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ORCIDMichael Baldea
Person information
- affiliation: University of Texas at Austin, TX, USA
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2020 – today
- 2025
[j49]Michael Baldea
, Apostolos T. Georgiou, R. Bhushan Gopaluni, Mehmet Mercangöz, Constantinos C. Pantelides, Kiran Sheth, Victor M. Zavala, Christos Georgakis:
From automated to autonomous process operations. Comput. Chem. Eng. 196: 109064 (2025)- [i5]Joshua Edward Hammond, Tyler Soderstrom, Brian A. Korgel, Michael Baldea:
Staying Alive: Online Neural Network Maintenance and Systemic Drift. CoRR abs/2503.17681 (2025) - 2024
- [j48]Raymond Park, Erhan Kutanoglu, Michael Baldea:
Dynamics, uncertainty and control in circular supply chains. Comput. Chem. Eng. 180: 108441 (2024) - [j47]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: 108459 (2024) - [j46]Rahul Bindlish, Michael Baldea, Iiro Harjunkoski, Victor M. Zavala:
Trends and perspectives in computed-aided process operations and control. Comput. Chem. Eng. 182: 108575 (2024) - [j45]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: 108768 (2024) - [c25]Tewodros Deneke, Ricardo H. Dunia, Michael Baldea:
Explainable Optimal Solutions Using Fuzzy Inference. ACC 2024: 51-55 - [i4]Joshua Edward Hammond, Ricardo A. Lara Orozco, Michael Baldea, Brian A. Korgel:
Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints. CoRR abs/2403.12873 (2024) - 2023
- [j44]Xin Tang, Michael Baldea:
A grid view on the dynamics of processes participating in demand response programs. Comput. Chem. Eng. 169: 108070 (2023) - [j43]Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea:
A Bayesian approach to improving production planning. Comput. Chem. Eng. 173: 108226 (2023) - [j42]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: 108344 (2023) - [c24]Omar Santander, Ioannis Giannikopoulos, Michael Baldea:
An integrated deep learning - short term production scheduling - optimal control framework for batch processes. ACC 2023: 4569-4574 - 2022
- [j41]Tim Varelmann, Adrian W. Lipow, Michael Baldea, Alexander Mitsos:
Advanced feasibility cuts in decoupled cooperative optimization of power flow. Comput. Chem. Eng. 157: 107635 (2022) - [j40]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: 107900 (2022) - [j39]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: 107977 (2022) - [j38]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): 890-903 (2022) - [c23]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: 331-336 - 2021
- [j37]Fernando Lejarza, Michael Baldea:
Economic model predictive control for robust optimal operation of sparse storage networks. Autom. 125: 109346 (2021) - [j36]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: 107171 (2021) - [j35]Omar Santander, Michael Baldea:
Control-aware batch process scheduling. Comput. Chem. Eng. 152: 107360 (2021) - [j34]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: 107522 (2021) - [i3]Fernando Lejarza, Michael Baldea:
DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization. CoRR abs/2108.00069 (2021) - 2020
- [j33]Fernando Lejarza, Michael Baldea:
Closed-loop optimal operational planning of supply chains with fast product quality dynamics. Comput. Chem. Eng. 132 (2020) - [j32]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) - [j31]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: 106797 (2020) - [j30]Morgan T. Kelley, Ross Baldick, Michael Baldea:
A direct transcription-based multiple shooting formulation for dynamic optimization. Comput. Chem. Eng. 140: 106846 (2020) - [j29]Juergen Hahn, Michael Baldea, Si-Zhao Joe Qin:
Editorial for Tom Edgar special issue in Computers & Chemical Engineering. Comput. Chem. Eng. 141: 107011 (2020) - [c22]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: 2760-2765 - [i2]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 abs/2009.13999 (2020)
2010 – 2019
- 2019
- [j28]Joannah I. Otashu, Michael Baldea:
Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants. Comput. Chem. Eng. 121: 396-408 (2019) - [j27]Jodie M. Simkoff, Michael Baldea:
Production scheduling and linear MPC: Complete integration via complementarity conditions. Comput. Chem. Eng. 125: 287-305 (2019) - [j26]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: 22-34 (2019) - [j25]Jodie M. Simkoff, Michael Baldea:
Parameterizations of data-driven nonlinear dynamic process models for fast scheduling calculations. Comput. Chem. Eng. 129 (2019) - [i1]Calvin Tsay, Michael Baldea:
Learning latent variable dynamic models for integrated production scheduling and control. CoRR abs/1904.04796 (2019) - 2018
- [j24]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: 35-52 (2018) - [j23]Joseph G. Costandy, Thomas F. Edgar, Michael Baldea:
A scheduling perspective on the monetary value of improving process control. Comput. Chem. Eng. 112: 121-131 (2018) - [j22]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: 180-189 (2018) - [j21]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: 139-151 (2018) - [j20]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: 209-221 (2018) - [j19]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: 179-184 (2018) - [j18]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: 268-278 (2018) - [c21]Joannah I. Otashu, Michael Baldea:
A Two-tiered Shrinking Horizon Framework for Participation of Chemical Processes in Short-term Electricity Markets. ACC 2018: 5902-5907 - [c20]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: 1-6 - 2017
- [j17]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: 161-172 (2017) - [j16]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: 224-236 (2017) - [j15]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: 271-283 (2017) - [j14]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: 408-426 (2017) - [j13]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: 5-14 (2017) - [c19]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: 2219-2224 - [c18]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: 3078-3083 - [c17]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: 6177-6182 - 2016
- [c16]Krystian X. Perez, Michael Baldea, Thomas F. Edgar:
Integrated smart appliance scheduling and HVAC control for peak residential load management. ACC 2016: 1458-1463 - [c15]Michael Baldea, Cara R. Touretzky, Jungup Park, Richard C. Pattison, Iiro Harjunkoski:
Handling input dynamics in integrated scheduling and control. AQTR 2016: 1-6 - [c14]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: 680-689 - 2015
- [j12]Juan Du, Jungup Park, Iiro Harjunkoski, Michael Baldea:
A time scale-bridging approach for integrating production scheduling and process control. Comput. Chem. Eng. 79: 59-69 (2015) - [j11]Michael Baldea:
From process integration to process intensification. Comput. Chem. Eng. 81: 104-114 (2015) - [j10]Richard C. Pattison, Michael Baldea:
Robust autothermal microchannel reactors. Comput. Chem. Eng. 81: 171-179 (2015) - [j9]Michael Baldea:
Review of "Optimal Control for Chemical Engineers" by Simant Ranjan Upreti. J. Optim. Theory Appl. 164(1): 376-377 (2015) - [c13]Cara R. Touretzky, Antoine A. Salliot, Laurent Lefèvre, Michael Baldea:
Optimal operation of phase-change thermal energy storage for a commercial building. ACC 2015: 980-985 - [c12]Siyun Wang, Michael Baldea:
Autocovariance-based MPC model mismatch estimation for SISO systems. CDC 2015: 3032-3037 - 2014
- [j8]Siyun Wang, Michael Baldea:
Identification-based optimization of dynamical systems under uncertainty. Comput. Chem. Eng. 64: 138-152 (2014) - [j7]Michael Baldea, Iiro Harjunkoski:
Integrated production scheduling and process control: A systematic review. Comput. Chem. Eng. 71: 377-390 (2014) - [j6]Steven W. Sowa, Michael Baldea, Lydia M. Contreras:
Optimizing Metabolite Production Using Periodic Oscillations. PLoS Comput. Biol. 10(6) (2014) - [c11]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: 398-403 - [c10]Siyun Wang, Michael Baldea:
Conservativeness and stability properties in the optimal design of dynamical systems under uncertainty. ACC 2014: 3524-3529 - [c9]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: 2254-2259 - 2013
- [j5]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: 42-54 (2013) - [j4]Michael Baldea, Cara R. Touretzky:
Nonlinear model predictive control of energy-integrated process systems. Syst. Control. Lett. 62(9): 723-731 (2013) - [c8]Cara R. Touretzky, Michael Baldea:
Model reduction and nonlinear MPC for energy management in buildings. ACC 2013: 461-466 - [c7]Richard C. Pattison, Michael Baldea:
Latent storage-enhanced distributed temperature control in hydrogen microreactors. ACC 2013: 3735-3740 - [c6]Siyun Wang, Michael Baldea:
Storage-enhanced thermal management for mobile devices. ACC 2013: 5344-5349 - [c5]Michael Baldea, Cara R. Touretzky:
Concurrent nonlinear predictive control and economic management of energy-integrated systems. ECC 2013: 2062-2067 - 2011
- [c4]Yanan Cao, Christopher L. E. Swartz, Michael Baldea:
Design for dynamic performance: Application to an air separation unit. ACC 2011: 2683-2688 - 2010
- [j3]Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis:
Tight energy integration: Dynamic impact and control advantages. Comput. Chem. Eng. 34(9): 1457-1466 (2010)
2000 – 2009
- 2009
- [c3]Michael Baldea, Monica Zanfir, Prodromos Daoutidis:
Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. ACC 2009: 641-646 - 2008
- [j2]Michael Baldea, Prodromos Daoutidis:
Modeling, dynamics and control of process networks with high energy throughput. Comput. Chem. Eng. 32(9): 1964-1983 (2008) - [c2]Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis:
Dynamics and control of reactor - feed effluent heat exchanger networks. ACC 2008: 1481-1486 - 2007
- [j1]Michael Baldea, Prodromos Daoutidis:
Control of integrated process networks - A multi-time scale perspective. Comput. Chem. Eng. 31(5-6): 426-444 (2007) - 2006
- [c1]Michael Baldea, Prodromos Daoutidis:
Model reduction and control for networked systems with high energy throughput. ACC 2006: 1-6
Coauthor Index
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