Publications

If you wish to add publications to this list, please contact Jane Engel (jane.engel@netl.doe.gov) to help keep this publications list, and the corresponding EndNote library, synchronized. Thank you!

Ma, J., Eason J., Dowling A. W., Biegler L. T., & Miller D. C. (2016).  Development of a First-Principles Hybrid Boiler Model for Oxy-Combustion Power Generation System. International Journal of Greenhouse Gas Control. 46, 136-157.
Miller, D. C., Agarwal D. A., Bhattacharyya D., Boverhof J., Cheah Y-W., Chen Y., et al. (2016).  Innovative computational tools and models for the design, optimization and control of carbon capture processes. 26th European Symposium on Computer Aided Process Engineering – ESCAPE 26. 2391-2396.
Miller, D. C., Litynski J. T., Brickett L. A., & Morreale B. D. (2016).  Toward transformational carbon capture systems. AIChE Journal. 62, 2-10.
Ajayi, O., Miller D. C., Omell B., & Bhattacharyya D. (2015).  Simulation and Evaluation of Heat Recovery Exchangers for Solid Sorbent Carbon Capture Systems. International Pittsburgh Coal Conference.
Chen, Y., Eslick J. C., Grossmann I. E., & Miller D. C. (2015).  Simultaneous process optimization and heat integration based on rigorous process simulations. Computers & Chemical Engineering. 81, 180-199.
Chen, Y., Grossmann I. E., & Miller D. C. (2015).  Computational Strategies for Large-Scale MILP Transshipment Models for Heat Exchanger Network Synthesis. Computers & Chemical Engineering. 82, 68-83.
Chinen, A. S., Morgan J. C., Omell B., Bhattacharyya D., Miller D. C., & Wheeldon J. (2015).  Predictive Dynamic Model of a Carbon Capture System: Pilot Scale Validation at National Carbon Capture Center. Carbon Management Technology Conference 2015.
Cozad, A., Sahinidis N., & Miller D. C. (2015).  A combined first-principles and data-driven approach to model building. Computers & Chemical Engineering. 73, 116–127.
Eslick, J. C., Tong C., Ng B., Lee A., Dowling A. W., Mebane D. S., et al. (2015).  Optimization Under Uncertainty with Rigorous Process Models. AIChE Annual Meeting.
Gao, Q., & Miller D. C. (2015).  Optimizaion of Amine-Based Solid Sorbent Chemistry for Post-Combustion Carbon Capture. International Pittsburgh Coal Conference.
Miller, D. C. (2015).  Accelerating the identification, development and scale up of carbon capture technologies through advanced modeling. TechConnect World Innovation Conference & Expo.
Miller, D. C., Eslick J. C., Boverhof J., Leek J., Tong C., Chen Y., et al. (2015).  FOQUS: A Framework for Optimization and Quantification of Uncertainty. AspenTech OPTIMIZE 2015 Conference.
Miller, D. C., Kress J. D., Mebane D. S., Sun X., Storlie C. B., Sundaresan S., et al. (2015).  Multi-scale modeling of carbon capture systems. IEAGHG Post-Combustion Capture Conference.
Miller, D. C., Kress J. D., Mebane D. S., Sun X., Storlie C. B., Sundaresan S., et al. (2015).  Multi-scale modeling of carbon capture systems. International Energy Agency Greenhouse Gas (IEAGHG) 3rd Post Combustion Capture Conference (PCCC3).
Miller, D. C., Sun X., Storlie C. B., & Bhattacharyya D. (2015).  Using Advanced Modeling to Accelerate the Scale-Up of Carbon Capture Technologies. Power Engineering. 119,
Morgan, J. C., Bhattacharyya D., Tong C., & Miller D. C. (2015).  Uncertainty Quantification of Property Models: Methodology and Its Application to CO2-Loaded Aqueous MEA Solutions. AIChE Journal. 61, 1822-1839.
Morgan, J. C., Chinen A. S., Omell B., Bhattacharyya D., Tong C., Miller D. C., et al. (2015).  Thermodynamic Modeling of MEA-based CO2 Capture Process with Uncertainty Quantification and Validation with Steady-State Data from a Pilot Plant. AIChE Annual Meeting.
Morgan, J. C., Chinen A. S., Omell B., Bhattacharyya D., Tong C. H., Miller D. C., et al. (2015).  Modeling of MEA-Based CO2 Capture Process with Uncertainty Quantification and Validation with Steady-State and Dynamic Data from Pilot Plant. International Energy Agency Greenhouse Gas (IEAGHG) 3rd Post Combustion Capture Conference (PCCC3).
Omell, B., Bhattacharyya D., Miller D. C., Ma J., Mahapatra P., & Zitney S. E. (2015).  Dynamic Modeling and Control of an Integrated Solid Sorbent Based CO2 Capture Process. 58th Annual ISA POWID Symposium.
Yu, M., Miller D. C., & Biegler L. T. (2015).  Dynamic Reduced Order Models for Simulating Bubbling Fluidized Bed Adsorbers. Industrial & Engineering Chemistry Research. 54, 6959-6974.
Chen, Y., Eslick J. C., Grossmann I., & Miller D. C. (2014).  Advanced Heat Integration Tool for Simulation-based Optimization Framework. AIChE Annual Meeting.
Chen, Y., Eslick J. C., Grossmann I., & Miller D. C. (2014).  Simultaneous Optimization and Heat Integration Based on Rigorous Process Simulations. 8th International Conference on Foundations of Computer-Aided Process Design - FOCAPD.
Chinen, A. S., Omell B., Bhattacharyya D., Tong C., & Miller D. C. (2014).  Validation and Uncertainty Quantification of a High-Fidelity Model of a MEA-Based CO2 Capture System. AIChE Annual Meeting.
Cozad, A., Sahinidis N., & Miller D. C. (2014).  Learning Surrogate Models for Simulation-Based Optimization. AIChE Journal. 60, 2211-2227.
Dowling, A. W., Eason J., Ma J., Miller D. C., & Biegler L. T. (2014).  Coal Oxycombustion Power Plant Optimization using First Principles and Surrogate Boiler Models. Energy Procedia. 63, 352-361.
Dowling, A. W., Eason J., Ma J., Miller D. C., & Biegler L. T. (2014).  A Framework for Equation Based Optimization of Coal Oxycombustion Power Plants. AIChE Annual Meeting.
Eslick, J. C., Ng B., Gao Q., Tong C. H., Sahinidis N. V., & Miller D. C. (2014).  A framework for optimization and quantification of uncertainty and sensitivity for developing carbon capture systems. Energy Procedia. 63, 1055-1063.
Ma, J., Dowling A. W., Eason J., Biegler L. T., & Miller D. C. (2014).  Development of First Principle Boiler Model and Its Reduced Order Model for the Optimization of Oxy-combustion Power Generation System. 39th International Technical Conference on Clean Coal & Fuel Systems.
Mahapatra, P., Ma J., Ng B., Bhattacharyya D., Zitney S. E., & Miller D. C. (2014).  Integrated Dynamic Modeling and Advanced Process Control of Carbon Capture Systems. Energy Procedia. 63, 1354–1367.
Miller, D. C. (2014).  Advanced Computational Tools for Optimization and Quantification of Uncertainty. PSE Adanced Process Modeling Forum.
Miller, D. C., Ng B., Eslick J. C., Tong C., & Chen Y. (2014).  Advanced Computational Tools for Optimization and Uncertainty Quantification of Carbon Capture Processes. 8th International Conference on Foundations of Computer-Aided Process Design – FOCAPD 2014.
Miller, D. C., Syamlal M., Mebane D. S., Storlie C. B., Bhattacharyya D., Sahinidis N., et al. (2014).  Carbon Capture Simulation Initiative: A Case Study in Multiscale Modeling and New Challenges. Chemical and Biomolecular Engineering. 5, 301-323.
Morgan, J., Bhattacharyya D., Tong C., & Miller D. C. (2014).  Uncertainty Quantification of Properties Models for an MEA System. The Second University of Texas Conference on Carbon Capture and Storage (UTCCS-2).
Morgan, J., Omell B., Bhattacharyya D., Tong C., & Miller D. C. (2014).  Uncertainty Quantification of Properties Models: Application to a CO2-Capture System. AIChE Annual Meeting.
Morgan, J., Omell B., Bhattacharyya D., Tong C., & Miller D. C. (2014).  Uncertainty Quantification of VLE Models for an MEA System. AIChE Annual Meeting.
Omell, B., Bhattacharyya D., Miller D. C., Ma J., Mahapatra P., & Zitney S. E. (2014).  Modeling and Control of Solid-Sorbent CO2 Capture Systems. 57th Annual ISA POWID Symposium.
Omell, B., Bhattacharyya D., Zitney S. E., & Miller D. C. (2014).  Dynamic Modeling and Control of an Integrated Solid Sorbent-Based CO2 Capture Process. AIChE Annual Meeting.
Sahinidis, N. V., Cozad A., Miller D. C., & Wilson Z. (2014).  Extending the Scope of Algebraic MINLP Solvers to Black- and Grey-box Optimization. AIChE Annual Meeting.
Bhattacharyya, D., & Miller D. C. (2013).  US Department of Energys Carbon Capture Simulation Initiative: Computational Tools for Accelerating Process Development. PSE:APM Forum 2013.
Chen, Y., Eslick J. C., Grossmann I., & Miller D. C. (2013).  Simulation-Based Optimization Framework with Heat Integration. AIChE Annual Meeting.
Chen, Y., Grossmann I., & Miller D. C. (2013).  Optimization and Heat Integration in Simulation Models. CAPD Annual Review Meeting.
Chen, Y., Grossmann I., & Miller D. C. (2013).  Tight Reformulation of Transshipment Model for Heat Integration Problems. AIChE Annual Meeting.
Cozad, A., Sahinidis N., & Miller D. C. (2013).  ALAMO: Automatic Learning of Algebraic Models for Optimization. AIChE Annual Meeting.
Cozad, A., Sahinidis N., & Miller D. C. (2013).  Strengthened Regression Models through Response Variable Bounds. Energy Systems Initiative Annual Meeting.
Cozad, A., Sahinidis N., Yuan Z., & Miller D. C. (2013).  Optimizing Simulations and Black-boxes using a Surrogated-based Approach.
Dowling, A. W., Miller D. C., & Biegler L. T. (2013).  Equation Oriented Coal Oxycombustion Flowsheet Optimization. 12th Annual Conference on Carbon Capture Utilization & Sequestration.
Mebane, D. S., K. Bhat S., Kress J. D., Fauth D. J., Gray MM. L., Lee A., et al. (2013).  Bayesian calibration of thermodynamic models for the uptake of CO2 in supported amine sorbents using ab initio priors. Physical Chemistry Chemical Physics. 15, 4355-4366.
Miller, D. C. (2013).  Advanced Computational Tools to Accelerate Technology Development.
Miller, D. C. (2013).  The Carbon Capture Simulation Initiative (CCSI):Computational Tools to Accelerate Commercial Development. AIChE Annual Meeting.
Miller, D. C. (2013).  Computational Tools for Accelerating Carbon Capture Process Development. AIChE Annual Meeting.

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