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!

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.
K. Bhat, S., Mebane D. S., Storlie C. B., & Mahapatra P. (2015).  Upscaling Uncertainty with Dynamic Discrepancy for a Multi-scale Carbon Capture System. Journal of American Statistical Association.
Biegler, L. T., & Dowling A. W. (2015).  Process Optimization with Complementarity Constraints in Chemical Engineering. 22nd International Symposium on Mathematical Programming.
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., Biegler L. T., & Wilson Z. (2015).  Learning Models of Unspecified Functional Form through Symbolic Regression. AIChE Annual Meeting.
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.
Cozad, A., Sahinidis N., & Wilson Z. (2015).  A Reduced-Order Building Approach to Simulation-Based Optimization of Complex Energy Systems. AIChE Annual Meeting.
Dowling, A. W., Balwani C., Gao Q., & Biegler L. T. (2015).  Optimization of Sub-Ambient Separation Systems with Embedded Cubic Equation of State Thermodynamic Models and Complementarity Constraints. Computers & Chemical Engineering. 81, 323–343.
Dowling, A. W., & Biegler L. T. (2015).  A framework for efficient large scale equation-oriented flowsheet optimization. Computers & Chemical Engineering. 72, 3-10.
Dowling, A. W., Biegler L. T., Gernaey K. V., Huusom J. K., & Gani R. (2015).  Degeneracy Hunter: An Algorithm for Determining Irreducible Sets of Degenerate Constraints in Mathematical Programs. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering. 37, 809-814.
Eason, J., & Biegler L. T. (2015).  Reduced model trust region methods for embedding complex simulations in optimization problems. (Eason, J., Ed.).12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering. 37, 773-778.
Eason, J., & Biegler L. T. (2015).  Trust region methods for optimization with reduced order models embedded in chemical process models. 22nd International Symposium on Mathematical Programming.
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.
Ford, E., Lima F. V., & Mebane D. S. (2015).  Multi-Scale Chemical Process Modeling with Bayesian Nonparametric Regression. AIChE Annual Meeting.
Galvin, J. E., & Singh R. (2015).  Numerical Simulation for Interfacial Forces of Countercurrent Flow over an Inclined Plate. 12th International Conference on Gas–Liquid and Gas–Liquid–Solid Reactor Engineering (GLS12).
Gao, Q., & Miller D. C. (2015).  Optimizaion of Amine-Based Solid Sorbent Chemistry for Post-Combustion Carbon Capture. International Pittsburgh Coal Conference.
Lai, C., Xu Z., Pan W., Sun X., Storlie C. B., Marcy P. W., et al. (2015).  Hierarchical Calibration and Validation of Computational Fluid Dynamics Models for Solid Sorbent-based Carbon Capture. Powder Technology. 288, 388–406.
Li, K., Mebane D. S., & Mahapatra P. (2015).  Integration of High-Fidelity CO2 Sorbent Models at the Process Scale Using Dynamic Discrepancy. AIChE Annual Meeting.
Li, T. (2015).  Validation of a 2.5D CFD model for cylindrical gas‐solids fluidized beds. Chemical Engineering Science. 286, 817–827.
Li, T., Benyahia S., Dietiker J., Musser J., & Sun X. (2015).  A 2.5D computational method to simulate cylindrical fluidized beds. Chemical Engineering Science. 123, 236-246.
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.
Sahinidis, N. (2015).  The ALAMO Software for Model Building, Constrained Regression, and Intelligent Experimental Design. AIChE Annual Meeting.
Singh, R., & Galvin J. E. (2015).  Numerical simulation of countercurrent gas-liquid film flow over an inclined plate. NETL Workshop on Multiphase Flow Science.
Verma, V., Li T., Dietiker J., & Rogers W. (2015).  Hydrodynamics of gas-solids flow in a bubbling fluidized bed with immersed vertical U-tube banks. NETL Multiphase Flow Science Workshop.
Wong, R. K. W., Storlie C. B., & Lee T. C. M. (2015).  A Frequentist Approach to Computer Model Calibration. Journal of Royal Statistical Society B.
Yu, M., & Biegler L. T. (2015).  Nonlinear Model Predictive Control of a Bubbling Fluidized Adsorber for Post-Combstion Carbon Capture. AIChE Annual Meeting.
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.