Tsay, C., & Baldea, M. (2020). Physics-Based Feature Engineering and Data-Driven Dynamic Modeling of Microchannel Reactors. IFAC World Congress (accepted)
Lejarza, F., & Baldea, M. (2020). Closed-loop real-time supply chain management for perishable products. IFAC World Congress (accepted)
Xu, X., Simkoff, J. M., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Ashcraft, B. (2020). Data-driven plant-model mismatch estimation for Dynamic Matrix Control systems. Int. J. Robust Nonlin. Control (accepted)
Kelley, M. T., Baldick, R., & Baldea, M. (2020). A direct transcription-based multiple shooting formulation for dynamic optimization. Computers and Chemical Engineering, 140, 106846. https://doi.org/10.1016/j.compchemeng.2020.106846
Kelley, M. T., Baldick, R., & Baldea, M. (2020). An empirical study of moving horizon closed-loop demand response scheduling. Journal of Process Control, 92, 137–148. https://doi.org/10.1016/j.jprocont.2020.05.011
Ganesh, H., Seo, K., Fritz, H., Edgar, T., Novoselac, A., & Baldea, M. (2020). Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control. Journal of Building Engineering, 101552. https://doi.org/10.1016/j.jobe.2020.101552
Xu, X., Simkoff, J. M., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Ashcraft, B. (2020). Data-driven plant-model mismatch quantification for MIMO MPC systems with feedforward control path. In 2020 American Control Conference (ACC) (pp. 2760–2765). IEEE. https://doi.org/10.23919/ACC45564.2020.9147442
Caspari, A., Tsay, C., Mhamdi, A., Baldea, M., & Mitsos, A. (2020). The integration of scheduling and control: Top-down vs. bottom-up. Journal of Process Control, 91, 50–62. https://doi.org/10.1016/j.jprocont.2020.05.008
Seo, K., Edgar, T. F., & Baldea, M. (2020). Optimal demand response operation of electric boosting glass furnaces. Applied Energy, 269, 115077. https://doi.org/10.1016/j.apenergy.2020.115077
Stadtherr, M. A., Allen, D. T., Ganesh, H. S., Dean, D. P., Vernuccio, S., Edgar, T. F., … Broadbelt, L. J. (2020). Product Value Modeling for a Natural Gas Liquid to Liquid Transportation Fuel Process. Industrial and Engineering Chemistry Research, 59(7), 3109–3119. https://doi.org/10.1021/acs.iecr.9b06673
Seo, K., Tsay, C., Hong, B., Edgar, T. F., Stadtherr, M. A., & Baldea, M. (2020). Rate-Based Process Optimization and Sensitivity Analysis for Ionic-Liquid-Based Post-Combustion Carbon Capture. ACS Sustainable Chemistry & Engineering. https://doi.org/10.1021/acssuschemeng.0c03061
Simkoff, J. M., & Baldea, M. (2020). Stochastic Scheduling and Control Using Data-Driven Nonlinear Dynamic Models: Application to Demand Response Operation of a Chlor-Alkali Plant. Industrial and Engineering Chemistry Research, 59(21), 10031–10042. https://doi.org/10.1021/acs.iecr.9b06866
Tsay, C., Lejarza, F., Stadtherr, M. A., & Baldea, M. (2020). Modeling, state estimation, and optimal control for the US COVID-19 outbreak. Scientific Reports, 10(1). https://doi.org/10.1038/s41598-020-67459-8
Simkoff, J. M., Lejarza, F., Kelley, M. T., Tsay, C., & Baldea, M. (2020). Process Control and Energy Efficiency. Annual Review of Chemical and Biomolecular Engineering, 11(1). https://doi.org/10.1146/annurev-chembioeng-092319-083227
Lee, J., Lee, F. Y., Baldea, M., & Edgar, T. F. (2020). Methods of weighted moments for the relay feedback autotuning of conservative PI controllers. Computers and Chemical Engineering, 136, 106797. https://doi.org/10.1016/j.compchemeng.2020.106797
Otashu, J. I., & Baldea, M. (2020). Scheduling chemical processes for frequency regulation. Applied Energy, 260, 114125. https://doi.org/10.1016/j.apenergy.2019.114125
Lee, J., Sung, S. W., Lee, F. Y., Baldea, M., & Edgar, T. F. (2019). Full Closed-Loop Tests for the Relay Feedback Autotuning of Stable, Integrating, and Unstable Processes. ACS Omega. https://doi.org/10.1021/acsomega.9b02732
Santander, O., Betts, C. L., Archer, E. E., & Baldea, M. (2020). On the interaction and integration of production planning and (advanced) process control. Computers and Chemical Engineering, 133, 106627. https://doi.org/10.1016/j.compchemeng.2019.106627
Tsay, C., & Baldea, M. (2020). Integrating production scheduling and process control using latent variable dynamic models. Control Engineering Practice, 94, 104201. https://doi.org/10.1016/j.conengprac.2019.104201
Lejarza, F., & Baldea, M. (2020). Closed-loop optimal operational planning of supply chains with fast product quality dynamics. Computers and Chemical Engineering, 132, 106594. https://doi.org/10.1016/j.compchemeng.2019.106594
