World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
44
Citations
6800
World Ranking
5865
National Ranking
1641

Overview

Michael Baldea is affiliated with The University of Texas at Austin in the United States. Their research work spans broadly across engineering, with a particular focus on control and systems engineering.

The scientist has contributed extensively to the fields of Mechanical Engineering, Electrical and Electronic Engineering, Catalysis, and Biomedical Engineering. Their primary research themes center around process optimization and integration, advanced control systems optimization, and fault detection and control systems. Additional topics include carbon dioxide capture technologies, smart grid energy management, ionic liquids properties and applications, and phase equilibria and thermodynamics.

Recent publications by Michael Baldea include:

  • "The integration of scheduling and control: Top-down vs. bottom-up", 2020, Journal of Process Control
  • "Data-driven discovery of the governing equations of dynamical systems via moving horizon optimization", 2022, Scientific Reports
  • "Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control", 2020, Journal of Building Engineering
  • "Stochastic Scheduling and Control Using Data-Driven Nonlinear Dynamic Models: Application to Demand Response Operation of a Chlor-Alkali Plant", 2020, Industrial & Engineering Chemistry Research
  • "An efficient optimization framework for tracking multiple quality attributes in supply chains of perishable products", 2021, European Journal of Operational Research

They have frequently published in the following venues:

  • Industrial & Engineering Chemistry Research
  • Computers & Chemical Engineering
  • AIChE Journal
  • ACS Sustainable Chemistry & Engineering
  • IFAC-PapersOnLine

Michael Baldea has collaborated regularly with researchers including Thomas F. Edgar, Mark A. Stadtherr, Fernando Lejarza, Kyeongjun Seo, and Omar Santander, coauthoring numerous papers in the related areas of chemical engineering and control systems.

Best Publications

  • Integrated production scheduling and process control: A systematic review

    Michael Baldea;Iiro Harjunkoski

  • Modeling, state estimation, and optimal control for the US COVID-19 outbreak.

    Calvin Tsay;Fernando Lejarza;Mark A. Stadtherr;Michael Baldea

  • Modular manufacturing processes: Status, challenges, and opportunities

    Michael Baldea;Thomas F. Edgar;Bill L. Stanley;Anton A. Kiss

  • Optimal Process Operations in Fast-Changing Electricity Markets: Framework for Scheduling with Low-Order Dynamic Models and an Air Separation Application

    Richard C. Pattison;Cara R. Touretzky;Ted Johansson;Iiro Harjunkoski

  • From process integration to process intensification

    Michael Baldea

  • Integrating scheduling and control for economic MPC of buildings with energy storage

    Cara R. Touretzky;Michael Baldea

  • Challenges in process optimization for new feedstocks and energy sources

    Alexander Mitsos;Norbert Asprion;Christodoulos A. Floudas;Michael Bortz

  • A time scale-bridging approach for integrating production scheduling and process control ☆

    Juan Du;Jungup Park;Iiro Harjunkoski;Michael Baldea

  • Integrated HVAC management and optimal scheduling of smart appliances for community peak load reduction

    Krystian X. Perez;Michael Baldea;Thomas F. Edgar

  • Data cleaning in the process industries

    Shu Xu;Bo Lu;Michael Baldea;Thomas F. Edgar

  • Dynamics and Nonlinear Control of Integrated Process Systems

    Michael Baldea;Prodromos Daoutidis

  • Moving horizon closed‐loop production scheduling using dynamic process models

    Richard C. Pattison;Cara R. Touretzky;Iiro Harjunkoski;Michael Baldea

  • Feasibility study on wind-powered desalination

    Markus Forstmeier;Fredrik Mannerheim;Fernando D'Amato;Minesh Shah

  • Optimization-based assessment of design limitations to air separation plant agility in demand response scenarios

    Yanan Cao;Christopher L.E. Swartz;Michael Baldea;Stéphane Blouin

  • Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models

    Calvin Tsay;Ankur Kumar;Jesus Flores-Cerrillo;Michael Baldea

  • Nonintrusive disaggregation of residential air-conditioning loads from sub-hourly smart meter data

    Krystian X. Perez;Wesley J. Cole;Joshua D. Rhodes;Abigail Ondeck

  • Optimal operation of a residential district-level combined photovoltaic/natural gas power and cooling system

    Abigail D. Ondeck;Thomas F. Edgar;Michael Baldea

  • A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units

    Lisia S. Dias;Richard C. Pattison;Calvin Tsay;Michael Baldea

  • An MILP framework for optimizing demand response operation of air separation units

    Morgan T. Kelley;Richard C. Pattison;Ross Baldick;Michael Baldea

  • Control of integrated process networks—A multi-time scale perspective

    Michael Baldea;Prodromos Daoutidis

  • Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants

    Joannah I. Otashu;Michael Baldea

  • Integrated production scheduling and model predictive control of continuous processes

    Michael Baldea;Juan Du;Jungup Park;Iiro Harjunkoski

Frequent Co-Authors

Thomas F. Edgar
Thomas F. Edgar The University of Texas at Austin
Prodromos Daoutidis
Prodromos Daoutidis University of Minnesota
Iiro Harjunkoski
Iiro Harjunkoski Aalto University
Mark A. Stadtherr
Mark A. Stadtherr The University of Texas at Austin
Ross Baldick
Ross Baldick The University of Texas at Austin
mark j nixon
mark j nixon Emerson (Sweden)
Alexander Mitsos
Alexander Mitsos RWTH Aachen University
Terrence L. Blevins
Terrence L. Blevins Emerson (Sweden)
Thomas M. Truskett
Thomas M. Truskett The University of Texas at Austin
David T. Allen
David T. Allen The University of Texas at Austin

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