-enhanced distributed temperature control in hydrogen microreactors.
Proceedings of the American Control Conference, 2013

2010
Tight energy integration: Dynamic impact and control advantages.
Comput. Chem. Eng., 2010

2009
Optimal design and observation of counter-current autothermal reactors for the production of hydrogen.
Proceedings of the American Control Conference, 2009

2008
Modeling, dynamics and control of process networks with high energy throughput.
Comput. Chem. Eng., 2008

Dynamics and control of reactor - feed effluent heat exchanger networks.
Proceedings of the American Control Conference, 2008

2007
Control of integrated process networks - A multi-time scale perspective.
Comput. Chem. Eng., 2007


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