Michael Baldea

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 52

Top Topics

Production Scheduling

Process Control

Top Venues

Comput. Chem. Eng.

Publications

Xin Tang, Richard P. O'Neill, Elaine T. Hale, Ross Baldick, Michael Baldea
Demand bidding vs. demand response for industrial electrical loads. Comput. Chem. Eng. 189 (2024)
Raymond Park, Erhan Kutanoglu, Michael Baldea
Dynamics, uncertainty and control in circular supply chains. Comput. Chem. Eng. 180 (2024)
Alkiviadis Skouteris, Ioannis Giannikopoulos, Thomas F. Edgar, David T. Allen, Michael Baldea, Mark A. Stadtherr
Implementation of nonlinear variable-cost network optimization models for technology assessment in the petrochemicals industry. Comput. Chem. Eng. 180 (2024)
Rahul Bindlish, Michael Baldea, Iiro Harjunkoski, Victor M. Zavala
Trends and perspectives in computed-aided process operations and control. Comput. Chem. Eng. 182 (2024)
Joshua Edward Hammond, Ricardo A. Lara Orozco, Michael Baldea, Brian A. Korgel
Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints. CoRR (2024)
Kyeongjun Seo, Adhika P. Retnanto, Jorge L. Martorell, Thomas F. Edgar, Mark A. Stadtherr, Michael Baldea
Simultaneous design and operational optimization for flexible carbon capture process using ionic liquids. Comput. Chem. Eng. 178 (2023)
Xin Tang, Michael Baldea
A grid view on the dynamics of processes participating in demand response programs. Comput. Chem. Eng. 169 (2023)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
A Bayesian approach to improving production planning. Comput. Chem. Eng. 173 (2023)
Omar Santander, Ioannis Giannikopoulos, Michael Baldea
An integrated deep learning - short term production scheduling - optimal control framework for batch processes. ACC (2023)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
Deep learning economic model predictive control for refinery operation: A fluid catalytic cracker - fractionator case study. ICSTCC (2022)
Fernando Lejarza, Michael Baldea
An efficient optimization framework for tracking multiple quality attributes in supply chains of perishable products. Eur. J. Oper. Res. 297 (3) (2022)
Tim Varelmann, Adrian W. Lipow, Michael Baldea, Alexander Mitsos
Advanced feasibility cuts in decoupled cooperative optimization of power flow. Comput. Chem. Eng. 157 (2022)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
Integrated deep learning-production planning-economic model predictive control framework for large-scale processes. A fluid catalytic cracker-fractionator case study. Comput. Chem. Eng. 167 (2022)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
An open source fluid catalytic cracker - fractionator model to support the development and benchmarking of process control, machine learning and operation strategies. Comput. Chem. Eng. 164 (2022)
Omar Santander, Michael Baldea
Control-aware batch process scheduling. Comput. Chem. Eng. 152 (2021)
Kyeongjun Seo, Zhichao Chen, Thomas F. Edgar, Joan F. Brennecke, Mark A. Stadtherr, Michael Baldea
Modeling and optimization of ionic liquid-based carbon capture process using a thin-film unit. Comput. Chem. Eng. 155 (2021)
Fernando Lejarza, Michael Baldea
DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization. CoRR (2021)
Fernando Lejarza, Michael Baldea
Economic model predictive control for robust optimal operation of sparse storage networks. Autom. 125 (2021)
Joannah I. Otashu, Michael Baldea
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. 145 (2021)
Fernando Lejarza, Michael Baldea
Closed-loop optimal operational planning of supply chains with fast product quality dynamics. Comput. Chem. Eng. 132 (2020)
Juergen Hahn, Michael Baldea, Si-Zhao Joe Qin
Editorial for Tom Edgar special issue in Computers & Chemical Engineering. Comput. Chem. Eng. 141 (2020)
Calvin Tsay, Yanan Cao, Yajun Wang, Jesus Flores-Cerrillo, Michael Baldea
Identification and online updating of dynamic models for demand response of an industrial air separation unit. CoRR (2020)
Jietae Lee, Friedrich Y. Lee, Michael Baldea, Thomas F. Edgar
Methods of weighted moments for the relay feedback autotuning of conservative PI controllers. Comput. Chem. Eng. 136 (2020)
Morgan T. Kelley, Ross Baldick, Michael Baldea
A direct transcription-based multiple shooting formulation for dynamic optimization. Comput. Chem. Eng. 140 (2020)
Xiaodong Xu, Jodie M. Simkoff, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, Brian Ashcraft
Data-driven plant-model mismatch quantification for MIMO MPC systems with feedforward control path. ACC (2020)
Omar Santander, Christopher L. Betts, Erin E. Archer, Michael Baldea
On the interaction and integration of production planning and (advanced) process control. Comput. Chem. Eng. 133 (2020)
Jodie M. Simkoff, Michael Baldea
Production scheduling and linear MPC: Complete integration via complementarity conditions. Comput. Chem. Eng. 125 (2019)
Calvin Tsay, Michael Baldea
Learning latent variable dynamic models for integrated production scheduling and control. CoRR (2019)
Jodie M. Simkoff, Michael Baldea
Parameterizations of data-driven nonlinear dynamic process models for fast scheduling calculations. Comput. Chem. Eng. 129 (2019)
Calvin Tsay, Ankur Kumar, Jesus Flores-Cerrillo, Michael Baldea
Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models. Comput. Chem. Eng. 126 (2019)
Joannah I. Otashu, Michael Baldea
Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants. Comput. Chem. Eng. 121 (2019)
Alexander Mitsos, Norbert Asprion, Christodoulos A. Floudas, Michael Bortz, Michael Baldea, Dominique Bonvin, Adrian Caspari, Pascal Schäfer
Challenges in process optimization for new feedstocks and energy sources. Comput. Chem. Eng. 113 (2018)
Calvin Tsay, Richard C. Pattison, Michael R. Piana, Michael Baldea
A survey of optimal process design capabilities and practices in the chemical and petrochemical industries. Comput. Chem. Eng. 112 (2018)
Joannah I. Otashu, Michael Baldea
A Two-tiered Shrinking Horizon Framework for Participation of Chemical Processes in Short-term Electricity Markets. ACC (2018)
Morgan T. Kelley, Richard C. Pattison, Ross Baldick, Michael Baldea
An efficient MILP framework for integrating nonlinear process dynamics and control in optimal production scheduling calculations. Comput. Chem. Eng. 110 (2018)
Hari S. Ganesh, Ofodike A. Ezekoye, Thomas F. Edgar, Michael Baldea
Improving energy efficiency of an austenitization furnace by heat integration and real-time optimization. AQTR (2018)
Joseph G. Costandy, Thomas F. Edgar, Michael Baldea
Economic Benefit Analysis of Process Control for Predominantly Transient Processes. ACC (2018)
Prodromos Daoutidis, Jay H. Lee, Iiro Harjunkoski, Sigurd Skogestad, Michael Baldea, Christos Georgakis
Integrating operations and control: A perspective and roadmap for future research. Comput. Chem. Eng. 115 (2018)
Lisia S. Dias, Richard C. Pattison, Calvin Tsay, Michael Baldea, Marianthi G. Ierapetritou
A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units. Comput. Chem. Eng. 113 (2018)
Joseph G. Costandy, Thomas F. Edgar, Michael Baldea
A scheduling perspective on the monetary value of improving process control. Comput. Chem. Eng. 112 (2018)
Joseph G. Costandy, Thomas F. Edgar, Michael Baldea
Reprint of: A scheduling perspective on the monetary value of improving process control. Comput. Chem. Eng. 116 (2018)
Jodie M. Simkoff, Siyun Wang, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
Plant-model mismatch estimation in unconstrained state-space MPC. ACC (2017)
Jodie M. Simkoff, Siyun Wang, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
Plant-model mismatch evaluation for unconstrained MPC with state estimation. CDC (2017)
Hari S. Ganesh, Eric M. Taleff, Thomas F. Edgar, Michael Baldea
Simultaneous optimization of material properties and energy efficiency of a steel quench hardening process. ACC (2017)
Ankur Kumar, Thomas F. Edgar, Michael Baldea
Multi-resolution model of an industrial hydrogen plant for plantwide operational optimization with non-uniform steam-methane reformer temperature field. Comput. Chem. Eng. 107 (2017)
Richard C. Pattison, Calvin Tsay, Michael Baldea
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. 105 (2017)
Siyun Wang, Jodie M. Simkoff, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
Autocovariance-based plant-model mismatch estimation for linear model predictive control. Syst. Control. Lett. 104 (2017)
Calvin Tsay, Richard C. Pattison, Michael Baldea, Ben G. Weinstein, Steven J. Hodson, Robert D. Johnson
A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation. Comput. Chem. Eng. 107 (2017)
Ankur Kumar, Michael Baldea, Thomas F. Edgar
A physics-based model for industrial steam-methane reformer optimization with non-uniform temperature field. Comput. Chem. Eng. 105 (2017)
Krystian X. Perez, Michael Baldea, Thomas F. Edgar
Integrated smart appliance scheduling and HVAC control for peak residential load management. ACC (2016)
Michael Baldea, Cara R. Touretzky, Jungup Park, Richard C. Pattison, Iiro Harjunkoski
Handling input dynamics in integrated scheduling and control. AQTR (2016)
Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea
A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. ICCS (2016)
Richard C. Pattison, Michael Baldea
Robust autothermal microchannel reactors. Comput. Chem. Eng. 81 (2015)
Juan Du, Jungup Park, Iiro Harjunkoski, Michael Baldea
A time scale-bridging approach for integrating production scheduling and process control. Comput. Chem. Eng. 79 (2015)
Michael Baldea
From process integration to process intensification. Comput. Chem. Eng. 81 (2015)
Michael Baldea
Review of "Optimal Control for Chemical Engineers" by Simant Ranjan Upreti. J. Optim. Theory Appl. 164 (1) (2015)
Cara R. Touretzky, Antoine A. Salliot, Laurent Lefèvre, Michael Baldea
Optimal operation of phase-change thermal energy storage for a commercial building. ACC (2015)
Siyun Wang, Michael Baldea
Autocovariance-based MPC model mismatch estimation for SISO systems. CDC (2015)
Steven W. Sowa, Michael Baldea, Lydia M. Contreras
Optimizing Metabolite Production Using Periodic Oscillations. PLoS Comput. Biol. 10 (6) (2014)
Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis
Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. ICCS (2014)
Michael Baldea, Iiro Harjunkoski
Integrated production scheduling and process control: A systematic review. Comput. Chem. Eng. 71 (2014)
Siyun Wang, Michael Baldea
Conservativeness and stability properties in the optimal design of dynamical systems under uncertainty. ACC (2014)
Wesley J. Cole, Krystian X. Perez, Joshua D. Rhodes, Michael E. Webber, Michael Baldea, Thomas F. Edgar
Community-scale air conditioning control for high penetration of rooftop photovoltaics. ACC (2014)
Siyun Wang, Michael Baldea
Identification-based optimization of dynamical systems under uncertainty. Comput. Chem. Eng. 64 (2014)
Michael Baldea, Cara R. Touretzky
Nonlinear model predictive control of energy-integrated process systems. Syst. Control. Lett. 62 (9) (2013)
Cara R. Touretzky, Michael Baldea
Model reduction and nonlinear MPC for energy management in buildings. ACC (2013)
Michael Baldea, Nael H. El-Farra, B. Erik Ydstie
Dynamics and control of chemical process networks: Integrating physics, communication and computation. Comput. Chem. Eng. 51 (2013)
Richard C. Pattison, Michael Baldea
Latent storage-enhanced distributed temperature control in hydrogen microreactors. ACC (2013)
Siyun Wang, Michael Baldea
Storage-enhanced thermal management for mobile devices. ACC (2013)
Michael Baldea, Cara R. Touretzky
Concurrent nonlinear predictive control and economic management of energy-integrated systems. ECC (2013)
Yanan Cao, Christopher L. E. Swartz, Michael Baldea
Design for dynamic performance: Application to an air separation unit. ACC (2011)
Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
Tight energy integration: Dynamic impact and control advantages. Comput. Chem. Eng. 34 (9) (2010)
Michael Baldea, Monica Zanfir, Prodromos Daoutidis
Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. ACC (2009)
Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
Dynamics and control of reactor - feed effluent heat exchanger networks. ACC (2008)
Michael Baldea, Prodromos Daoutidis
Modeling, dynamics and control of process networks with high energy throughput. Comput. Chem. Eng. 32 (9) (2008)
Michael Baldea, Prodromos Daoutidis
Control of integrated process networks - A multi-time scale perspective. Comput. Chem. Eng. 31 (5-6) (2007)
Michael Baldea, Prodromos Daoutidis
Model reduction and control for networked systems with high energy throughput. ACC (2006)