Publications

Google Scholar Profile ORCID: 0000-0001-9383-7499

  1. Journal Articles
  2. Presentations
  3. Invited Presentations
  4. Book Chapters
  5. Conference Papers

Journal Articles

[**] Krishnendu Mukherjee, Alexander W. Dowling, and Yamil J. Colón (2021), Sequential Design of Adsorption Simulations in Metal-Organic Frameworks. (under review)

[**] Kalin R. Baca, Greta M. Olsen, Lucia Matamoros Valenciano, Madelyn G. Bennett, Dorothy M. Haggard, Bridgette J. Befort, Alejandro Garciadiego, Alexander W. Dowling, Edward J. Maginn, Mark B. Shiflett (2021), Phase Equilibria and Diffusivities of HFC-32 and HFC-125 in Ionic Liquids for the Separation of R-410A. (under review)

[**] Xian Gao, Bernard Knueven, John D. Siirola, David C. Miller, Alexander W. Dowling (2021). Multiscale Simulation of Integrated Energy System and Electricity Market Interactions. (under review)

[**] Cara Kilmartin, Jonathan Ouimet, Alexander Dowling, William Phillip (2021). Staged Diafiltration Cascades Provide Opportunities to Execute Highly Selective Separations. (under review)

[**] Ke Wang, Alexander W. Dowling (2021). Bayesian optimization for chemical products and functional materials, Current Opinion in Chemical Engineering. (accepted)

[**] Jonathan A. Ouimet, Xinhong Liu, David J. Brown, Elvis A. Eugene, Tylar Popps, Zachary W. Muetzel, Alexander W. Dowling, William A. Phillip (2021). DATA: Diafiltration Apparatus for high-Throughput Analysis, J. Membrane Science. (accepted)

[J21] Bridgette J. Befort, Ryan S. DeFever, Garrett M. Tow, Alexander W. Dowling, Edward J. Maginn (2021). Machine Learning Directed Optimization of Classical Molecular Modeling Force Fields, J. Chem. Inf. Model. [preprint] [link]

[J20] Elvis A. Eugene, William A. Phillip, Alexander W. Dowling (2021). Material Property Targets to Enable Adsorptive Water Treatment and Resource Recovery SystemsACS EST Engg. [link]

[J19] Clay T. Elmore, Alexander W. Dowling (2021). Learning Spatiotemporal Dynamics in Wholesale Energy Markets with Dynamic Mode Decomposition, Energy, 232, p. 121013 [preprint] [link]

[J18] Andrew Lee, Jaffer H. Ghouse, John C. Eslick, Carl D. Laird, John D. Siirola, Miguel A. Zamarripa, Dan Gunter, John H. Shinn, Alexander W. Dowling, Debangsu Bhattacharyya, Lorenz T. Biegler,  Anthony P. Burgard, David C. Miller (2021). The IDAES Process Modeling Framework and Model Library – Flexibility for Process Simulation and Optimization, J. Advanced Manufacturing and Processing. [link]

[J17] Ryan S. DeFever, Ray A. Matsumoto, Alexander W. Dowling, Peter T. Cummings, Edward J. Maginn (2021). MoSDeF Cassandra: A complete Python interface for the Cassandra Monte Carlo software, J. Computational Chemistry, 42 (18) p. 1321-1331. [link]

[J16] Alejandro Garciadiego, Tengfei Luo, Alexander W. Dowling (2021). Molecular design targets and optimization of low-temperature thermal desalination systems, Desalination, 504, p. 114941.  [preprint] [link]

[J15] Ana Rita C. Morais, Abby Harders, Kalin Baca, Greta M. Olson, Mark B. Shiflett, Bridgett Befort, Alexander W. Dowling, Edward J. Maginn (2020). Phase Equilibria, Diffusivities, and Equation of State Modeling of HFC-32 and HFC-125 in Imidazolium-based Ionic Liquids for the Separation of R-410A, Industrial Engineering & Chemistry Research, 59(40), p. 18222–18235. [link]

[J14] Fani Boukouvala, Alexander Dowling, Jonathan Verrett, Zachary Ulissi, Victor Zavala (2020). Computational Notebooks in Chemical Engineering Curricula, Chemical Engineering Education, 54 (3), p. 143 - 150. [link]

[J13] Farshud Sorourifar, Victor M. Zavala, Alexander W. Dowling (2020). Integrated Multiscale Design, Market Participation, and Replacement Strategies for Battery Energy Storage SystemsIEEE Trans. Sustainable Energy, 11(1), p. 84-92. [link]

[J12] Elvis A. Eugene, William A. Phillip, Alexander W. Dowling (2019). Data Science-Enabled Molecular-to-Systems Engineering for Sustainable Water TreatmentCurrent Opinion in Chemical Engineering, 26, p. 122–130. [open access link]

[J11] Jose A. Renteria, Yankai Cao, Alexander W. Dowling, and Victor M. Zavala (2018). Optimal PID controller tuning using stochastic programming techniques, AIChE Journal 64 (8), p. 2997 – 3010. [link]

[J10] Alexander W. Dowling, Tian Zheng, and Victor M. Zavala (2018). A decomposition algorithm for simultaneous scheduling and control of CSP systemsAIChE Journal 64 (8), p. 2480-2417. [link]

[J9] Alexander W. Dowling and Victor M. Zavala (2018). Economic Opportunities for Industrial Systems from Frequency Regulation MarketsComputers & Chemical Engineering 114 (9), p. 254-264. [link]

[J8] Alexander W. Dowling, Tian Zheng, and Victor M. Zavala (2017). Economic Assessment of Concentrated Solar Power Technologies: A ReviewRenewable and Sustainable Energy Reviews 72, p. 1019–1032. [link] [preprint]

[J7] Alexander W. Dowling, Ranjeet Kumar, Victor M. Zavala (2017). A Multi-Scale Optimization Framework for Electricity Market ParticipationApplied Energy 190, p. 147-164. [link] [preprint]

[J6] Luis Fabian Fuentes-Cortes, Alexander W. Dowling, Carlos Rubio-Maya, Victor M. Zavala, and Jose Ponce-Ortega (2016). Integrated design and control of multigeneration systems for building complexesEnergy 116.2, p. 1403–1416. [link]

[J5] Alexander W. Dowling, Gerardo Ruiz-Mercado, and Victor M. Zavala (2016). A Framework for Multi-Stakeholder Decision-Making and Conflict ResolutionComputers & Chemical Engineering 90, p. 136 – 150. [link]

[J4] Jinliang Ma, John P. Eason, Alexander W. Dowling, Lorenz T. Biegler, and David C. Miller (2016). Development of a first-principles hybrid boiler model for oxy-combustion power generation systemInternational Journal of Greenhouse Gas Control 46, p. 136 – 157. [link]

[J3] Alexander W. Dowling, Cheshta Balwani, Qianwen Gao, and Lorenz T. Biegler (2015). Optimization of Sub-Ambient Separation Systems with Embedded Cubic Equation of State Thermodynamic Models and Complementarity ConstraintsComputers & Chemical Engineering 81, p. 323 – 343. [link]

[J2] Alexander W. Dowling and Lorenz T. Biegler (2015). A Framework for Large Scale Equation-Oriented Flowsheet OptimizationComputers & Chemical Engineering 72.2, p. 3 – 20. [link]

[J1] Alexander W. Dowling, Sree R. R. Vetukuri, and Lorenz T. Biegler (2012). Large-Scale Optimization Strategies for Pressure Swing AdsorptionAIChE Journal58.12, p. 3777-3791. [link]

Presentations

Bridgette Befort*, Ryan DeFever, Garret Tow, Alexander Dowling, Edward Maginn. Machine Learning Directed Optimization of Force Fields. SIAM Conference on Optimization, July 22, 2021.

Bridgette Befort*, Ryan DeFever, Garret Tow, Alexander Dowling, Edward Maginn. Efficient Force Field Tuning for Predicting Thermophysical Properties. NIST 21st Symposium on Thermophysical Properties, June 24, 2021.

Alejandro Garciadiego*, Bridgette Befort*, Ryan DeFever, Gabriela Franco, Edward Maginn, Alexander Dowling. From Data to Design: Modeling and Screening Ionic Liquids for the Design of Separation Processes Enabling the Responsible Recycle of Azeotropic Hydrofluorocarbon Refrigerant Mixtures. ESCAPE CAPE Forum, June 11, 2021.

Xinhong Liu*, Jonathan Ouimet, Elvis Eugene, William Phillip, Alexander Dowling. Dynamic Modeling and Nonlinear Parameter Estimation of Nanofiltration Membranes. AIChE Virtual Spring Meeting, April 22, 2021.

Bridgette Befort*, Ryan DeFever, Garret Tow, Alexander Dowling, Edward Maginn. Machine-Learning Enabled Optimization of Force Fields. AIChE Virtual Spring Meeting, April 22, 2021.

Noah Wamble*, Elvis Eugene, William Phillip, Alexander Dowling. Elucidating Diafiltration Membrane Cascade Design Rules with Superstructure Optimization. AIChE Virtual Spring Meeting, April 21, 2021.

Bridgette Befort*, Ryan DeFever, Alexander Dowling, Edward Maginn. Molecular Modeling to Aid the Separation of Azeotropic Mixtures of High Global Warming Potential Hydrofluorocarbon Refrigerants Using Ionic Liquids. AIChE Annual Meeting, November 16, 2020. [link]

Alejandro Garciadiego del Rio*, Bridgette Befort, Edward Maginn and Alexander W. Dowling, Process Design Under Uncertainty for Novel Separations of Azeotropic High Global Warming Potential Hydrofluorocarbon Refrigerants Using Ionic Liquids, AIChE Annual Meeting, November 17, 2020.

Jialu Wang*, Ryan Hughes, Debangsu Bhattacharyya, and Alexander W. Dowling. Design of Experiments and Uncertainty Quantification for adsorptive CO2 Capture Systems. AIChE Annual Meeting, November 20, 2020. Poster. [link

Elvis A. Eugene*, Xian Gao, and Alexander W. Dowling. Bayesian Learning from Hybrid Models and Their Applications in Thermodynamics and Reaction Engineering. AIChE Annual Meeting,  November 19, 2020. [link]

Xian Gao* and Alexander W. Dowling. Optimal Scheduling And Control Of Hybrid Energy Systems In Multiscale Electricity Markets. AIChE Annual Meeting,  November 19, 2020. [link]

Elvis A. Eugene*, Xinhong Liu, William A. Phillip, and Alexander W. Dowling. Molecules to Systems Design of Advanced Membrane Materials and Technologies. AIChE Annual Meeting,  November 18, 2020. [link]

Kanishka Ghosh* and Alexander W. Dowling. Reduced-Order Kinetic Models and Reactor Optimization for Modular Shale Gas Utilization. AIChE Annual Meeting, November 18, 2020. [link]

Xian Gao* and Alexander W. Dowling. Optimal Scheduling And Control Of Hybrid Energy Systems In Multiscale Electricity Markets. INFORMS Annual Meeting, Nov. 10, 2020.

Bridgette Befort*, Edward J. Maginn, and Alexander W. Dowling. Integration of Molecular Simulations and Computer-Aided Design to Enable Novel Azeotropic Separations. American Institute of Chemical Engineers Midwest Regional Conference, Chicago, IL. March 11, 2020. Oral Presentation.

Kanishka Ghosh* and Alexander W. Dowling. Reduced-order Kinetic Models and Reactor Optimization for Oligomerization in CISTAR. American Institute of Chemical Engineers Midwest Regional Conference, Chicago, IL. March 11, 2020. Oral Presentation.

Bridgette Befort*, Edward J. Maginn, and Alexander W. Dowling. Bridging the Gap: Multi-scale Research for Innovation. Indiana Science Communication Day 2020, Indianapolis, IN. March 2, 2020. Poster Presentation.

Xian Gao*, and Alexander W. Dowling. Statistical Forecasting and Stochastic Programming for Energy Market Participation. Conference on Data Analytics (CoDA) 2020, Santa Fe, NM, February 25, 2020. Poster Presentation.

Elvis A. Eugene*, Xinhong Liu, William A. Philip, and Alexander W. Dowling. Model Based Optimization and Bayesian Learning from Dynamic Membrane Characterization Experiments. Conference on Data Analytics (CoDA) 2020, Santa Fe, NM, February 25, 2020. Poster Presentation.

Bridgette Befort*, Alexander W. Dowling, and Edward J. Maginn. Integration of Molecular Simulations and Computer-Aided Design to Enable Novel Azeotropic Separations. Chemical Separations Gordon Research Conference, Galveston, TX. January 26-31, 2020. Poster Presentation.

Alejandro Garciadiego*, Tengfei Luo, and Alexander W. Dowling. Mathematical Optimization of Membrane-Free Desalination Systems That Utilize Low-Grade Heat. AIChE Annual Meeting, Orlando, FL, November 14, 2019. Oral Presentation. [link]

Bridgette Befort*, Edward J. Maginn, and Alexander W. Dowling. Discovery of New Ionic Liquids Via Molecular Simulations for the Separation of Azeotropic Mixtures of High Global Warming Potential Hydrofluorocarbon Refrigerants. AIChE Annual Meeting, Orlando, FL, November 14, 2019. Oral Presentation. [link]

Xian Gao* and Alexander W. Dowling. Bayesian Statistical Learning and Stochastic Programming for Optimal Energy Market Participation. AIChE Annual Meeting, Orlando, FL, November 14, 2019. Oral Presentation. [link]

Elvis A. Eugene*, William A. Phillip and Alexander W. Dowling. Mathematical Optimization and Process Intensification of Diafiltration Membrane Systems. AIChE Annual Meeting, Orlando, FL, November 13, 2019. Oral Presentation. [link]

Bridgette Befort*, Edward J. Maginn, and Alexander W. Dowling. Integration of Molecular Simulations and Computer-Aided Molecular Design to Enable Novel Azeotropic Separations. AIChE Annual Meeting, Orlando, FL, November 12, 2019. Poster. [link]

Kanishka Ghosh* and Alexander W. Dowling. Microkinetic Model Reduction for Ethylene Oligomerization Reactor Optimization and Design.  AIChE Annual Meeting, Orlando, FL, November 12,  2019. Poster. [link]

Clay T. Elmore and Alexander W. Dowling*. Learning Spatiotemporal Dynamics in Wholesale Energy Markets with Dynamic Mode Decomposition. Foundations of Process Analytics and Machine learning (FOPAM) 2019, The StateView Hotel—Marriott Autograph Collection in Raleigh, NC, Aug 8, 2019. Poster.

Xian Gao* and Alexander W. Dowling. Bayesian Statistical Learning and Stochastic Programming for Optimal Energy Market Participation. Foundations of Process Analytics and Machine learning (FOPAM) 2019, The StateView Hotel—Marriott Autograph Collection in Raleigh, NC, Aug 7, 2019. Poster.

Alexander Dowling. Toward Integrating Python Throughout the Chemical Engineering Curricula: Using Google Colaboratory in the Classroom.Future of Cyber Assisted Chemical Engineering Education, Beaver Run Resort, Breckenridge, CO. CACHE 50TH 2019. July 19 - 20, 2019. Poster and Oral Presentation. [link]

Alejandro Garciadiego*, Tengfei Luo, and Alexander W. Dowling. Mathematical Modeling and Optimization of Directional Solvent Extraction for Sustainable Water Desalination. FOCAPD, Copper Mountain Resort, CO, July 14, 2019. Poster.

Elvis A. Eugene*, William A. Phillip and Alexander W. Dowling.  Material Property Goals to Enable Continous Diafiltration Membrane Cascades for Lithium-Ion Battery Recycling. 9th International Conference on Computer-Aided Process Design (FOCAPD) 2019, Copper Mountain Resort, CO, July 14, 2019. Poster.

Bridgette Befort*, Edward J. Maginn, and Alexander W. Dowling. Process and Molecular Design Integration for the Separation of Hydrofluorocarbon Mixtures. FOCAPD, Copper Mountain Resort, CO, July 14, 2019. Poster.

Kanishka Ghosh* and Alexander W. Dowling. Microkinetic Model Reduction in Reactor Optimization for Oligomerization Reaction using CISTAR Technology. FOCAPD, Copper Mountain Resort, CO, July 14, 2019. Poster.

Bridgette Befort*, Alexander W. Dowling, and Edward J. Maginn. Discovery of New Ionic Liquids via Molecular Simulations for the Separation of Azeotropic Mixtures of High Global Warming Potential Hydrofluorocarbon Refrigerants. Midwest Thermodynamics and Statistical Mechanics Conference, Urbana, IL, June 2019. Poster.

Elvis A. Eugene*, William A. Phillip and Alexander W. Dowling. Optimizing Materials Discovery and Novel Membrane Systems: Mathematical Frameworks. AIChE Midwest Regional Conference, University of Illinois in Chicago, Chicago, IL, March 18, 2019.

Xian Gao*, Steven Atkinson and Alexander W. Dowling. How to Make Money in Dynamic Energy Markets: Uncertainty Modeling and Optimization Frameworks. AIChE Midwest Regional Conference, University of Illinois in Chicago, Chicago, IL, March 18, 2019.

Alejandro Garciadiego*, Tengfei Luo, and Alexander W. Dowling. Mathematical Optimization of Membrane-free Desalination Systems that Utilize Low-grade Heat. AIChE Midwest Regional Conference, University of Illinois in Chicago, Chicago, IL, March 18, 2019.

Yushan Zhang*, Yong Zhang, Alexander W. Dowling, Mark J. McCready and Edward J. Maginn. Systematic Refinement of Gaff Force Field for Nineteen Organic Battery Electrolytes. AIChE Annual Meeting, Pittsburgh, PA, October 31, 2018. [link]

Alejandro Garciadiego, Tengfei Luo, and Alexander W. Dowling*. Mathematical Optimization of Sustainable Water Desalination Processes Using Directional Solvent Extraction. AIChE Annual Meeting, Pittsburgh, PA, October 31, 2018. [link]

Xian Gao, Steven Atkinson, and Alexander W. Dowling*. Uncertainty Quantification and Stochastic Programming Strategies for Energy Market Participation. AIChE Annual Meeting, Pittsburgh, PA, October 30, 2018. [link]

Elvis A. Eugene, William A. Phillip, and Alexander W. Dowling*. Material Property Targets for Nanostructured Adsorptive Membranes in Residential Water Purification Applications. AIChE Annual Meeting, Pittsburgh, PA, October 29, 2018. [link]

Alexander W. Dowling*. Exploiting Opportunities in Energy and Ancillary Markets: A Chemical Engineer’s Perspective. Sandia National Laboratories, Albuquerque, NM, October 8, 2018.

Alexander W. Dowling* and Bethany L. Nicholson. Uncovering New Opportunities from Frequency Regulation Markets with Dynamic Optimization and Pyomo.DAE. 13th International Symposium on Process Systems Engineering, San Diego, CA, July 3, 2018. [conference paper]

Alexander W. Dowling*, Steven Atkinson, and Xian Gao. Optimal Energy Storage Scheduling in Electricity Markets with Multiscale Uncertainty. SIAM Conference on Uncertainty Quantification, Garden Grove, CA. April 16, 2018.

Alexander W. Dowling*. Data-Driven Multiscale Optimization of Energy Systems. Center for Informatics and Computational Sciences, University of Notre Dame, Notre Dame, IN, February 5, 2018. [video] [slides]

Invited Presentations

Molecular-to-Systems Engineering for Diafiltration Membranes. Department of Chemical Engineering, Instituto Tecnológico de Celaya (Technological Institute of Celaya, Mexico - virtual), June 2021.
 
Molecular-to-Systems Engineering for Diafiltration Membranes. Department of Chemical Engineering and Materials Science Seminar, Wayne State University (virtual), March 2021.

Multiscale Simulation of Electricity Market and Energy Resource Interactions, Ezra’s Round Table: Systems Engineering Seminar, Cornell University (virtual), December, 2020 [video]

Making Money in Energy Markets: Probabilistic Forecasting and Stochastic Programming Paradigms, Rapid-Interactive Keynote, 2020 American Control Conference (ACC), Denver, CO, USA, July, 2020. [video]

Book Chapters

[B2]  Alexander W. Dowling, John P. Eason, Jinliang Ma, David C. Miller, and Lorenz T. Biegler. Equation-based Design, Integration and Optimization of Oxycombustion Power Systems (chapter). In: Alternative Energy Sources and Technologies: Process Design and Operation, ed. by Mariano M. Martin. Springer, p. 119 – 158. ISBN: 978-3-319-28750-8. [link] [preprint]

[B1] Yajun Wang, Alexander W. Dowling, Carlos Krieft, Andrea Walther, and Lorenz T. Biegler (2015). Pressure Swing Adsorption Optimization Strategies for CO2Capture (Chapter 8). In: Sustainability of Products, Processes and Supply Chains: Theory and Applications, ed. by Fengqi You. Elsevier, p. 197 – 223. ISBN: 9780444634726. [link] [preprint]

Conference Papers

[C13] Elvis A. Eugene, Xian Gao, Alexander W. Dowling. Learning and Optimization with Bayesian Hybrid Models (2020). 2020 American Control Conference (ACC), Denver, CO, USA, 2020, p. 3997-4002. [link]

[C12] Xian Gao and Alexander W. Dowling. Making Money in Energy Markets: Probabilistic Forecasting and Stochastic Programming Paradigms. 2020 American Control Conference (ACC), Denver, CO, USA, 2020, p. 168-173. [link] [video]

[C11] Elvis A. Eugene, William A. Phillip, Alexander W. Dowling. Material Property Goals to Enable Continous Diafiltration Membrane Cascades for Lithium-Ion Battery Recycling. Proceedings of the 9th International Conference on Computer-Aided Process Design (FOCAPD) 2019, p. 469 - 474

[C10] Alexander W. Dowling and Bethany L. Nicholson (2018). Uncovering New Opportunities from Frequency Regulation Markets with Dynamic Optimization and Pyomo.DAE. 13th International Symposium on Process Systems Engineering (PSE 2018). Ed. by Mario R. Eden, Marianthi G. Ierapetritou, Gavin P. Towler. Computer-Aided Chemical Engineering, 44, p. 2509 – 2514. [link]

[C9] Alexander W. Dowling, Victor M. Zavala (2017). Redesigning Decision-Making Architectures to Exploit Multi-Scale Electricity Markets. Submitted to FOCAPO/CPC 2017. [pdf]

[C8] Alexander W. Dowling, Victor M. Zavala (2017). Resolving Conflicts Among Stakeholders in Real-Time Operations. Submitted to FOCAPO/CPC 2017. [pdf]

[C7] Alexander W. Dowling, Ana Dyreson, Franklin Miller, Victor M. Zavala (2017). Economic Assessment and Optimal Operation of CSP Systems with TES in California Electricity MarketsSolarPACES 2016, AIP Conference Proceedings 1850, p. 160006. [link]

[C6] Alexander W. Dowling and Lorenz T. Biegler (2015). Degeneracy Hunter: An Algorithm for Determining Irreducible Sets of Degenerate Constraints in Mathematical Programs12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering. Ed. by Krist V. Gernaey, Jakob K. Huusom, and Raqul Gani. Computer-Aided Chemical Engineering, Vol. 37, p. 809 – 814. [link] [pdf]

[C5]  Alexander W. Dowling, Cheshta Balwani, Qianwen Gao, and Lorenz T. Biegler (2014). Equation-oriented Optimization of Cryogenic Systems for Coal Oxycombustion Power Generation12th International Conference on Greenhouse Gas Control Technologies (GHGT-12)Energy Procedia, 63, p. 421 – 430. [link]

[C4]  Alexander W. Dowling, John P. Eason, Jinliang Ma, David C. Miller, and Lorenz. T. Biegler (2014). Coal Oxycombustion Power Plant Optimization Using First Principles and Surrogate Boiler Models12th International Conference on Greenhouse Gas Control Technologies (GHGT-12). Energy Procedia, 63, p. 352-361. [link]

[C3]  Alexander W. Dowling, Qianwen Gao, and Lorenz T. Biegler (2014). Equation-Oriented Optimization of Cryogenic Systems for Coal Oxycombustion Power PlantsProceedings of the 8th International Conference on Foundations of Computer-Aided Process Design. Ed. by Mario Eden, John D. Siirola, and Gavin P. Towler. Computer-Aided Chemical Engineering, Vol. 34, p. 501 – 506. [link]

[C2] Alexander W. Dowling and Lorenz T. Biegler (2014). Rigorous Optimization-based Synthesis of Distillation Cascades without Integer Variables24th European Symposium on Computer Aided Process Engineering. Ed. by Jir J. Klemes, Petar S. Varbanov, and Peng Yen Liew. Computer-Aided Chemical Engineering, Vol. 33, p. 55 – 60. [link] [pdf]

[C1]  Alexander W. Dowling and Lorenz T. Biegler (2013). Optimization-based Process Synthesis for Sustainable Power GenerationChemical Engineering Transactions, Vol. 35., p. 1 – 12. [link]