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
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.
