Publications – Process and Energy Systems Engineering

Donahue, M. M., Baldea, M., & Eldridge, R. B. (2019). Steady State Considerations for Designing Minimum Energy Control Strategies for a Dividing Wall Distillation Column with Trace Components. Chemical Engineering and Processing – Process Intensification. https://doi.org/10.1016/j.cep.2019.107641

Tsay, C., & Baldea, M. (2019). 110th Anniversary: Using Data to Bridge the Time and Length Scales of Process Systems . Industrial & Engineering Chemistry Research, 58(36), 16696–16708. https://doi.org/10.1021/acs.iecr.9b02282

Simkoff, J. M., & Baldea, M. (2019). Parameterizations of data-driven nonlinear dynamic process models for fast scheduling calculations. Computers & Chemical Engineering, 129, 106498. https://doi.org/10.1016/j.compchemeng.2019.06.023

Donahue, M. M., Downs, J. J., Baldea, M., & Eldridge, R. B. (2019). Managing Trace Components in a Dividing Wall Distillation Column: An Experimental Study. Industrial & Engineering Chemistry Research, 58(28), 12687–12701. https://doi.org/10.1021/acs.iecr.9b00879

Otashu, J. I., & Baldea, M. (2019). Demand response-oriented dynamic modeling and operational optimization of membrane-based chlor-alkali plants. Computers and Chemical Engineering, 121, 396–408. https://doi.org/10.1016/j.compchemeng.2018.08.030

Yan, L., Edgar, T. F., & Baldea, M. (2019), Maximizing Energy Savings Attainable By Dynamic Intensification Of Binary Distillation Columns, Studia Universitatis “Babes-Bolyai”, Chemia, 64(2), 357-369. https://dx.doi.org/10.24193/subbchem.2019.2.30

Lee, F. Y., Edgar, T. F., Baldea, M., & Lee, J. (2019). Minimized Test Times for Step and Pulse Responses of Slow Linear Processes. Industrial & Engineering Chemistry Research, 58(27), 12116–12123. https://doi.org/10.1021/acs.iecr.9b01609

Tsay, C., Pattison, R. C., Zhang, Y., Rochelle, G. T., & Baldea, M. (2019). Rate-based modeling and economic optimization of next-generation amine-based carbon capture plants. Applied Energy, 252. https://doi.org/10.1016/j.apenergy.2019.113379

Costandy, J. G., Edgar, T. F., & Baldea, M. (2019). Switching from Batch to Continuous Reactors Is a Trajectory Optimization Problem. Industrial & Engineering Chemistry Research, 58(30), 13718–13736. https://doi.org/10.1021/acs.iecr.9b01126

Ganesh, H. S., Fritz, H. E., Edgar, T. F., Novoselac, A., & Baldea, M. (2019). A model-based dynamic optimization strategy for control of indoor air pollutants. Energy and Buildings, 195, 168–179. https://doi.org/10.1016/j.enbuild.2019.04.022

Baldea, M., Hasan M.M.F., Boukouvala F., Editorial for Special Issue on Frameworks for Process Intensification and Modularization, Ind. Eng. Chem. Res., accepted

Tsay, C., & Baldea, M. (2019). Learning latent variable dynamic models for integrated production scheduling and control. ArXiv Preprint ArXiv:1904.04796.

Tsay, C., Kumar, A., Flores-Cerrillo, J., & Baldea, M. (2019). Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models. Computers and Chemical Engineering, 22–34. https://doi.org/10.1016/j.compchemeng.2019.03.022

Simkoff, J. M., & Baldea, M. (2019). Production scheduling and linear MPC: Complete integration via complementarity conditions. Computers and Chemical Engineering, 287–305. https://doi.org/10.1016/j.compchemeng.2019.01.024

Tsay, C., & Baldea, M. (2019). Fast and efficient chemical process flowsheet simulation by pseudo-transient continuation on inertial manifolds. Computer Methods in Applied Mechanics and Engineering, 348, 935–953. https://doi.org/10.1016/j.cma.2019.01.025

Yan, L., Edgar, T. F., & Baldea, M. (2019). Dynamic Process Intensification of Binary Distillation via Periodic Operation. Industrial and Engineering Chemistry Research, 58(15), 5830–5837. https://doi.org/10.1021/acs.iecr.8b04852

Kelley, M. T., Baldick, R., & Baldea, M. (2019). Demand Response Operation of Electricity-Intensive Chemical Processes for Reduced Greenhouse Gas Emissions: Application to an Air Separation Unit. ACS Sustainable Chemistry and Engineering, 7(2), 1909–1922. https://doi.org/10.1021/acssuschemeng.8b03927

Yan, L., Edgar, T. F., & Baldea, M. (2019). Dynamic process intensification of binary distillation based on output multiplicity. AIChE Journal, 65(4), 1162–1172. https://dx.doi.org/10.1002/aic.16506

Korambath, P., Ganesh, H. S., Wang, J., Baldea, M., & Davis, J. (2018). Use of On-Demand Cloud Services to Model the Optimization of an Austenitization Furnace. Smart and Sustainable Manufacturing Systems, 2(1), 20180024. https://doi.org/10.1520/ssms20180024

Ganesh, H. S., Ezekoye, O. A., Edgar, T. F., & Baldea, M. (2019). Heat integration and operational optimization of an austenitization furnace using concentric-tube radiant recuperators. AIChE Journal, 65(7). https://doi.org/10.1002/aic.16414

Xu, S., Lu, B., Baldea, M., Edgar, T. F., & Nixon, M. (2018). An improved variable selection method for support vector regression in nir spectral modeling. Journal of Process Control, 67, 83–93.

Baldea, M. (2018). A pinch-like targeting framework for systematic thermal process intensification. AIChE Journal, 64(3), 877–885.

Kelley, M. T., Pattison, R. C., Baldick, R., & Baldea, M. (2018). An efficient MILP framework for integrating nonlinear process dynamics and control in optimal production scheduling calculations. Computers & Chemical Engineering, 110, 35–52.

Tsay, C., Pattison, R. C., Piana, M. R., & Baldea, M. (2018). A survey of optimal process design capabilities and practices in the chemical and petrochemical industries. Computers & Chemical Engineering, 112, 180–189.

Costandy, J. G., Edgar, T. F., & Baldea, M. (2018). A scheduling perspective on the monetary value of improving process control. Computers & Chemical Engineering, 112, 121–131.

Baldea, M., Pattison, R., Donahue, M., & Gupta, A. (2018). Systems and methods for thermally actuated flow control.

Simkoff, J. M., Wang, S., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2018). Plant–Model Mismatch Estimation from Closed-Loop Data for State-Space Model Predictive Control¶. Industrial & Engineering Chemistry Research.

Mitsos, A., Asprion, N., Floudas, C. A., Bortz, M., Baldea, M., Bonvin, D., … Schäfer, P. (2018). Challenges in Process Optimization for New Feedstocks and Energy Sources. Computers & Chemical Engineering.

Baldea, M., Edgar, T. F., Stanley, B. L., & Kiss, A. A. (2018). Modularization in Chemical Processing. CHEMICAL ENGINEERING PROGRESS, 114(3), 46–54.

Otashu, J. I., & Baldea, M. (2018). Grid-level “battery” operation of chemical processes and demand-side participation in short-term electricity markets. Applied Energy, 220, 562–575.

Otashu, J. I., & Baldea, M. (2018). A Two-tiered Shrinking Horizon Framework for Participation of Chemical Processes in Short-term Electricity Markets. In 2018 Annual American Control Conference (ACC) (pp. 5902–5907).

Costandy, J., Edgar, T. F., & Baldea, M. (2018). Economic Benefit Analysis of Process Control for Predominantly Transient Processes. In 2018 Annual American Control Conference (ACC) (pp. 4875–4880).

Wang, R., Edgar, T. F., Baldea, M., Nixon, M., Wojsznis, W., & Dunia, R. (2018). A geometric method for batch data visualization, process monitoring and fault detection. Journal of Process Control, 67, 197–205.

Daoutidis, P., Lee, J. H., Harjunkoski, I., Skogestad, S., Baldea, M., & Georgakis, C. (2018). Integrating operations and control: A perspective and roadmap for future research. Computers & Chemical Engineering, 115, 179–184.

Ondeck, A. D., Edgar, T. F., & Baldea, M. (2018). Impact of rooftop photovoltaics and centralized energy storage on the design and operation of a residential CHP system. Applied Energy, 222, 280–299.

Tsay, C., Pattison, R. C., & Baldea, M. (2018). A pseudo-transient optimization framework for periodic processes: Pressure swing adsorption and simulated moving bed chromatography. AIChE Journal, 64(8), 2982–2996.

Costandy, J. G., Edgar, T. F., & Baldea, M. (2018). Reprint of: A scheduling perspective on the monetary value of improving process control. Computers & Chemical Engineering, 116, 268–278.

Ganesh, H. S., Ezekoye, O. A., Edgar, T. F., & Baldea, M. (2018). Heat integration and operational optimization of an austenitization furnace using concentric-tube radiant recuperators. AIChE Journal.

Baldea, M., & Edgar, T. F. (2018). Dynamic process intensification. Current Opinion in Chemical Engineering, 22, 48–53.

Kelley, M. T., Baldick, R., & Baldea, M. (2018). Demand response operation of electricity-intensive chemical processes for reduced greenhouse gas emissions: application to an air separation unit. ACS Sustainable Chemistry & Engineering, 7(2), 1909–1922.

Yan, L., Edgar, T. F., & Baldea, M. (2018). Dynamic Process Intensification of Binary Distillation via Periodic Operation. Industrial & Engineering Chemistry Research.

Dias, L. S., Pattison, R. C., Tsay, C., Baldea, M., & Ierapetritou, M. G. (2018). A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units. Computers and Chemical Engineering, 113, 139–151. https://doi.org/10.1016/j.compchemeng.2018.03.009

Kelley, M. T., Pattison, R. C., Baldick, R., & Baldea, M. (2018). An MILP framework for optimizing demand response operation of air separation units. Applied Energy, 222(October 2017), 951–966. https://doi.org/10.1016/j.apenergy.2017.12.127

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.

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.

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.

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).

Touretzky, C. R., & Baldea, M. (2016). A hierarchical scheduling and control strategy for thermal energy storage systems. Energy and Buildings, 110, 94–107.

Xu, S., Baldea, M., Edgar, T. F., Wojsznis, W., Blevins, T., & Nixon, M. (2016). Root cause diagnosis of plant-wide oscillations based on information transfer in the frequency domain. Industrial & Engineering Chemistry Research, 55(6), 1623–1629.

Pattison, R. C., Touretzky, C. R., Johansson, T., Harjunkoski, I., & Baldea, M. (2016). Optimal process operations in fast-changing electricity markets: framework for scheduling with low-order dynamic models and an air separation application. Industrial & Engineering Chemistry Research, 55(16), 4562–4584.

Perez, K. X., Baldea, M., & Edgar, T. F. (2016). Integrated HVAC management and optimal scheduling of smart appliances for community peak load reduction. Energy and Buildings, 123, 34–40.

Piñeros, W. D., Baldea, M., & Truskett, T. M. (2016). Breadth versus depth: Interactions that stabilize particle assemblies to changes in density or temperature. The Journal of Chemical Physics, 144(8), 84502.

Touretzky, C. R., McGuffin, D. L., Ziesmer, J. C., & Baldea, M. (2016). The effect of distributed electricity generation using natural gas on the electric and natural gas grids. Applied Energy, 177, 500–514.

Kumar, A., Baldea, M., & Edgar, T. F. (2016). On optimal sensing and actuation design for an industrial scale steam methane reformer furnace. AIChE Journal, 62(9), 3225–3237.

Korambath, P., Wang, J., Kumar, A., Davis, J., Graybill, R., Schott, B., & Baldea, M. (2016). A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. Procedia Computer Science, 80, 680–689.

Kumar, A., Baldea, M., & Edgar, T. F. (2016). Real-time optimization of an industrial steam-methane reformer under distributed sensing. Control Engineering Practice, 54, 140–153.

Baldea, M., Touretzky, C. R., Park, J., Pattison, R. C., & Harjunkoski, I. (2016). Handling input dynamics in integrated scheduling and control. In Automation, Quality and Testing, Robotics (AQTR), 2016 IEEE International Conference on (pp. 1–6).

Pattison, R., Touretzky, C. R., Johansson, T., Baldea, M., & Harjunkoski, I. (2016). Moving horizon scheduling of an air separation unit under fast-changing energy prices. IFAC-PapersOnLine, 49(7), 681–686.

Wang, S., Simkoff, J. M., Baldea, M., Chiang, L. H., Castillo, I., Bindlish, R., & Stanley, D. B. (2016). Data-driven plant-model mismatch quantification in input-constrained linear mpc. IFAC-PapersOnLine, 49(7), 25–30.

Perez, K. X., Baldea, M., Edgar, T. F., Hoogsteen, G., van Leeuwen, R. P., van der Klauw, T., … Smit, G. J. M. (2016). Soft-islanding a group of houses through scheduling of CHP, PV and storage. In Energy Conference (ENERGYCON), 2016 IEEE International (pp. 1–6).

Piñeros, W. D., Baldea, M., & Truskett, T. M. (2016). Designing convex repulsive pair potentials that favor assembly of kagome and snub square lattices. The Journal of Chemical Physics, 145(5), 54901.

Perez, K. X., Baldea, M., & Edgar, T. F. (2016). Integrated smart appliance scheduling and HVAC control for peak residential load management. In American Control Conference (ACC), 2016 (pp. 1458–1463).

Donahue, M. M., Roach, B. J., Downs, J. J., Blevins, T., Baldea, M., & Eldridge, R. B. (2016). Dividing wall column control: Common practices and key findings. Chemical Engineering and Processing: Process Intensification, 107, 106–115. https://doi.org/10.1016/j.cep.2016.05.013

Ganesh, H., Edgar, T., & Baldea, M. (2016). Model Predictive Control of the Exit Part Temperature for an Austenitization Furnace. Processes, 4(4), 53. https://doi.org/10.3390/pr4040053

Baldea, M. (2015). Review of Optimal Control for Chemical Engineers by Simant Ranjan Upreti. Journal of Optimization Theory and Applications, 164(1), 376–377.

Xu, S., Baldea, M., Edgar, T. F., Wojsznis, W., Blevins, T., & Nixon, M. (2015). An improved methodology for outlier detection in dynamic datasets. AIChE Journal, 61(2), 419–433.

Kumar, A., Baldea, M., Edgar, T. F., & Ezekoye, O. A. (2015). Smart manufacturing approach for efficient operation of industrial steam-methane reformers. Industrial & Engineering Chemistry Research, 54(16), 4360–4370.

Pattison, R. C., & Baldea, M. (2015). Multistream heat exchangers: Equation-oriented modeling and flowsheet optimization. AIChE Journal, 61(6), 1856–1866.

Baldea, M. (2015). From process integration to process intensification. Computers & Chemical Engineering, 81, 104–114.

Du, J., Park, J., Harjunkoski, I., & Baldea, M. (2015). A time scale-bridging approach for integrating production scheduling and process control. Computers & Chemical Engineering, 79, 59–69.

Pattison, R. C., Donahue, M. M., Gupta, A. M., & Baldea, M. (2015). Localized temperature control in microchannel reactors using bimetallic thermally-actuated valves. Industrial & Engineering Chemistry Research, 54(24), 6355–6361.

Cao, Y., Swartz, C. L. E., Baldea, M., & Blouin, S. (2015). Optimization-based assessment of design limitations to air separation plant agility in demand response scenarios. Journal of Process Control, 33, 37–48.

Baldea, M., Du, J., Park, J., & Harjunkoski, I. (2015). Integrated production scheduling and model predictive control of continuous processes. AIChE Journal, 61(12), 4179–4190.

Ondeck, A. D., Edgar, T. F., & Baldea, M. (2015). Optimal operation of a residential district-level combined photovoltaic/natural gas power and cooling system. Applied Energy, 156, 593–606.

Touretzky, C. R., Salliot, A. A., Lefevre, L., & Baldea, M. (2015). Optimal operation of phase-change thermal energy storage for a commercial building. In American Control Conference (ACC), 2015 (pp. 980–985).

Xu, S., Lu, B., Baldea, M., Edgar, T. F., Wojsznis, W., Blevins, T., & Nixon, M. (2015). Data cleaning in the process industries. Reviews in Chemical Engineering, 31(5), 453–490.

Wang, R. C., Edgar, T. F., Baldea, M., Nixon, M., Wojsznis, W., & Dunia, R. (2015). Process fault detection using time-explicit Kiviat diagrams. AIChE Journal, 61(12), 4277–4293.

Pattison, R. C., Gupta, A. M., & Baldea, M. (2015). Equation-oriented optimization of process flowsheets with dividing-wall columns. AIChE Journal.

Wang, S., & Baldea, M. (2015). Autocovariance-based MPC model mismatch estimation for SISO systems. In Decision and Control (CDC), 2015 IEEE 54th Annual Conference on (pp. 3032–3037).

Kurzawski, A., Ezekoye, O. A., Baldea, M., & Edgar, T. F. (2015). Comparison of Modeling Approaches for Open-Fire Hearth Furnace Heat Transfer. In ASME 2015 International Mechanical Engineering Congress and Exposition (p. V08AT10A028–V08AT10A028).

Baldea, M., & Harjunkoski, I. (2014). Integrated production scheduling and process control: A systematic review. Computers & Chemical Engineering, 71, 377–390.

Baldea, M., & Daoutidis, P. (2014). A general analysis and control framework for process systems with inventory recycling. International Journal of Robust and Nonlinear Control, 24(17), 2852–2866.

Touretzky, C. R., & Baldea, M. (2014). Nonlinear model reduction and model predictive control of residential buildings with energy recovery. Journal of Process Control, 24(6), 723–739.

Wang, S., & Baldea, M. (2014). Identification-based optimization of dynamical systems under uncertainty. Computers & Chemical Engineering, 64, 138–152.

Sowa, S. W., Baldea, M., & Contreras, L. M. (2014). Optimizing metabolite production using periodic oscillations. PLoS Comput Biol, 10(6), e1003658.

Korambath, P., Wang, J., Kumar, A., Hochstein, L., Schott, B., Graybill, R., … Davis, J. (2014). Deploying Kepler workflows as services on a cloud infrastructure for smart manufacturing. Procedia Computer Science, 29, 2254–2259.

Perez, K. X., Cole, W. J., Rhodes, J. D., Ondeck, A., Webber, M., Baldea, M., & Edgar, T. F. (2014). Nonintrusive disaggregation of residential air-conditioning loads from sub-hourly smart meter data. Energy and Buildings, 81, 316–325.

Wang, S., & Baldea, M. (2014). Conservativeness and stability properties in the optimal design of dynamical systems under uncertainty. In American Control Conference (ACC), 2014 (pp. 3524–3529).

Cole, W. J., Perez, K. X., Rhodes, J. D., Webber, M. E., Baldea, M., & Edgar, T. F. (2014). Community-scale air conditioning control for high penetration of rooftop photovoltaics. In American Control Conference (ACC), 2014 (pp. 398–403).

Pattison, R. C., & Baldea, M. (2014). Equation-oriented flowsheet simulation and optimization using pseudo-transient models. AIChE Journal, 60(12), 4104–4123.

Baldea, M. (2014). Multum in Parvo: A Process Intensification Retrospective and Outlook. In Proceedings of the 8th International Conference on the Foundations of Computer-Aided Process Design (Vol. 8, pp. 15–24).

Pattison, R., & Baldea, M. (2014). Optimal Design of Air Separation Plants with Variable Electricity Pricing. In Foundations of Computer-Aided Process Design (FOCAPD) (pp. 393–398).

Pattison, R., & Baldea, M. (2014). Robust Autothermal Microchannel Reactors. In Foundations of Computer-Aided Process Design (FOCAPD) (pp. 399–404).

Baldea, M., & Harjunkoski, I. (2014). Integrated production scheduling and process control: A systematic review. Computers & Chemical Engineering, 71, 377–390.

Perez, K., Cole, W., Baldea, M., & Edgar, T. (2014). Meters to models: Using smart meter data to predict and control home energy use. In ACEEE 2014 Summer Study on Energy Efficiency in Buildings.

Touretzky, C. R., & Baldea, M. (2014). Integrating scheduling and control for economic MPC of buildings with energy storage. Journal of Process Control, 24(8), 1292–1300. https://doi.org/10.1016/j.jprocont.2014.04.015

Baldea, M., El-Farra, N. H., & Ydstie, B. E. (2013). Dynamics and control of chemical process networks: Integrating physics, communication and computation. Computers & Chemical Engineering, 51, 42–54.

Pattison, R. C., & Baldea, M. (2013). A thermal-flywheel approach to distributed temperature control in microchannel reactors. AIChE Journal, 59(6), 2051–2061.

Wang, S., & Baldea, M. (2013). Temperature control and optimal energy management using latent energy storage. Industrial & Engineering Chemistry Research, 52(9), 3247–3257.

Baldea, M., & Touretzky, C. R. (2013). Nonlinear model predictive control of energy-integrated process systems. Systems & Control Letters, 62(9), 723–731.

Pattison, R. C., Estep, F. E., & Baldea, M. (2013). Pseudodistributed feed configurations for catalytic plate microchannel reactors. Industrial & Engineering Chemistry Research, 53(13), 5028–5037.

Baldea, M., & Touretzky, C. R. (2013). Concurrent nonlinear predictive control and economic management of energy-integrated systems. In Control Conference (ECC), 2013 European (pp. 2062–2067).

Wang, S., & Baldea, M. (2013). Storage-enhanced thermal management for mobile devices. In American Control Conference (ACC), 2013 (pp. 5344–5349).

Touretzky, C. R., & Baldea, M. (2013). Model reduction and nonlinear MPC for energy management in buildings. In American Control Conference (ACC), 2013 (pp. 461–466).

Pattison, R. C., & Baldea, M. (2013). Latent storage-enhanced distributed temperature control in hydrogen microreactors. In American Control Conference (ACC), 2013 (pp. 3735–3740).

Wang, S., Pattison, R. C., & Baldea, M. (2013). Temperature Control Applications of the Phase Transformations of Materials. IFAC Proceedings Volumes, 46(14), 78–83.

Baldea, M., & Pattison, R. C. (2013). Catalytic plate reactors.

Baldea, M., & Daoutidis, P. (2012). Dynamics and nonlinear control of integrated process systems. Cambridge University Press.

Baldea, M., & Daoutidis, P. (2012). Control of integrated chemical process systems using underlying DAE models. Control and Optimization with Differential-Algebraic Constraints, 23, 273.

Zanfir, M., Baldea, M., & Daoutidis, P. (2011). Optimizing the catalyst distribution for countercurrent methane steam reforming in plate reactors. AIChE Journal, 57(9), 2518–2528.

Cao, Y., Swartz, C. L. E., & Baldea, M. (2011). Design for dynamic performance: Application to an air separation unit. In American Control Conference (ACC), 2011 (pp. 2683–2688).

Jogwar, S. S., Baldea, M., & Daoutidis, P. (2010). Tight energy integration: Dynamic impact and control advantages. Computers & Chemical Engineering, 34(9), 1457–1466.

Baldea, M., Daoutidis, P., & Nagy, Z. K. (2010). Nonlinear model predictive control of integrated process systems. IFAC Proceedings Volumes, 43(14), 1040–1045.

Jogwar, S. S., Baldea, M., & Daoutidis, P. (2009). Dynamics and control of process networks with large energy recycle. Industrial & Engineering Chemistry Research, 48(13), 6087–6097.

Baldea, M., Jibb, R. J., Cano, A., & Ramos, A. (2009). A framework for dynamic modeling and optimization of multi-stream plate-fin heat exchangers. In AIChE Annual Meeting, Nashville, TN.

Baldea, M., Zanfir, M., & Daoutidis, P. (2009). Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. In American Control Conference, 2009. ACC’09. (pp. 641–646).

Baldea, M., & Daoutidis, P. (2008). Modeling, dynamics and control of process networks with high energy throughput. Computers & Chemical Engineering, 32(9), 1964–1983.

Baldea, M., Araujo, A., Skogestad, S., & Daoutidis, P. (2008). Dynamic considerations in the synthesis of self-optimizing control structures. AIChE Journal, 54(7), 1830–1841.

Sujit, S. J., Baldea, M., & Daoutidis, P. (2008). Dynamics and Control of Vapor Recompression Distillation. In The 2008 Annual Meeting.

Jogwar, S. S., Baldea, M., & Daoutidis, P. (2008). Dynamics and control of reactor-feed effluent heat exchanger networks. In American Control Conference, 2008 (pp. 1481–1486).

Baldea, M., & Daoutidis, P. (2007). Control of integrated process networks—A multi-time scale perspective. Computers & Chemical Engineering, 31(5), 426–444.

Baldea, M., & Daoutidis, P. (2007). Dynamics and control of autothermal reactors for the production of hydrogen. Chemical Engineering Science, 62(12), 3218–3230.

Baldea, M., Zanfir, M., & Daoutidis, P. (2007). Counter-Current Autothermal Reactors For Hydrogen Generation: Modeling And Dynamic Analysis. In The 2007 Annual Meeting.

Sujit, S. J., Baldea, M., & Daoutidis, P. (2007). Dynamics and Control of Energy Integrated Networks: A Multi-Time Scale Perspective. In The 2007 Annual Meeting.

Forstmeier, M., Mannerheim, F., D’Amato, F., Shah, M., Liu, Y., Baldea, M., & Stella, A. (2007). Feasibility study on wind-powered desalination. Desalination, 203(1–3), 463–470.

Baldea, M., & Daoutidis, P. (2007). Multi-scale dynamics of high energy troughput systems. In Dynamics and Control of Process Systems (Vol. 8, pp. 203–208).

Baldea, M., Daoutidis, P., & Kumar, A. (2006). Dynamics and control of integrated networks with purge streams. AIChE Journal, 52(4), 1460–1472.

Baldea, M., & Daoutidis, P. (2006). Model reduction and control of reactor–heat exchanger networks. Journal of Process Control, 16(3), 265–274.

Araújo, A., Baldea, M., Skogestad, S., & Daoutidis, P. (2006). Time scale separation and the link between open-loop and closed-loop dynamics. Computer Aided Chemical Engineering, 21, 1455–1460.

Baldea, M., Daoutidis, P., & Fowler, K. (2006). Multi-Scale Modeling and Control of Autothermal Reactors for the Production of Hydrogen. In The 2006 Annual Meeting.

Baldea, M., & Daoutidis, P. (2006). Model reduction and control for networked systems with high energy throughput. In American Control Conference, 2006 (p. 6–pp).

Baldea, M. (2006). Dynamics and Control of Integrated Process Networks. ProQuest.

Baldea, M., & Daoutidis, P. (2006). Autothermal reactors for hydrogen production: Dynamics and model reduction. Computer Aided Chemical Engineering, 21, 1495–1500.

D’Amato, F., Shah, M., & Baldea, M. (2006). Desalination system powered by renewable energy source and methods related thereto.

Baldea, M., & Daoutidis, P. (2005). Control of integrated process networks—A multi-time scale perspective. Computer Aided Chemical Engineering, 20, 973–978.

Baldea, M., & Daoutidis, P. (2005). Dynamics and control of integrated process networks with multi-rate reactions. IFAC Proceedings Volumes, 38(1), 537–542.

Contou-Carrere, M.-N., Baldea, M., & Daoutidis, P. (2004). Dynamic precompensation and output feedback control of integrated process networks. Industrial & Engineering Chemistry Research, 43(14), 3528–3538.

Baldea, M., Daoutidis, P., & Kumar, A. (2004). Dynamics of process networks with recycle and purge: time scale separation and model decomposition. Preprints of ADCHEM, 3, 645–650.

Baldea, M., & Daoutidis, P. (2004). Model reduction and control in reactor–heat exchanger networks. Dynamics and Control of Process Systems 2004, 1, 167.

Baldea, M., Cristea, V. M., & Agachi, P. S. (2002). A Fuzzy Logic Approach to the Control of the Drying Process. Hungarian Journal of Industrial Chemistry, 30(3), 167–170.

Cristea, V. M., Baldea, M., & Agachi, Š. P. (2000). Model predictive control of an industrial dryer. Computer Aided Chemical Engineering, 8, 271–276.