Michael Baldea

84 papers C 17Misc 2Journal 59Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A demand bidding model for multi-product industrial plants. Comput. Chem. Eng. Xin Tang, Michael Baldea, Elaine T. Hale, Ross Baldick, Richard P. O'Neill
2026	J	`jnl`	A grid-scale study of demand bidding by large industrial users. Comput. Chem. Eng. Xin Tang, Cosmin G. Petra, Michael Baldea, Ross Baldick
2026	J	`jnl`	Process modeling and sensitivity analysis for integrated carbon capture and conversion with ionic liquids. Comput. Chem. Eng. Adhika P. Retnanto, Mark A. Stadtherr, Michael Baldea
2026	J	`jnl`	Using the SEKF to Transfer NN Models of Dynamical Systems with Limited Data. CoRR Joshua Edward Hammond, Tyler A. Soderstrom, Brian A. Korgel, Michael Baldea
2025	J	`jnl`	From automated to autonomous process operations. Comput. Chem. Eng. Michael Baldea, Apostolos T. Georgiou, R. Bhushan Gopaluni, Mehmet Mercangöz, Constantinos C. Pantelides, Kiran Sheth, Victor M. Zavala, Christos Georgakis
2025	J	`jnl`	Rolling horizon product quality estimation and online optimisation for supply chain management of perishable inventory. Int. J. Prod. Res. Fernando Lejarza, Shashank Venkatesan, Michael Baldea
2025	J	`jnl`	Staying Alive: Online Neural Network Maintenance and Systemic Drift. CoRR Joshua Edward Hammond, Tyler A. Soderstrom, Brian A. Korgel, Michael Baldea
2024	J	`jnl`	Demand bidding vs. demand response for industrial electrical loads. Comput. Chem. Eng. Xin Tang, Richard P. O'Neill, Elaine T. Hale, Ross Baldick, Michael Baldea
2024	J	`jnl`	Dynamics, uncertainty and control in circular supply chains. Comput. Chem. Eng. Raymond Park, Erhan Kutanoglu, Michael Baldea
2024	C	`conf`	Explainable Optimal Solutions Using Fuzzy Inference. ACC Tewodros Deneke, Ricardo H. Dunia, Michael Baldea
2024	J	`jnl`	Implementation of nonlinear variable-cost network optimization models for technology assessment in the petrochemicals industry. Comput. Chem. Eng. Alkiviadis Skouteris, Ioannis Giannikopoulos, Thomas F. Edgar, David T. Allen, Michael Baldea, Mark A. Stadtherr
2024	J	`jnl`	Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints. CoRR Joshua Edward Hammond, Ricardo A. Lara Orozco, Michael Baldea, Brian A. Korgel
2024	J	`jnl`	Trends and perspectives in computed-aided process operations and control. Comput. Chem. Eng. Rahul Bindlish, Michael Baldea, Iiro Harjunkoski, Victor M. Zavala
2023	J	`jnl`	A Bayesian approach to improving production planning. Comput. Chem. Eng. Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
2023	J	`jnl`	A grid view on the dynamics of processes participating in demand response programs. Comput. Chem. Eng. Xin Tang, Michael Baldea
2023	C	`conf`	An integrated deep learning - short term production scheduling - optimal control framework for batch processes. ACC Omar Santander, Ioannis Giannikopoulos, Michael Baldea
2023	J	`jnl`	Simultaneous design and operational optimization for flexible carbon capture process using ionic liquids. Comput. Chem. Eng. Kyeongjun Seo, Adhika P. Retnanto, Jorge L. Martorell, Thomas F. Edgar, Mark A. Stadtherr, Michael Baldea
2022	J	`jnl`	Advanced feasibility cuts in decoupled cooperative optimization of power flow. Comput. Chem. Eng. Tim Varelmann, Adrian W. Lipow, Michael Baldea, Alexander Mitsos
2022	J	`jnl`	An efficient optimization framework for tracking multiple quality attributes in supply chains of perishable products. Eur. J. Oper. Res. Fernando Lejarza, Michael Baldea
2022	J	`jnl`	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. Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
2022	—	`conf`	Deep learning economic model predictive control for refinery operation: A fluid catalytic cracker - fractionator case study. ICSTCC Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
2022	J	`jnl`	Integrated deep learning-production planning-economic model predictive control framework for large-scale processes. A fluid catalytic cracker-fractionator case study. Comput. Chem. Eng. Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
2021	J	`jnl`	Control-aware batch process scheduling. Comput. Chem. Eng. Omar Santander, Michael Baldea
2021	J	`jnl`	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. Joannah I. Otashu, Michael Baldea
2021	J	`jnl`	DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization. CoRR Fernando Lejarza, Michael Baldea
2021	J	`jnl`	Economic model predictive control for robust optimal operation of sparse storage networks. Autom. Fernando Lejarza, Michael Baldea
2021	J	`jnl`	Modeling and optimization of ionic liquid-based carbon capture process using a thin-film unit. Comput. Chem. Eng. Kyeongjun Seo, Zhichao Chen, Thomas F. Edgar, Joan F. Brennecke, Mark A. Stadtherr, Michael Baldea
2020	J	`jnl`	A direct transcription-based multiple shooting formulation for dynamic optimization. Comput. Chem. Eng. Morgan T. Kelley, Ross Baldick, Michael Baldea
2020	J	`jnl`	Closed-loop optimal operational planning of supply chains with fast product quality dynamics. Comput. Chem. Eng. Fernando Lejarza, Michael Baldea
2020	C	`conf`	Data-driven plant-model mismatch quantification for MIMO MPC systems with feedforward control path. ACC Xiaodong Xu, Jodie M. Simkoff, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, Brian Ashcraft
2020	J	`jnl`	Editorial for Tom Edgar special issue in Computers & Chemical Engineering. Comput. Chem. Eng. Juergen Hahn, Michael Baldea, Si-Zhao Joe Qin
2020	J	`jnl`	Identification and online updating of dynamic models for demand response of an industrial air separation unit. CoRR Calvin Tsay, Yanan Cao, Yajun Wang, Jesus Flores-Cerrillo, Michael Baldea
2020	J	`jnl`	Methods of weighted moments for the relay feedback autotuning of conservative PI controllers. Comput. Chem. Eng. Jietae Lee, Friedrich Y. Lee, Michael Baldea, Thomas F. Edgar
2020	J	`jnl`	On the interaction and integration of production planning and (advanced) process control. Comput. Chem. Eng. Omar Santander, Christopher L. Betts, Erin E. Archer, Michael Baldea
2019	J	`jnl`	Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants. Comput. Chem. Eng. Joannah I. Otashu, Michael Baldea
2019	J	`jnl`	Learning latent variable dynamic models for integrated production scheduling and control. CoRR Calvin Tsay, Michael Baldea
2019	J	`jnl`	Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models. Comput. Chem. Eng. Calvin Tsay, Ankur Kumar, Jesus Flores-Cerrillo, Michael Baldea
2019	J	`jnl`	Parameterizations of data-driven nonlinear dynamic process models for fast scheduling calculations. Comput. Chem. Eng. Jodie M. Simkoff, Michael Baldea
2019	J	`jnl`	Production scheduling and linear MPC: Complete integration via complementarity conditions. Comput. Chem. Eng. Jodie M. Simkoff, Michael Baldea
2018	C	`conf`	A Two-tiered Shrinking Horizon Framework for Participation of Chemical Processes in Short-term Electricity Markets. ACC Joannah I. Otashu, Michael Baldea
2018	J	`jnl`	A scheduling perspective on the monetary value of improving process control. Comput. Chem. Eng. Joseph G. Costandy, Thomas F. Edgar, Michael Baldea
2018	J	`jnl`	A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units. Comput. Chem. Eng. Lisia S. Dias, Richard C. Pattison, Calvin Tsay, Michael Baldea, Marianthi G. Ierapetritou
2018	J	`jnl`	A survey of optimal process design capabilities and practices in the chemical and petrochemical industries. Comput. Chem. Eng. Calvin Tsay, Richard C. Pattison, Michael R. Piana, Michael Baldea
2018	J	`jnl`	An efficient MILP framework for integrating nonlinear process dynamics and control in optimal production scheduling calculations. Comput. Chem. Eng. Morgan T. Kelley, Richard C. Pattison, Ross Baldick, Michael Baldea
2018	J	`jnl`	Challenges in process optimization for new feedstocks and energy sources. Comput. Chem. Eng. Alexander Mitsos, Norbert Asprion, Christodoulos A. Floudas, Michael Bortz, Michael Baldea, Dominique Bonvin, Adrian Caspari, Pascal Schäfer
2018	—	`conf`	Improving energy efficiency of an austenitization furnace by heat integration and real-time optimization. AQTR Hari S. Ganesh, Ofodike A. Ezekoye, Thomas F. Edgar, Michael Baldea
2018	J	`jnl`	Integrating operations and control: A perspective and roadmap for future research. Comput. Chem. Eng. Prodromos Daoutidis, Jay H. Lee, Iiro Harjunkoski, Sigurd Skogestad, Michael Baldea, Christos Georgakis
2018	J	`jnl`	Reprint of: A scheduling perspective on the monetary value of improving process control. Comput. Chem. Eng. Joseph G. Costandy, Thomas F. Edgar, Michael Baldea
2017	J	`jnl`	A physics-based model for industrial steam-methane reformer optimization with non-uniform temperature field. Comput. Chem. Eng. Ankur Kumar, Michael Baldea, Thomas F. Edgar
2017	J	`jnl`	A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation. Comput. Chem. Eng. Calvin Tsay, Richard C. Pattison, Michael Baldea, Ben G. Weinstein, Steven J. Hodson, Robert D. Johnson
2017	J	`jnl`	Autocovariance-based plant-model mismatch estimation for linear model predictive control. Syst. Control. Lett. Siyun Wang, Jodie M. Simkoff, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
2017	J	`jnl`	Multi-resolution model of an industrial hydrogen plant for plantwide operational optimization with non-uniform steam-methane reformer temperature field. Comput. Chem. Eng. Ankur Kumar, Thomas F. Edgar, Michael Baldea
2017	C	`conf`	Plant-model mismatch estimation in unconstrained state-space MPC. ACC Jodie M. Simkoff, Siyun Wang, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
2017	—	`conf`	Plant-model mismatch evaluation for unconstrained MPC with state estimation. CDC Jodie M. Simkoff, Siyun Wang, Michael Baldea, Leo H. Chiang, Ivan Castillo, Rahul Bindlish, David B. Stanley
2017	J	`jnl`	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. Richard C. Pattison, Calvin Tsay, Michael Baldea
2017	C	`conf`	Simultaneous optimization of material properties and energy efficiency of a steel quench hardening process. ACC Hari S. Ganesh, Eric M. Taleff, Thomas F. Edgar, Michael Baldea
2016	Misc	`conf`	A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. ICCS Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea
2016	—	`conf`	Handling input dynamics in integrated scheduling and control. AQTR Michael Baldea, Cara R. Touretzky, Jungup Park, Richard C. Pattison, Iiro Harjunkoski
2016	C	`conf`	Integrated smart appliance scheduling and HVAC control for peak residential load management. ACC Krystian X. Perez, Michael Baldea, Thomas F. Edgar
2015	J	`jnl`	A time scale-bridging approach for integrating production scheduling and process control. Comput. Chem. Eng. Juan Du, Jungup Park, Iiro Harjunkoski, Michael Baldea
2015	—	`conf`	Autocovariance-based MPC model mismatch estimation for SISO systems. CDC Siyun Wang, Michael Baldea
2015	J	`jnl`	From process integration to process intensification. Comput. Chem. Eng. Michael Baldea
2015	C	`conf`	Optimal operation of phase-change thermal energy storage for a commercial building. ACC Cara R. Touretzky, Antoine A. Salliot, Laurent Lefèvre, Michael Baldea
2015	J	`jnl`	Review of "Optimal Control for Chemical Engineers" by Simant Ranjan Upreti. J. Optim. Theory Appl. Michael Baldea
2015	J	`jnl`	Robust autothermal microchannel reactors. Comput. Chem. Eng. Richard C. Pattison, Michael Baldea
2014	C	`conf`	Community-scale air conditioning control for high penetration of rooftop photovoltaics. ACC Wesley J. Cole, Krystian X. Perez, Joshua D. Rhodes, Michael E. Webber, Michael Baldea, Thomas F. Edgar
2014	C	`conf`	Conservativeness and stability properties in the optimal design of dynamical systems under uncertainty. ACC Siyun Wang, Michael Baldea
2014	Misc	`conf`	Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. ICCS Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis
2014	J	`jnl`	Identification-based optimization of dynamical systems under uncertainty. Comput. Chem. Eng. Siyun Wang, Michael Baldea
2014	J	`jnl`	Integrated production scheduling and process control: A systematic review. Comput. Chem. Eng. Michael Baldea, Iiro Harjunkoski
2014	J	`jnl`	Optimizing Metabolite Production Using Periodic Oscillations. PLoS Comput. Biol. Steven W. Sowa, Michael Baldea, Lydia M. Contreras
2013	—	`conf`	Concurrent nonlinear predictive control and economic management of energy-integrated systems. ECC Michael Baldea, Cara R. Touretzky
2013	J	`jnl`	Dynamics and control of chemical process networks: Integrating physics, communication and computation. Comput. Chem. Eng. Michael Baldea, Nael H. El-Farra, B. Erik Ydstie
2013	C	`conf`	Latent storage-enhanced distributed temperature control in hydrogen microreactors. ACC Richard C. Pattison, Michael Baldea
2013	C	`conf`	Model reduction and nonlinear MPC for energy management in buildings. ACC Cara R. Touretzky, Michael Baldea
2013	J	`jnl`	Nonlinear model predictive control of energy-integrated process systems. Syst. Control. Lett. Michael Baldea, Cara R. Touretzky
2013	C	`conf`	Storage-enhanced thermal management for mobile devices. ACC Siyun Wang, Michael Baldea
2011	C	`conf`	Design for dynamic performance: Application to an air separation unit. ACC Yanan Cao, Christopher L. E. Swartz, Michael Baldea
2010	J	`jnl`	Tight energy integration: Dynamic impact and control advantages. Comput. Chem. Eng. Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
2009	C	`conf`	Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. ACC Michael Baldea, Monica Zanfir, Prodromos Daoutidis
2008	C	`conf`	Dynamics and control of reactor - feed effluent heat exchanger networks. ACC Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
2008	J	`jnl`	Modeling, dynamics and control of process networks with high energy throughput. Comput. Chem. Eng. Michael Baldea, Prodromos Daoutidis
2007	J	`jnl`	Control of integrated process networks - A multi-time scale perspective. Comput. Chem. Eng. Michael Baldea, Prodromos Daoutidis
2006	C	`conf`	Model reduction and control for networked systems with high energy throughput. ACC Michael Baldea, Prodromos Daoutidis