Publications 2017

Pattison, R. C., Touretzky, C. R., Harjunkoski, I., & Baldea, M. (2017). Moving horizon closed-loop production scheduling using dynamic process models. AIChE Journal, 63(2), 639–651.

Baldea, M. (2017). Employing Chemical Processes as Grid-Level Energy Storage Devices. In Advances in Energy Systems Engineering (pp. 247–271). Springer International Publishing.

Touretzky, C. R., Harjunkoski, I., & Baldea, M. (2017). Dynamic Models and Fault Diagnosis-Based Triggers for Closed-Loop Scheduling. AIChE Journal, 63(6), 1959–1973.

Pattison, R. C., Tsay, C., & Baldea, M. (2017). Pseudo-transient models for multiscale, multiresolution simulation and optimization of intensified reaction/separation/recycle processes: Framework and a dimethyl ether production case study. Computers & Chemical Engineering, 105, 161–172.

Tsay, C., Pattison, R. C., Baldea, M., Weinstein, B., Hodson, S. J., & Johnson, R. D. (2017). A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation. Computers & Chemical Engineering, 107, 408–426.

Kumar, A., Baldea, M., & Edgar, T. F. (2017). A physics-based model for industrial steam-methane reformer optimization with non-uniform temperature field. Computers & Chemical Engineering, 105, 224–236.

Perez, K. X., Cetin, K., Baldea, M., & Edgar, T. F. (2017). Development and Analysis of Residential Change-Point Models from Smart Meter Data. Energy and Buildings.

Heng, V. R., Ganesh, H. S., Dulaney, A. R., Kurzawski, A., Baldea, M., Ezekoye, O. A., & Edgar, T. F. (2017). Energy-Oriented Modeling and Optimization of a Heat Treating Furnace. J. Dyn. Syst. Meas. Control.

Wang, R., Edgar, T. F., & Baldea, M. (2017). A Geometric Framework for Monitoring and Fault Detection for Periodic Processes. AIChE Journal.

Sowa, S. W., Gelderman, G., Leistra, A. N., Buvanendiran, A., Lipp, S., Pitaktong, A., … Contreras, L. M. (2017). Integrative FourD omics approach profiles the target network of the carbon storage regulatory system. Nucleic Acids Research, 45(4), 1673–1686.

Kumar, A., Edgar, T. F., & Baldea, M. (2017). Multi-resolution model of an industrial hydrogen plant for plantwide operational optimization with non-uniform steam-methane reformer temperature field. Computers & Chemical Engineering, 107, 271–283.

Baldea, M., & Pattison, R. C. (2017). Catalytic plate reactors.

Pattison, R. C., Tsay, C., & Baldea, M. (2017). Pseudo-transient models for multiscale, multiresolution simulation and optimization of intensified reaction/separation/recycle processes: Framework and a dimethyl ether production case study. Computers & Chemical Engineering, 105, 161–172.

Perez, K. X., Cetin, K., Baldea, M., & Edgar, T. F. (2017). Development and analysis of residential change-point models from smart meter data. Energy and Buildings, 139, 351–359.

Heng, V. R., Ganesh, H. S., Dulaney, A. R., Kurzawski, A., Baldea, M., Ezekoye, O. A., & Edgar, T. F. (2017). Energy-Oriented Modeling and Optimization of a Heat Treating Furnace. Journal of Dynamic Systems, Measurement, and Control, 139(6), 61014.

Wang, R., Edgar, T. F., & Baldea, M. (2017). A geometric framework for monitoring and fault detection for periodic processes. AIChE Journal, 63(7), 2719–2730.

Kumar, A., Edgar, T. F., & Baldea, M. (2017). Multi-resolution model of an industrial hydrogen plant for plantwide operational optimization with non-uniform steam-methane reformer temperature field. Computers & Chemical Engineering.

Tsay, C., Pattison, R. C., & Baldea, M. (2017). Equation-oriented simulation and optimization of process flowsheets incorporating detailed spiral-wound multistream heat exchanger models. AIChE Journal, 63(9), 3778–3789.

Wang, S., Simkoff, J. M., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2017). Autocovariance-based plant-model mismatch estimation for linear model predictive control. Systems & Control Letters, 104, 5–14.

Wang, S., Simkoff, J. M., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2017). Autocovariance-based MPC model mismatch estimation for systems with measurable disturbances. Journal of Process Control, 55, 42–54.

Tsay, C., Pattison, R. C., & Baldea, M. (2017). A Dynamic Optimization Approach to Probabilistic Process Design under Uncertainty. Industrial & Engineering Chemistry Research, 56(30), 8606–8621.

Simkoff, J. M., Wang, S., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2017). Plant-model mismatch estimation in unconstrained state-space MPC. In American Control Conference (ACC), 2017 (pp. 3078–3083).

Ganesh, H. S., Taleff, E. M., Edgar, T. F., & Baldea, M. (2017). Simultaneous optimization of material properties and energy efficiency of a steel quench hardening process. In American Control Conference (ACC), 2017 (pp. 2219–2224).

Baldea, M., Edgar, T. F., Stanley, B. L., & Kiss, A. A. (2017). Modular Manufacturing Processes: Status, Challenges and Opportunities. AIChE Journal.

Wang, R., Edgar, T. F., Baldea, M., Nixon, M., Wojsznis, W., & Dunia, R. (2017). A geometric method for batch data visualization, process monitoring and fault detection. Journal of Process Control.

Wang, R. C., Baldea, M., & Edgar, T. F. (2017). Data Visualization and Visualization-Based Fault Detection for Chemical Processes. Processes, 5(3), 45.

Ondeck, A., Edgar, T. F., & Baldea, M. (2017). A multi-scale framework for simultaneous optimization of the design and operating strategy of residential CHP systems. Applied Energy, 205, 1495–1511.

Ganesh, H. S., Edgar, T. F., & Baldea, M. (2017). Modeling, optimization and control of an austenitization furnace for achieving target product toughness and minimizing energy use. Journal of Process Control.

Tsay, C., Pattison, R. C., & Baldea, M. (2017). A pseudo-transient optimization framework for periodic processes: Pressure swing adsorption and simulated moving bed chromatography. AIChE Journal.

Pattison, R. C., Touretzky, C. R., Harjunkoski, I., & Baldea, M. (2017). Moving horizon closed-loop production scheduling using dynamic process models. AIChE Journal, 63(2), 639–651.

Tsay, C., & Baldea, M. (2017). Scenario-Free Optimal Design under Uncertainty of the PRICO®Natural Gas Liquefaction Process. Industrial & Engineering Chemistry Research.

Simkoff, J. M., Wang, S., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2017). Plant-model mismatch evaluation for unconstrained MPC with state estimation. In Decision and Control (CDC), 2017 IEEE 56th Annual Conference on (pp. 6177–6182).

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