All papers are in .pdf format  to read them you need Adobe Acrobat Reader 

Achkar, V.G., B.B. Brunaud, H.D. Pérez, R. Musa, C. A. Méndez, and I. E. Grossmann
"Extensions to the Guaranteed Service Model for Industrial Applications of MultiEchelon Inventory Optimization"
submitted for publication (2022). 

Agarwal, A. and Grossmann, I.E.
"Automating Mathematical Program Transformations,"
submitted for publication (2006). 

Ahmetović, E., Z. Kravanja, N. Ibric and I.E. Grossmann
"A review of recent developments of water and energy optimisation methods applied to Kraft pulp and paper mills"
to appear in Proceedings of South East European Conference on Sustainable Development of Energy, Water and Environmental Systems, Sarajevo (2020). 

Ahmetović, E., I.E. Grossmann, Z. Kravanjac, N. Ibrić
"Water Optimization in Process Industries"
to appear in book Sustainable Utilization of Natural Resources (eds. P. Mondal and A.K. Dalai) (2015) 

Ahmetović, E., N. Ibrića, Z. Kravanja and I.E. Grossmann
"Water and Energy Integration: A Comprehensive Literature Review of NonIsothermal Water Network Synthesis,"
to appear in Computers and Chemical Engineering (2015). 

Ahmetović, E., M. Martin and I.E. Grossmann
“Optimization of Energy and
Water Consumption in Cornbased Ethanol Plants”
submitted for publication (2010). 

Ahmetovic, E. and I.E. Grossmann
“General Superstructure and Global Optimization for the Design of Integrated Process Water Networks”
submitted for publication (2009). 

Alattas, A.,I.E. Grossmann and I. Palou Rivera
"A Multiperiod MINLP Model for Refinery Production Planning"
accepted for publication Ind.Eng.Chem. Res. (2012). 

Amorim, P., E. Curcio, B. AlmadaLobo, Ana P.F.D. BarbosaPovoa and I.E. Grossmann
"Supplier Selection for Supply Chains in the Processed Food Industry"
submitted for publication (2015). 

Andersen F., Díaz M.S. and Grossmann I.E.,
"Multiscale Strategic Planning Model for the Design of Integrated Ethanol and Gasoline Supply Chain,"
submitted for publication (2013). 

Apap, R.M. and I.E. Grossmann
"Models and Computational Strategies for Multistage Stochastic Programming under Endogenous and Exogenous Uncertainties"
submitted for publication (2015) 

Assis, L.S., E. Camponogara and I.E. Grossmann
"MILPbased clustering strategy for integrating the operational management of crude oil supply"
submitted for publication (2020) 

Awasthi, U., R. Marmier and I.E. Grossmann
"Multiperiod Optimization Model for Oilfield Production Planning: Bicriterion Optimization and TwoStage Stochastic Programming Model"
to appear in Optimization and Engineering (2019) 

Balasubramanian, J. and Grossmann, I. E.
"Approximation to Multistage Stochastic Optimization in Multiperiod Batch Plant Scheduling under Demand Uncertainty"
submitted for publication (2003). 

Balasubramanian, J. and Grossmann, I.E.
"Scheduling Optimization under Uncertainty An Alternative Approach,"
submitted for publication (2002) 

Balasubramanian, J. and Grossmann, I.E.
"A Novel Branch and Bound Algorithm fore Scheduling Flowshop Plants with Uncertain Processing Times",
to appear in Computers & Chemical Engineering (2002) 

Barttfeld, M., Aguirre, P.A. and Grossmann, I.E.
"A Decomposition Method for Synthesizing Complex Column Configurations Using TraybyTray GDP Models,"
submitted for publication. 

Barttfeld M., Aguirre P.A. and Grossmann I.E.
"Alternative Representations and Formulations for the Economic Optimization of Multicomponent Distillation Columns".
To appear in Computers & Chemical Engineering (2003). 

Basán, N.P., I.E. Grossmann, A. Gopalakrishnan, I. Lotero, C.A. Méndez “Optimal scheduling for powerintensive processe under timesensitive electricity prices”
Proceedings of the 27th European Symposium on Computer Aided Process Engineering – ESCAPE 27 (Eds: Espuna, Graells, Puigjaner) pp. 14231428, Barcelona, Spain (2017). 

Basán, N.P., I.E. Grossmann, A. Gopalakrishnan, I. Lotero, C.A. Méndez
“A novel MILP scheduling model for powerintensive processes under timesensitive electricity prices,”
Industrial & Engineering Chemistry Research, accepted for publication (2017). 

Batra, S., A. RodrıguezMartınez, I. E. Grossmann
“Optimizing Well Placements for Reservoirs undergoing Water Flooding through an A.I Based Proxy Reservoir Simulator”
submitted for publication (2021). 

Bergamini, M.L., Aguirre, P. and Grossmann, I.E.
"Logic Based Outer Approximation For Global Optimization of Synthesis of Process Networks" 

Bernal, D.E., D. Ovalle, D.A. Liñán, L.A. RicardezSandoval, J.M. Gómez, and I.E. Grossmann
“Process Superstructure Optimization through Discrete Steepest Descent Optimization: a GDP Analysis and Applications in Process Intensification”
submitted to PSE 2021+ (2021). 

Bernal, D.E., Y. Liu, M. L. Bynu , C.D. Laird , J. D. Siirola, and I.E. Grossmann
“Advances in Generalized Disjunctive and Mixedinteger Nonlinear Programming Algorithms and Software for Superstructure Optimization PSE”
submitted to PSE 2021+ (2021). 

Bernal, D. and I.E. Grossmann
“Convex Mixedinteger Nonlinear Programs Derived from Generalized Disjunctive Programming using Cones”
submitted for publication (2021). 

Bernal, D., Z. Peng, J. Kronqvist and .E. Grossmann
“Alternative Regularizations for OuterApproximation Algorithms for Convex MINLP”
submitted for publication (2021). 

Bernal, D.E, Q. Chen, F. Gong, and I. E. Grossman
“MixedInteger Nonlinear Decomposition Toolbox for Pyomo (MindtPy)”
submitted to PSE2008 (2017). 

Bernal, D.E., S. Vigerske, F. Trespalacios and I.E. Grossmann
“Improving the performance of DICOPT in convex MINLP problems using a feasibility pump”
submitted for publication (2017). 

Biegler, L. and Grossmann, I.E.
"Retrospective on Optimization".
Submitted for publication (2002). 

Bonami, P, L.T. Biegler, A.R. Conn, G. Cornuejols, I.E. Grossmann, C.D. Laird, J. Lee, A. Lodi, F. Margot, N. Sawaya, A. Wachter
"An algorithmic framework for convex mixed integer nonlinear programs" 

Brunaud, B., S. Amaran, S. Bury, J. Wassick, and I. E. Grossmann
"Novel Approaches for the Integration of Planning and Scheduling"
submitted for publication (2019). 

Brunaud, B., S. Amaran, S. Bury, J. Wassick, and I. E. Grossmann
"Batch Scheduling with Qualitybased Changeovers"
submitted for publication (2019). 

Brunaud, B., M. Paz Ochoa, and I. E. Grossmann
"Product Decomposition in Supply Chain Planning"
to appear in Frontiers of Engineering Management (2018). 

Brunaud, B., J.M. LainezAguirre, J.M. Pinto, and I. E. Grossmann
"Inventory Policies and Safety Stock Optimization for Supply Chain Planning"
submitted for publication (2018). 

Brunaud, B., M. Paz Ochoa, and I. E. Grossmann, “Product Decomposition in Supply Chain Planning,”
submitted to PSE2018 (2017). 

Brunaud, B. and I.E. Grossmann “Perspectives in Multilevel Decisionmaking in the Process Industry”
submitted for publication (2017). 

Brunaud, B., M.H. Bassett. A. Agarwal, J.M. Wassick and I.E. Grossmann,
"Efficient Formulations for Dynamic Warehouse Location under Discrete Transportation Costs"
submitted for publication (2017). 

Breslow, R., Tirrell, M.V., Barton, J.K., Barteau, M.A., Bertozzi, C.R., Brown, R.A., Gast, A.P., Grossmann, I.E., Meyer, J.M., Murray, R.W., Reider, P.J., Roush, W.R., Shuler, M.L., Siirola, J.J., Whitesides, G.M., Wolnyes, P.G. and Zare,R.N.
"Beyond the Molecular Frontier: Challenges for Chemistry and Chemical Engineering,"
National Research Academies Press, Washington (2003). 

Bringas, E., R. Karuppiah, M.F. San Román, I. Ortiz, I.E. Grossmann
“Optimal Wastewater Treatment Network Design using Emulsion Pertraction Technology for Valorization of Anionic Pollutants”
Submitted for publication (2006) 

Brunaud, B., M. H. Bassett, A. Agarwal, J.M. Wassick and I.E. Grossmann,
"Efficient Formulations for Dynamic Warehouse Location under Discrete Transportation Costs,"
submitted to FOCAPO/CPC Conference, Tucson (2016). 

Caballero, J.A., J. A. Labarta, N. Quirante, A.CarreroParreño and I.E. Grossmann
"Environmental and Economic Water Management in Shale Gas Extraction"
submitted for publication (2020) 

Caballero, J.A. and I.E. Grossmann
"Optimal Synthesis of Thermally Coupled Distillation Sequences Using a Novel MILP Approach"
submitted for publication (2013) 

Caballero, J.A. and I.E. Grossmann, "Optimization of Distillation Processes,"
submitted for publication (2012). 

Caballero, J.A. and I.E. Grossmann
Synthesis of Complex Thermally Coupled Distillation Systems Including Divided Wall Columns
accepted for publication in AIChE J. (2012) 

Caballero, J.A., I.E. Grossmann, M. Keyvani and E.S. Lenz
“Design of Hybrid DistillationVapor Membrane Separation Systems”
accepted for publication Ind.Eng.Chem. Res. (2009). 

Caballero, J.A. and I.E. Grossman
“An Algorithm for the Use of Surrogate Models in Modular Flowsheet Optimization”
submitted for publication (2007). 

Caballero, J.A., A. Odjo and I.E. Grossmann
“Flowsheet optimization with implicit models and complex cost and size functions using Chemical Process Simulators”
Submitted for publication (2006). 

Caballero, J.A. and I.E. Grossmann
"Structural considerations and modeling in the synthesis of heat integrated – thermally coupled distillation sequences"
Submitted for publication (2006). 

Cafaro, D.C., D. J. Presser, and I.E. Grossmann
“Recent Contributions to the Optimal Design of Pipeline Networks in the Energy Industry using Mathematical Programming”
submitted for publication (2022). 

Cafaro, D. and I.E. Grossmann
“Optimal Design of Water Pipeline Networks for the Development of Shale Gas Resources”
submitted for publication (2020). 

Cafaro, D.C. and I.E. Grossmann
“Strengthening DiscreteTime Scheduling Formulations by Introducing the Concept of Campaigns,”
submitted for publication (2020). 

Cafaro, D.C., M.G. Drouven and I.E. Grossmann “ContinuousTime Formulations for the Optimal Planning of Multiple Refracture Treatments in a Shale Gas Well”
submitted for publication (2017). 

Cafaro, D.C., M.G. Drouven and I.E. Grossmann,
"Optimization Models for Planning Shale Gas Well Refracture Treatments,"
to appear in AIChE J. (2016). 

Cafaro, D.C. and I.E. Grossmann
"Strategic Planning, Design and Development of the Shale Gas Supply Chain Network"
submitted for publication (2013). 

Cafaro, D.C. and I.E. Grossmann
"Alternate Approximation of Concave Cost Functions for Process Design and Supply Chain Optimization Problems"
submitted for publication (2013) 

Calfa, B.A., A. Agarwal, S.J. Bury, J.M. Wassick and I.E. Grossmann
"DataDriven Simulation and Optimization Approaches to Incorporate Production Variability in Sales and Operations Planning,"
to appear in I&EC Research (2015). 

Calfa, B.A. and I.E. Grossmann
"Optimal Procurement Contract Selection with Price Optimization under Uncertainty for Process Networks,"
to appear in Computers & Chemical Engineering (2015). 

Calfa, B.A., A. Agarwal, I.E. Grossmann and John M. Wassick
"DataDriven MultiStage Scenario Tree Generation via Statistical Property and Distribution Matching"
submitted for publication (2013). 

Calfa, B.A., A. Agarwal, I.E. Grossmann and John M. Wassick,
"Hybrid BilevelLagrangean Decomposition Scheme for the Integration of Planning and Scheduling of a Network of Batch Plants,"
submitted for publication (2012). 

Camponogara, E., H. Scherer, L.T. Biegler and I.E. Grossmann
"Hierarchical decompositions for MPC of resource constrained control systems: applications to building energy management"
submitted for publication (2020). 

CarreroParreño, A., N. Quirante, R. RuizFemenia, J.A.Reyes Labarta, R. SalcedoDíaz, I.E Grossmannc and J.A. Caballero
"Economic and Environmental Strategic Water Management in the Shale Gas 1 Industry: Application of Cooperative Game Theory"
submitted for publication (2019). 

CarreroParreño, A., J.A. ReyesLabarta, R. SalcedoDíaz,, R. RuizFemenia, J.A. Caballeroa,b, Ignacio E. Grossmann
"Sustainable Optimal Strategic Planning for Shale Water Management,"
submitted for publication (2018). 

CarreroParreño, A., R. RuizFemenia, J. A. Caballero, J.A. ReyesLabarta, I.E. Grossmann “Sustainable Optimal Strategic Planning for Shale Water Management,”
submitted to ESCAPE28 (2017). 

Castro, P.M., G.D. Aveb , S.Engell,, I.E. Grossmannd and I. Harjunkoski
"Industrial Demand Side Management of a Steel Plant Considering Alternative Power Modes and Electrode Replacement"
submitted for publication (2019). 

Castro, P.M., I. Harjunkoski and I.E. Grossmann
"Discrete and continuoustime formulations for dealing with breaks: preemptive and nonpreemptive scheduling"
submitted for publication (2018). 

Castro, P.M., I. Harjunkoskib, I.E. Grossmann “Expanding RTN discretetime scheduling formulations to preemptive tasks,”
submitted to PSE2018 (2017). 

Castro, P.M., I.E. Grossmann and Q. Zhang “Expanding Scope and Computational Challenges in Process Scheduling”
submitted for publication (2017). 

Castro, P.M. and I.E. Grossmann
"Optimalitybased Bound Contraction with Multiparametric Disaggregation for the Global Optimization of MixedInteger Bilinear Problems"
accepted in Journal of Global Optimization (2013). 

Castro, P.M., I.E. Grossmann, P. Veldhuizen and D. Esplin
"Optimal Maintenance Scheduling of a Gas Engine Power Plant using Generalized Disjunctive Programming"
submitted for publication (2013). 

Castro, P.M. and I.E. Grossmann
"Generalized Disjunctive Programming as a Systematic Modeling Framework to Derive Scheduling Formulations,"
submitted for publication (2011). 

Castro, P.M. and I.E. Grossmann
“From Time Representation in Scheduling to the Solution of Strip Packing Problems”
submitted for publication (2011) 

Castro, P.M., I. Harjunkoski and I.E. Grossmann
“Optimal Scheduling of Continuous Plants with Energy Constraints”
submitted for publication (2009) 

Castro, P.M., I. Harjunkoski and I.E. Grossmann
“Greedy Algorithm for Scheduling Batch Plants with SequenceDependent Changeovers”
submitted for publication (2009) 

Castro, P.M., I. Harjunkoski and I.E. Grossmann
“New ContinuousTime Scheduling Formulation for Continuous Plants under Variable Electricity Cost”
submitted for publication (2008) 

Castro, P., M. ErdirikDogan and I.E. Grossmann
"Simultaneous Batching
and Scheduling of Single Stage Batch Plants"
submitted for publication 

Castro, P.M. and I. E. Grossmann and Augusto Q. Novais
"A New ContinuousTime Formulation for the Scheduling of Single Stage Batch
Plants with Sequence Dependent Changeovers. Proceedings of CHISA 2006"
Editor: Jan Novosad, Process Engineering Publisher, Czech Republic, 905 

Castro,P.M., I.E. Grossmann and Augusto Q. Novais
"Two New Continuoustime Models for the Scheduling of Multistage Batch Plants with Sequence Dependent Changeovers"
submitted for publication (2006). 

Castro, P. and I.E. Grossmann
"A New Continuoustime MILP Model for the ShortTerm Scheduling of Multi Stage Batch Plants"
Submitted for publication (2005) 

Castro P.M., I.E. Grossmann
"An Efficient MILP Model for the ShortTerm Scheduling of Single Stage Batch Plants" 

Castro, P., C. Méndez, I.E. Grossmann, I. Harjunkoski and M. Fahl
"Efficient MILPbased solution strategies for largescale industrial batch scheduling problems"
Submitted for publication 

Chen, Q., Y. Liu, G. Seastream, J.D. Siirola and I.E. Grossmann
“Pyosyn: a new framework for conceptual design modeling and optimization”
submitted for publication (2020) 

Chen, Q., E.S. Johnson, D.E. Bernal, R. Valentin, S.Kale, J. Bates, J. D. Siirola and I.E. Grossmann
“Pyomo.GDP: an ecosystem for logic based modeling and optimization development”
submitted for publication (2020) 

Chen, Q., E.S. Johnson, D.E. Bernal, R. Valentin, S.Kale, J. Bates, J. D. Siirola and I.E. Grossmann
“Pyomo.GDP: an ecosystem for logic based modeling and optimization development”
submitted for publication (2020) 

Chen, Q., Y. Liu, G. Seastream, J.D. Siirola and I.E. Grossmann
“Pyosyn: a new framework for conceptual design modeling and optimization”
submitted for publication (2020) 

Chen, Q. and I.E. Grossmann
“Effective GDP optimization models for modular process synthesis”
accepted for publication (2019) 

Chen, Q., E. Johnson, J.D. Siirola, I.E. Grossmann “Pyomo.GDP: Disjunctive Models in Python,”
submitted to PSE2018 (2017). 

Chen, Q. and I.E. Grossmann,
"Recent developments and challenges in optimizationbased process synthesis,"
submitted for publication (2016). 

Chen, Y., Y. Ye, Z. Yuan, I. E. Grossmann and B. Chen "Integrating Stochastic Programming and Reliability in the Optimal Synthesis of Chemical Processes"
submitted for publication (2021) 

Chen, Y., J.C. Eslick, I.E. Grossmann and D.C. Miller "Computational Strategies for LargeScale MILP Transshipment Models for Heat Exchanger Network Synthesis,"
submitted for publication (2014) 

Chen, Y., J.C. Eslick, I.E. Grossmann and D.C. Miller
"Simultaneous Optimization and Heat Integration Framework Based on Rigorous Process Simulations,'
submitted for publication (2015) 

Chen, X., I.E. Grossmann and L. Zheng
"A comparative study of continuoustime modeling for scheduling of crude oil operations,"
submitted for publication (2011). 

Chen, X., D. Chen, S. Huang, Z. Zhang, L. Zheng, I.E. Grossmann and S. Chen
"Hierarchical decomposition heuristic for crude oil scheduling: a SINOPEC case"
submitted for publication (2011). 

Cheng, P.,P. GarciaHerreros, M. Lalpuria, I.E. Grossmann
"Optimal Scheduling of Copper Concentrate Operations under Uncertainty"
submitted for publication (2020) 

Cho, S., J. TovarFacio and I.E. Grossmann
"Disjunctive optimization model and algorithm for longterm capacity expansion planning of reliable power generation systems"
submitted for publication (2022) 

Cho, S. and I.E. Grossmann
"Recent Advances and Challenges in Optimization Models for Expansion Planning of Power Systems and Reliability Optimization"
to appear in Computers & Chemical Engineering (2022). 

Cho, S. and I.E. Grossmann
"An Optimization Model for the Design and Operation of Reliable Power Generation Systems"
submitted to PSE2021+ (2021). 

Cho, S. and I. E. Grossmann
"An Optimization Model for Expansion Planning of Reliable Power Generation Systems"
submitted to ESCAPE32 (2021). 

Comelli, R.N., L. G. Seluya, I.E. Grossmann and M.A. Isla
"The treatment of highstrength wastewater from the sugarsweetened beverage industry via an alcoholic fermentation process,"
to appear in Ind. Eng. Chem. Res. (2015). 

Corbetta, M., I. E. Grossmann and F. Manenti
"Process simulatorbased optimization of biorefinery downstream processes under the Generalized Disjunctive Programming framework,"
submitted for publication (2015). 

Čuček, L., M. Martín, I.E. Grossmann and Z. Kravanja
“Energy, Water and Process Technologies Integration for the Simultaneous Production of Ethanol and Food from the Entire Corn Plant”
submitted for publication (2010). 

DiazAlvarado, F. and I.E. Grossmann
"Search for reaction pathways with Pgraphs: theoretical base for domain reduction with reaction blocks"
submitted for publication (2016). 

DiazAlvarado, F. J. Carrillo, F. Gracia and I.E. Grossmann
"Search for reaction pathways with Pgraphs: Methanation of Carbon Dioxide with Hydrogen"
submitted for publication (2016). 

Drouven, M.G., D. C. Cafaro, Ignacio E. Grossmann
“Mathematical Optimization Models for Shale Oil & Gas Development: A Review and Perspective”
submitted for publication (2022) 

Drouven, M.G., D.C. Cafaro and I.E. Grossmann
“Stochastic Programming Models for Optimal Shale Well Development and Refracturing Planning under Uncertainty”
AIChE Journal, accepted for publication, 2017. 

Drouven, M. and I.E. Grossmann "MixedInteger Programming Models for Line Pressure Optimization in Shale Gas Gathering Systems"
Journal of Petroleum Science and Engineering, accepted for publication (2017). 

Drouven, M.G. and I.E. Grossmann
"MultiPeriod Planning, Design and Strategic Models for LongTerm, QualitySensitive Shale Gas Development"
accepted for publication in AIChE J. (2015) 

Duran, M.A., C. Li., D.E. Bernal, K. Furman, I.E. Grossmann
"Sample Average Approximation for Stochastic Nonconvex Mixed Integer Nonlinear Programming via Outer Approximation"
to appear in Optimization and Engineering (2021) 

Elsido, C., E. Martelli and I.E. Grossmann
“Simultaneous Multiperiod Optimization of Rankine Cycles and Heat Exchanger Networks”
to appear in ESCAPE30 proceedings (2020). 

Elsido,C., E. Martelli, and I.E. Grossmann
“A Bilevel Decomposition Method for the Simultaneous Synthesis of Utility Systems, Rankine Cycles and Heat Exchanger Networks,”
submitted to ESCAPE28 (2017). 

van Elzakker, M.A.H., L. K.K. Maia, E. Zondervan, N.B. Raikar, H. Hoogland, and I.E. Grossmann,
"Considering both Environmental Impact and Economic Costs in the Optimization of the Tactical Planning for the Fast Moving Consumer Goods Industry,"
submitted for publication (2014). 

van Elzakker,M.A.H., E. Zondervan, N.B. Raikarb, H. Hoogland, and I.E. Grossmann
"Optimizing the Tactical Planning in the FMCG Industry Considering ShelfLife Restrictions,"
submitted for publication (2013) 

van Elzakker, M.A.H., E. Zondervan, N.B. Raikar, H. Hoogland and I.E. Grossmann
"An SKU Decomposition Algorithm for the Tactical Planning in the FMCG Industry,"
submitted for publication (2012). 

van Elzakker, M.A.H., E. Zondervan, N.B. Raikar, I.E. Grossmann and P.M.M. Bongers
"
Tactical planning in the fast moving consumer goods industries: an SKU decomposition algorithm" 

ErdirikDogan, M., I.E. Grossmann and J. Wassick
“ShortTerm Scheduling of Batch Plants with Parallel Reactors Forming Mobile Work Groups,”
submitted for publication (2007). 

ErdirikDogan, M. and I.E. Grossmann
"Planning Models for Parallel Batch Reactors with Sequencedependent Changeovers"
AIChE J., in press (2007) 

ErdirikDogan, M. and I.E. Grossmann
"Simultaneous Planning and Scheduling of SingleStage Multiproduct Continuous Plants with Parallel Lines"
Computers & Chemical Engineering, in press (2007) 

ErdirikDogan, M. and I.E. Grossmann
"A slotbased formulation for the shortterm scheduling of multistage, multiproduct batch plants with
resource constraints and sequencedependent changeovers"
submitted for publication (2007) 

Erdirik, M. and I.E. Grossmann,
"A Decomposition Method for the Simultaneous Planning and Scheduling of Single Stage Continuous Multiproduct Plants,"
submitted for publication 

Escobar, M., J.O. Trierweiler and I.E. Grossmann,
"Simultaneous Synthesis of Heat Exchanger Networks with Operability Considerations: Flexibility and Controllability,"
submitted for publication (2012). 

Florensa Campo, C., P. GarciaHerreros, P. Misra, E. Arslan, S. Mehta and I. E. Grossmann
"Capacity planning with competitive decisionmakers: Trilevel MILP formulation and solution approaches"
submitted for publication (2015) 

FloresTlacuahuac, A. and I.E. Grossmann,
"Simultaneous Cyclic Scheduling and Control of
Tubular Reactors: Parallel Production Lines"
submitted for publication (2010) 

FloresTlacuahuac, A. and I.E. Grossmann,
"Simultaneous Cyclic Scheduling and Control of Tubular Reactors: Single Production Lines,"
submitted for publication (2010) 

FloresTlacuahuac, A. and I.E. Grossmann
"Simultaneous Scheduling and Control of Multiproduct Continuous Parallel Lines"
Submitted for publication (2010) 

FloresTlacuahuac, A. and I.E. Grossmann "Simultaneous Cyclic Scheduling and Control of a Multiproduct CSTR Reactor"
Submitted for publication (2005) 

Franzoi, R.E., B.C. Menezes, J.D. Kelly, J.A. W. Gut and I.E. Grossmann
“Cutpoint Temperature Modeling using a Coefficient Setup MIQP Technique for Distillation Yields and Properties”
submitted for publication (2020). 

Galán, G., M. Martín, I.E. Grossmann
“Natural vs engineering CO2 capture and utilization”
submitted for publication. (2022). 

Galán, G, M. Martín and I.E. Grossmann,
“Integrated Renewable Production of Sorbitol and Xylitol from Switchgrass”
submitted for publication (2021). 

Galán, A., C. De Prada, G. Gutierrez, D. Sarabia, I.E. Grossmann and R. Gonzalez “Realtime optimization; Hydrogen networks; Process optimization; Twostage stochastic optimization; CVaR,”
submitted for publication (2019). 

GalanMartın, A., C. Pozo, A. Azapagic,, I.E. Grossmann, N. Mac Dowell and G. GuillenGosalbez “Time for global action: an optimised cooperative approach towards effective climate change mitigation,”
to appear in Energy & Environmental Science (2017). 

GarciaHerreros, P., A. Agarwal, J.M. Wassick and I.E.Grossmann
"Optimizing Inventory Policies in Process Networks under Uncertainty"
submitted for publication (2015) 

GarciaHerreros, P., L. Zhang, P. Misra, S. Mehta and I.E. Grossmann
"Mixedinteger Bilevel Optimization for Capacity Planning with Rational Markets,"
submitted for publication (2015). 

GarciaHerreros, P., J.M. Wassick and I.E. Grossmann
"Design of Resilient Supply Chains with Risk of Facility Disruptions"
to appear in Ind.Eng.Che, Research (2014) 

GarciaHerreros, P., J.M. Wassick and I.E. Grossmann
"Design of Resilient Supply Chains with Risk of Facility Disruptions"
submitted for publication (2014). 

Ghosh, S., I.E. Grossmann, M.M. Ataai, and M.M. Domach
"A ThreeLevel ProblemCentric Strategy for Selecting NMR Precursors and Analytes"
submitted for publication (2006) 

Ghouse, J.H.,Q. Chen, M.A. Zamarripa, A. Leea, A. P. Burgard, I.E. Grossmannb, David C. Miller “A comparative study between GDP and NLP formulations for conceptual design of distillation columns,”
submitted to PSE2018 (2017). 

Goel,V. and Grossmann, I. E.
"A Lagrangean Duality based Branch and Bound for Solving Linear Stochastic Programs with Decision Dependent Uncertainty"
submitted for publication (2004) 

Goel, V. and Grossmann, I.E.
"A Class of Stochastic Programs with Decision Dependent Uncertainty",
submitted for publication (2004) 

Goel, V. and Grossmann, I.E.
"A Stochastic Programming Approach to Planning of Offshore Gas Field Developments under Uncertainty in Reserves" 

Goel, V., Grossmann, I.E., A.S. ElBakry and Mulkay, E.L
"A novel branch and bound algorithm for optimal development of gas fields under uncertainty in reserves" 

Grossmann, I.E. and I. Harjunkoski
"Process Systems Engineering: Academic and Industrial Perspectives"
submitted for publication (2019) 

Grossmann, I.E., M. Martin and L. Yang
"Review of Optimization Models for Integrated Process Water Networks and their Application to Biofuel Processes"
to appear in Current Opinion in Chemical Engineering (2014) 

Grossmann, I.E, B. Calfa and P. GarciaHerreros
"Evolution of Concepts and Models for Quantifying Resiliency and Flexibility of Chemical Processes"
accepted in Computers & Chemical Engineering (2013). 

Grossmann, I.E. and F. Trespalacios,
"Systematic Modeling of DiscreteContinuous Optimization Models through Generalized Disjunctive Programming,"
submitted for publication (2012). 

Grossmann, I.E.
"Advances in Mathematical Programming Models For EnterpriseWide Optimization"
to be published in Proceedings of FOCAPO (2012). 

Grossmann, I.E. and M.Martin
“Energy And Water Optimization in Biofuel Plants”
to appear in Chinese Journal of Chemical Eng.(2010). 

Grossmann, I.E. and G. GuillenGosalbez
“Scope for the Application of Mathematical Programming Techniques in the Synthesis and Planning of Sustainable Processes”
Proceedings of FOCAPD2009 (Eds. M. ElHalwagi and A. Linninger), pp.5576, Francis Taylor (2009). 

Grossmann, I.E. and J.P Ruiz
“Generalized Disjunctive Programming: A Framework for Formulation and Alternative Algorithms for MINLP Optimization”
submitted for publication (2009). 

Grossmann, I.E. "Enterprisewide Optimization: A New Frontier in Process Systems Engineering" 

Grossmann, I.E.
"Advances in LogicBased Optimization Approaches to Process Integration and Supply Chain Management"
to appear in Advances in Chemical Engineering (eds. M.A. Galan and E. Del Valle) (2004) 

Grossmann I.E, Aguirre, P.A. and Barttfeld, M.
"Optimal Synthesis of Complex
Distillation ColumnsUsing Rigorous Models" 

Grossmann, I.E. and Biegler, L.T.
"Part II: Future Perspective on Optimization".
Submitted for publication (2002). 

Grossmann, I.E.
"Challenges in the New Millennium: Product Discovery and Design, Enterprise and Supply Chain Optimization, Global Life Cycle Assessment".
To appear in Proceedings of PSE2003 (2003). 

Grossmann, I.E., van den Heever, S.A. and Harjunkoski, I.
"Discrete Optimization Methods and their Role in the Integration of Planning and Scheduling"
Proceedings of CPC6, Tucson (2001). 

Grossmann, I.E. and Lee, S.
"Generalized Convex Disjunctive Programming: Nonlinear Convex Hull Relaxation" 

Grossmann, I.E.
"Review of NonLinear Mixed Integer and Disjunctive Programming Techiques for Process Systems Engineering"
June 2001/Rev. April 2002. 

Grossmann, I.E. and Westerberg, A.W.
"Research Challenges in Process Systems Engineering.",
AICHE J., 46 (9), 17001703 (2000) 

Grossmann, I.E., Caballero, J.C., and Yeomans, H.
"Advances in Mathematical Programming for Automated Design, Integration and Operation of Chemical Processes",
Proceedings of the International Conference on Process Integration (PI'99) ,Copenhagen, Denmark, (1999). 

GuillenGosalbez, G., F.D. Mele and I.E. Grossmann
“A Bicriterion Optimization Approach for the Design and Planning of Hydrogen Supply Chains for Vehicle Use”
to appear in AIChE J. (2008) 

GuillenGosalbeza, G. and Grossmann, I.E.
"Optimal design and planning
of sustainable chemical supply chains under uncertainty",
submitted for publication (2008). 

GuillenGosalbeza, G. and Grossmann, I.E.
"A global optimization strategy for the environmentally conscious design of chemical supply chains under uncertainty",
submitted for publication (2008). 

GutierrezLimon, M.A., A. FloresTlacuahuac and I.E. Grossmann
" A Reactive Optimization Strategy for the Simultaneous Planning, Scheduling and Control of ShortPeriod Continuous Reactors,"
submitted for publication (2015). 

GutierrezLimon, M.A., A. FloresTlacuahuac and I.E. Grossmann,
"MultiObjective Optimization Approach for the Simultaneous Single Line Scheduling and Control of CSTRs",
submitted for publication (2011) 

Gupta, V. and I.E. Grossmann,
"Offshore Oilfield Development Planning under Uncertainty and Fiscal Considerations,"
to appear in OPTE (2016). 

Gupta, V. and I.E. Grossmann "Multistage Stochastic Programming Approach for Offshore Oilfield Infrastructure Planning under Production Sharing Agreements and Endogenous Uncertainties"
submitted for publication (2013). 

Gupta, V. and I.E. Grossmann,
"A New Decomposition Algorithm for Multistage Stochastic Programs with Endogenous Uncertainties,"
submitted for publication (2013) 

Gupta, V. and Grossmann, I.E.,
"Modeling and Computational Strategies for Optimal Development Planning of Offshore Oilfields under Complex Fiscal Rules,"
submitted for publication (2012). 

Gupta, V. and I.E. Grossmann
"An Efficient Multiperiod MINLP Model for Optimal Planning of Offshore Oil and Gas Field Infrastructure"
submitted for publication (2011). 

Gupta, V. and I.E. Grossmann
"Optimal development planning of offshore oil and gas field infrastructure under complex fiscal rules,"
to be published in Proceedings of FOCAPO (2012). 

Gupta, V. and I.E. Grossmann
"Assessing the benefits of productiondistribution coordination in an industrial gases supply chain,"
to be published in Proceedings of FOCAPO (2012). 

Gupta, V. and I.E. Grossmann
"Offshore Oilfield Development Planning under Uncertainty and Fiscal Considerations,"
chapter submitted to Optimization and Analytics in the Oil and Gas Industry (Eds. Furman, K., H.Song and A.ElBakry), Springer (2011). 

Gupta, V. and I.E. Grossmann,
"Solution Strategies for Multistage Stochastic Programming with Endogenous Uncertainties",
submitted for publication (2010) 

Hadera, H., I. Harjunkoski, G. Sand, I.E. Grossmann and S. Engell,
"Optimization of Steel Production Scheduling with Complex TimeSensitive Electricity Cost,"
submitted for publication (2014). 

Hao J., B. Chen and I.E. Grossmann “New Algorithm for the Flexibility Index Problem of Quadratic Systems,”
submitted for publication (2017). 

Harjunkoski, I. and Grossmann, I.E.
"A Decomposition Approach for the Scheduling of a Steel Plant Production",
to appear in Computers & Chemical Engineering (2001) 

Harjunkoski, I. and Grossmann, I.E.
"Decomposition Techniques for Multistage Scheduling Problems Using MixedInteger and Constraint Programming Methods",
to appear in Computers and Chemical Engineering (2002). 

Hao J., B. Chen and I.E. Grossmann “New Algorithm for the Flexibility Index Problem of Quadratic Systems”
submitted for publication (2017).


van den Heever, S.A. and Grossmann, I.E.
"An Iterative Aggregation/Disaggregation Approach for the Solution of a Mixed Integer Nonlinear Oilfield Infrastructure Planning Model",
August 1999. 

van den Heever, S.A. and Grossmann, I.E.
"Disjunctive Multiperiod Optimization Models
for Process Networks,"
FOCAPO Conference Procedings, July 1998. 

Hubbs, C.D., H. D. Perez, O. Sarwar, I.E. Grossmann, N.V. Sahinidis and J.M. Wassick "ORGym: A Reinforcement Learning Library for Operations Research Problems",
submitted for publication (2020). 

Ibric, N., E. Ahmetovic, A. Nemet, Z. Kravanja and I.E. Grossmann"Synthesis of heatintegrated water networks using a modified heat exchanger network superstructure",
submitted for publication (2022). 

Ikonen, T., H. Mostafaei, Y. Ye, I.E. Grossmann and I. Harjunkoski"Largescale Selective Maintenance Optimization using BathtubShaped Failure Rates",
submitted for publication (2019). 

Jackson, J.R., Hofmann, J., Wassick, J. and Grossmann, I.E.
"A Nonlinear Multiperiod Process Optimization Model for Production Planning in MultiPlant Facilities,"
submitted for publication. 

Jackson, J.R. and Grossmann, I.E
"High Level Optimization Model for the Retrofit Planning of Process Networks"
to appear in I&EC Research, 2001. 

Jain, V. and Grossmann, I.E.
"Algorithms for Hybrid MILP/CP Models for a Class of Optimization Problems ",
INFORMS Journal on Computing, 13, 258276 (2001) 

Jatty, S., N. Singh, I.E. Grossmann, L.S. de Asis, C. Galanopoulos, P. GarciaHerreros, B. Springub and N. Tran
"Diagnosis of Linear Supply Chain Optimization Models: Detecting Infesibilities and Minimizing Changes for New Parameter Values ",
submitted for publication (2022) 

Kamath, R.S., I.E. Grossmann and L.T. Biegler
“Aggregate Models based on Improved Group Methods for Simulation and Optimization of Distillation Systems”
submitted for publication (2009). 

Karuppiah, R., M. Martin, and I. E. Grossmann
“A Simple Heuristic for Reducing the Number of Scenarios in Twostage Stochastic Programming”
submitted for publication (2009) 

Karuppiah, R. K.C. Furman and I.E. Grossmann
“Global Optimization for Scheduling Refinery Crude Oil Operations,”
to appear in Computers & Chemical Engineering (2007). 

Karuppiah, R., A. Peschel, M. Martín, I.E.. Grossmann , W. Martinson, L. Zullo
“Energy Optimization for the Design of Cornbased Ethanol Plants”
submitted for publication (2007) 

Karuppiah, R. and I.E. Grossmann
“Global Optimization of Multiscenario Mixed Integer Nonlinear Programming Models arising in the Synthesis of Integrated Water Networks under Uncertainty”
submitted for publication (2006) 

Karuppiah, R. and I.E. Grossmann
"A Lagrangean based BranchandCut algorithm for global optimization of nonconvex MixedInteger Nonlinear Programs with decomposable structures"
submitted for publication (2006) 

Karuppiah, R. and I.E. Grossmann
"Global Optimization for the Synthesis Of Integrated Water Systems in Chemical Processes" 

Karuppiah, R. and I.E. Grossmann "Global Optimization of Multiscenario Mixed Integer Nonlinear Programming Models Arising in the Synthesis of Integrated Water Networks under Uncertainty"
Submitted for publication 

Kelly, J.D., Menezes, B.C., Grossmann, I.E.
“Decision Automation for Oil and Gas Well Startup Scheduling using MILP”
ESCAPE 2017, October, 2017. (In Press) 

Kelly, J.D., Menezes, B.C., Engineer, F., Grossmann, I.E “CrudeOil Blend Scheduling Optimization of an IndustrialSized Refinery: A DiscreteTime Benchmark”
FOCAPO 2017, January, 2017. 

Khalilpour, K.R., I.E. Grossmann and A.Vassallo
“Integrated powertogas and gastopower with air and natural gas storage,”
submitted for publication (2018). 

Knudsen, B.R., I.E Grossmann, B. Foss, and Andrew R Conn
"Lagrangian Relaxation Based Decomposition for Well Scheduling in Shalegas Systems"
submitted for publication (2013). 

Kolodziej, S.P., P. Castro and I.E. Grossmann
Global Optimization of Bilinear Programs with a Multiparametric Disaggregation Technique
submitted for publication (2012) 

Kolodziej, S.P. and I. E. Grossmann
"A Novel Global Optimization Approach to the Multiperiod Blending Problem"
submitted for publication (2011) 

Kronqvista, J., D.E. Bernal, A. Lundell, and I.E. Grossmann
"A Review and Comparison of Solvers for Convex MINLP"
submitted for publication (2018). 

Kronqvist, J., D. E. Bernal, and I.E. Grossmann “Using Regularization and Second Order Information in Outer Approximation for Convex MINLP,”
submitted for publication (2017). 

Lara, C.L, J.D. Siirola and I.E. Grossmann “Electric power infrastructure planning under uncertainty: stochastic dual dynamic integer programming (SDDiP) and parallelization scheme”
Optimization and Engineering, to appear (2019) 

Lara, C.L., B. Omell, D. Miller, I.E. Grossmann “Expanding the Scope of Electric Power Infrastructure Planning,”
submitted to PSE2018 (2017). 

Lara, C. L., D. Mallapragada, D., Papageorgiou, A., Venkatesh, and I.E. Grossmann
Electric Power Infrastructure Planning: MixedInteger Programming Model and Nested Decomposition Algorithm
submitted for publication (2017). 

Lara, C.L. and I. E. Grossmann “Global Optimization Algorithm for Capacitated Multifacility Continuous LocationAllocation Problems”
submitted for publication (2017). 

Lee, A. J.H. Ghouse, Q. Chen, J.C. Eslick, J.D. Siirola,I.E. Grossman, D.C. Milleb "A Flexible Framework and Model Library for Process Simulation, Optimization and Control"
submitted to PSE2018 (2017). 

Lee, S., Logsdon, J.S., Foral, M.J. and Grossmann, I.E.
"Superstructure Optimization of the Olefin Separation Process"
to be presented at ESCAPE13, Finland (2003). 

Lee, S. and Grossmann, I.E.
"Logicbased Modeling and Solution of Nonlinear Discrete/Continuous Optimization Problems" 

Lee, S. and Grossmann, I.E.
"New Algorithms for Nonlinear Generalized Disjunctive Programming"
Computers and Chemical Engineering Journal, 1999. 

Lee, S. and Grossmann, I.E.
"A Global Optimization Algorithm for Nonconvex Generalized Disjunctive Programming and Applications to Process Systems" 

Li, C. , A, J. Conejo, P. Liu , B. P. Omell, J.D. Siirola, I. E. Grossmann
"Power Systems Infrastructure Planning with High Renewables Penetration"
submitted to PSE2021+ (2021). 

Li, C., A.J. Conejo, J. D. Siirola and I.E. Grossmann
"On representative day selection for capacity expansion planning of power systems under extreme events"
submitted for publication (2021) 

Li, C., A. J. Conejo, P. Liu, B.P. Omell, John D. Siirola and I.E. Grossmann
"Mixedinteger Linear Programming Models and Algorithms for Generation and Transmission Expansion Planning of Power Systems"
submitted for publication (2020) 

Li, C. and I.E. Grossmann
"A Review of Stochastic Programming Methods for Optimization of Process Systems under Uncertainty"
to appear in Frontiers of Chemical Engineering (2020) 

Li, C., D.E. Bernal, K.C. Furman, M.A. Duran and I.E. Grossmann
"Sample Average Approximation for Stochastic Nonconvex Mixed Integer Nonlinear Programming via Outer Approximation"
submitted for publication (2020) 

Li, C., J.P. Eason, M.G. Drouven and I.E. Grossmann
"Shale Gas Pad Development Planning under Price Uncertainty"
submitted for publication (2019) 

Li, C. and I.E. Grossmann
"A generalized Benders decompositionbased branch and cut algorithm for twostage stochastic programs with nonconvex constraints and mixedbinary first and second stage variables"
submitted for publication (2018). 

Li, C. and I.E. Grossmann
"A generalized Benders decompositionbased branch and cut algorithm
for twostage stochastic programs with nonconvex constraints and
mixedbinary first and second stage variables"
submitted for publication (2019). 

Li, C. and I.E. Grossmann
"An improved Lshaped method for twostage convex 01 mixed integer nonlinear stochastic programs"
submitted for publication (2017). 

Li, C. and I.E. Grossmann
"A finite εconvergence algorithm for twostage convex 01 mixedinteger nonlinear stochastic programs with mixedinteger first and second stage variables"
submitted for publication (2018). 

Li, C. and I.E. Grossmann “An improved Lshaped method for twostage convex 01 mixed integer nonlinear stochastic programs,”
submitted for publication (2017). 

Li, J., R. Zhou, H. Dong and I.E. Grossmann,
"Separation Network Design with Mass and Energy Separating Agents"
submitted for publication (2010). 

Lima, R.M. and I.E. Grossmann,
"On the Solution of Nonconvex Cardinality Boolean Quadratic Programming problems,"
to appear in Computational Optimization and Applications (2016) 

Lima, R.M., M.G. Marcovecchio, A. Q. Novais and I.E. Grossmann,
"On the computational studies of deterministic global optimization of head dependent shortterm hydro scheduling,"
submitted for publication (2012). 

Lima, R.M. and I.E. Grossmann
On the Solution of Nonconvex Cardinality Boolean Quadratic Programming problems
submitted for publication (2012) 

Lima, R.L. and I.E. Grossmann
"Computational advances in solving Mixed Integer Linear Programming problems" 

Lima, R.M. and Grossmann,I.E.
"Longterm scheduling of a singlestage multiproduct continuous process to manufacture high performance glass"
to appear in Computers & Chem.Eng. (2010). 

Lima, R.M. and Grossmann,I.E.
"Optimal synthesis of pxylene separation processes based on crystallization technology"
to appear in AIChE J. (2008). 

LopezSaucedo, E.S., Q. Chen, I.E. Grossmann, and J.A. Caballero, “Kaibel Column: Modeling and Optimization,”
submitted to PSE2018 (2017). 

Lotero, I., F. Trespalacios, MS. Cheon, D.J. Papageorgiou and I.E. Grossmann
" An MILPMINLP decomposition method for the global optimization of a source based model of the multiperiod blending problem,"
submitted for publication (2015). 

Lu, B, S. Huang and I.E. Grossmann “Optimal synthesis and operation of wastewater treatment process with dynamic influent”
Industrial & Engineering Chemistry Research, accepted for publication (2017). 

Mallapragada, D.S., D. J. Papageorgiou, A. Venkatesh, C.L. Lara and I. E. Grossmann
"Impact of model resolution on scenario outcomes for electricity sector system expansion"
to appear in Applied Energy (2018). 

Maravelias, C.T. and Grossmann, I.E.
On the Relation of Continuous and Discrete Time Models for the StateTask Network Formulation
submitted for publication (2004) 

Maravelias, C.T. and Grossmann, I.E.,
"Minimization of Makespan with DiscreteTime StateTask Network Formulation",
submitted for publication. 

Maravelias, C.T. and Grossmann, I.E.
"A Hybrid MILP/CP Decomposition Approach for the Continuous Time Scheduling of Multipurpose Batch Plants,"
submitted for publication (2003). 

Maravelias, C.T. and Grossmann, I.E.
"A New General ContinuousTime State Task Network Formulation for ShortTerm Scheduling of Multipurpose Batch Plants,"
to appear in Industrial and Engineering Chemistry Research (2003). 

Maravelias, C.T. and Grossmann, I.E.
"A General ContinuousTime State Task Network Formulation for Short Term, Scheduling of Multipurpose Batch Plants with Due Dates,"
submitted for publication (2002) 

Maravelias, C.T. and Grossmann, I.E.
"Optimal Resource Investment and Scheduling of Tests for New Product Development",
Submitted for Publication (2003) 

Maravelias, C.T. and Grossmann, I.E.
"Simultaneous Planning for New Product Development and Batch Manufacturing Facilities",
accepted for publication in I&ECR (2001) 

Marchetti, P.A., V. Gupta, I.E. Grossmann , L. Cook, P.M. Valton, T. Singh, T. Li, and J. André
"Simultaneous Production and Distribution of Industrial Gas SupplyChains"
to appear in Computers & Chemical Engineering (2014) 

Marcovecchio, M.G., A.Q. Novais, and I.E. Grossmann
"A Branch and Cut Search for the Deterministic Optimization of the Thermal Unit Commitment Problem. Part I: Methodology,"
submitted for publication (2011). 

Marcovecchio, M.G., A.Q. Novais, and I.E. Grossmann
"A Branch and Cut Search for the Deterministic Optimization of the Thermal Unit Commitment Problem. Part II: Computational Results,"
submitted for publication (2011). 

Martin, M. Grossmann I.E. “Optimal integration of renewable based processes for fuels and power production: Spain case Study”
submitted for publication (2017).


Martin, M. Grossmann I.E.
"Optimal integration of a selfsustained algae based facility with solar and/or wind energy"
to appear in Journal Clean Production (2016). 

Martin, M. and I.E. Grossmann
"Towards zero CO2 emissions in the production of methanol from switchgrass. CO2 to methanol"
to appear (2017). 

Martín, M., Grossmann, I.E.,
"Biomass as source for chemicals, power and fuels"
in Alternative Energy Sources and Technologies: Process Design and Operation, Martín M (Ed) Springer (2015). 

Martín, M., Grossmann, I.E.
"Biomass as source for chemicals, power and fuels"
in Alternative Energy Sources and Technologies: Process Design and Operation, Martín M (Ed) Springer (2016) 

Martin, M. and I.E. Grossmann
"Water – energy nexus in biofuels production and renewable based power,"
submitted for publication (2015). 

Martin, M. and I.E. Grossmann "Optimal production of Furfural and DMF from algae and switchgrass,"
submitted for publication (2015). 

Martin, M. and I.E. Grossmann
"ASI: Toward the Optimal Integrated Production of Biodiesel with Internal iRecycling of Methanol Produced from Glycerol"
to appear in Environmental Progress & Sustainable Energy (2013). 

Martin, M. and I.E. Grossmann
"Optimal Simultaneous Production of Bioibutene and Bioethanol from Switchgrass"
submitted for publication (2013). 

Martin, M. and I.E. Grossmann
"Simultaneous optimization and heat integration for the coproduction of diesel substitutes: Biodiesel (FAME & FAEE) and glycerol ethers from algae oil,"
submitted for publication (2013) 

Martin, M. and I.E. Grossmann
"Optimal Simultaneous Production of Bioibutene and Bioethanol from Switchgrass"
submitted for publication (2013) 

Martin, M. and I.E. Grossmann,
"Optimal use of Hybrid feedstock, Switchgrass and Shale gas, for the Simultaneous Production of Hydrogen and Liquid Fuels,"
submitted for publication (2012). 

Martin, M. and I.E. Grossmann,
"Optimal engineered algae composition for the integrated simultaneous production of bioethanol and biodiesel,"
submitted for publication (2012). 

Martin, M. and I.E. Grossmann,
"Towards the optimal integrated production of biodiesel with internal recycling of methanol produced from glycerol,"
submitted for publication (2013). 

Martin, M. and I.E. Grossmann
"On the systematic synthesis of sustainable biorefineries"
to appear in Ind.Eng.Chem.Res.(2012) 

Martin, M. and I.E. Grossmann
"Optimal use of Hybrid feedstock, Switchgrass and Shale gas, for the Simultaneous Production of Hydrogen and Liquid Fuels"
submitted for publication (2012) 

Martin, M. and I.E. Grossmann
"Optimal Simultaneous Production of Hydrogen and Liquid Fuels from Glycerol: Integrating the Use of Biodiesel Byproducts"
submitted for publication (2012) 

Martin, M. and I.E. Grossmann
"Systematic synthesis of sustainable biorefineries: A review"
submitted for publication (2011). 

Martin, M. and I.E. Grossmann,
"Process Optimization of FTDiesel Production from Lignocellulosic Switchgrass"
submitted for publication (2011) 

Martin, M. and I.E. Grossmann,
"Optimization and heat and water integration for biodiesel production from cooking oil and algae"
submitted for publication (2011) 

Martin, M. and I.E. Grossmann,
"Optimization of Bioethanol Production via Hydrolysis of Switchgrass"
to appear in AIChE J.(2011) 

Martin, M. and I.E. Grossmann,
"Energy optimization of Hydrogen production from biomass"
submitted for publication (2010) 

Martin, M. and I.E. Grossmann,
"Energy Optimization of Bioethanol Production via Gasification of Switchgrass"
accepted for publication (2010) 

Martin, M., E. Ahmetovic and I.E. Grossmann,
"Optimization of Water Consumption in Second Generation Bioethanol Plants"
to appear in Computers & Chemical Engineering (2010). 

Martinelli, M., C. Elsido, I. E. Grossmann, E. Martelli
"Simultaneous Synthesis and Optimization of Refrigeration Cycles and Heat Exchangers Networks"
submitted for publication (2021). 

MedinaHerrera,N., I.E. Grossmann, S. Mannan and Arturo JiménezGutiérrez
"An approach for solvent selection in extractive distillation systems including safety considerations"
submitted for publication (2014) 

MedinaHerrera, N., A. JiménezGutiérrez and I. E. Grossmann
"A Mathematical Programming Model for Optimal Layout Considering Quantitative Risk Analysis"
submitted for publication (2013). 

Menezes, B.C., J.D. Kelly, I.E. Grossmann, “Logistics optimization for dispositions of product distillates in oilrefineries: closing the operations scheduling and primary distribution gap,”
submitted to ESCAPE28 (2017). 

Menezes, B.C., Grossmann, I.E., Kelly, J.D.
“EnterpriseWide Optimization for Operations of CrudeOil Refineries: Closing the Procurement and Scheduling Gap”
ESCAPE 2017, October, 2017. (In Press) 

Menezes, B.C., J.D. Kelly and I.E. Grossmann
"Improved SwingCut Modeling for Planning and Scheduling of OilRefinery Distillation Units"
submitted for publication (2014) 

Méndez, C.A., J. Cerdá, I.E. Grossmann, I.Harjunkoski, and M. Fahl
"STATEOFTHEART REVIEW OF OPTIMIZATION METHODS FOR SHORTTERM SCHEDULING OF BATCH PROCESSES" 

Mendez, C.A., I.E. Grossmann, I. Harjunkoski and P. Kabore
"A Simultaneous Optimization Approach for Offline Blending and Scheduling of Oilrefinery Operations"
submitted for publication (2004) 

Mendez, C.A., J. Myers, S. Roberts, J. Logsdon, A. Vaia, and I. E. Grossmann
"MINLP Model for Synthesis of Paraxylene Separation Processes Based on Crystallization Technology"
submitted for publication (2004) 

Mitra, S. P. GarciaHerreros and I.E. Grossmann
"A Crossdecomposition Scheme with Integrated Primaldual Multicuts for Twostage Stochastic Programming Investment Planning Problems"
submitted for publication (2014) 

Mitra, S., J.M. Pinto and I.E. Grossmann
"Optimal Multiscale Capacity Planning for PowerIntensive Continuous Processes under Timesensitive Electricity Prices and Demand Uncertainty, Part I: Modeling,"
submitted for publication (2013) 

Mitra, S., J.M. Pinto and I.E. Grossmann
"Optimal Multiscale Capacity Planning for PowerIntensive Continuous Processes under Timesensitive Electricity Prices and Demand Uncertainty, Part II: Enhanced Hybrid Bilevel Decomposition,"
submitted for publication (2013) 

Mitra, S., L. Sun and I.E. Grossmann,
"Optimal Scheduling of Industrial Combined Heat and Power Plant under Timesensitive Electricity Prices,"
submitted for publication (2012) 

Mitra, S., I.E. Grossmann, J.M. Pinto and N. Arora
"Robust Scheduling under TimeSensitive Electricity Prices for Continuous PowerIntensive Processes,"
to be published in Proceedings of FOCAPO (2012). 

Mitra, S., I.E. Grossmann, J.M. Pinto and Nikhil Arora
"Optimal Production Planning under Timesensitive Electricity Prices for Continuous Powerintensive Processes"
submitted for publication (2011) 

Montagna, A.F., D.C. Cafaro, I.E. Grossmann, O. Ozen, Y. Shao, Ti Zhang, Y. Gue, X. W and K. C. Furman
"Surface Facility Optimization for Combined Shale Oil and Gas Development Strategies"
submitted for publication (2022) 

Montagna, A.F. , Diego C. Cafaro, I.E. Grossmann , D. Burch , Y. Shao , X.H. Wu, K. Furman
"Pipeline Network Design for Gathering Unconventional Oil and Gas Production using Mathematical Optimization"
submitted for publication (2021) 

Moro, L.L. and I.E. Grossmann,
"A MixedInteger Model Predictive Control Formulation for Linear Systems,"
submitted for publication (2012). 

Moro, L.F.L and I.E. Grossmann
"Use of MixedInteger Formulations in Predictive Control Algorithms,"
to be published in Proceedings of FOCAPO (2012). 

Mouret, S., I.E. Grossmann and P. Pestiaux
“Integration of Refinery Planning and CrudeOil Scheduling using Lagrangian Decomposition”
submitted for publication (2010) 

Mouret, S., I.E. Grossmann and P. Pestiaux
“Time Representations and
Mathematical Models for Process Scheduling Problems”
submitted for publication (2010) 

Mouret, S., I.E. Grossmann and P. Pestiaux
“A Novel PrioritySlot Based ContinuousTime Formulation for CrudeOil Scheduling Problems”
submitted for publication (2008) 

Nyberg, A., I.E. Grossmann and T. Westerlund
"MILP reformulation of the multiechelon stochastic inventory system with uncertain demands"
submitted for publication (2012) 

Ochoa Bique, A., L. K. K. Maia, I. E. Grossmann and E. Zondervan
“Design of hydrogen supply chains under demand uncertainty – a case study of passenger transport in Germany”
to appear in Physical Sciences Reviews (2021). 

Ochoa, M.P., S. GarcíaMuñoz, S. Stamatis and I.E. Grossmann
“Novel Flexibility Index Formulations for the Design Space Definition”
submitted for publication (2020) 

Ochoa Bique, A., L.K.K..Maia, I.E. Grossmann and E. Zondervan
“Design of Hydrogen Supply Chains under Demand Uncertainty 1 – A Case Study of Passenger Transport in Germany”
submitted for publication (2019). 

Ochoa, M.P. and I.E. Grossmann
“Novel MINLP Formulations for Flexibility Analysis for Measured and Unmeasured Uncertain Parameters”
submitted for publication (2019). 

Ochoa, M.P., and I.E. Grossmann “New MINLP Formulations for Flexibility Analysis for Measured and Unmeasured Uncertain Parameters”
ESCAPE2019 (in press 2018). 

Ochoa, M.P., A. Deshpande S. GarcíaMuñoz, S. Stamatis and I.E. Grossmann “Flexibility Analysis for Design Space Definition”
submitted for publication to FOCAPD (2018). 

Ochoa, M.P, H. Jiang, A. Gopalakrishnan, I. Lotero, I.E. Grossmann “Optimal Production Scheduling of Gases under Uncertainty with Flexibility Constraints”
submitted to PSE2018 (2017). 

Oliveira, F., V. Gupta, S. Hamacher and I.E. Grossmann
A Lagrangean Decomposition Approach for Oil Supply Chain Investment Planning under Uncertainty with Risk Considerations
submitted for publication (2012) 

Oliveira, F., S. Hamacher and I.E. Grossmann
Accelerating Benders Stochastic Decomposition for the Optimization under Uncertainty of the Petroleum Product Supply Chain"
submitted for publication (2012) 

Ondeck, A., M. Drouven, N. Blandino and I.E. Grossmann
"MultiOperational Planning of Shale Gas Pad Development"
submitted for publication (2018). 

Park, M., S. Park, F.D. Melle and I.E. Grossmann,
"Modeling of Purchase and Sales Contracts in Supply Chain Optimization,"
submitted for publication (2005). 

PascualGonzalez, J., G. GuillenGozalbez, L. Jimenez, J.J. Siirola and I.E. Grossmann
"Macroeconomic multiobjective inputoutput model for minimizing CO2 emissions: Application to the US economy"
to appear in AIChE J. (2016) 

Pedrozo, H.A., S.B. Rodriguez Reartes, D. E. Bernal, A. R. Vecchietti, M. S. Diaz I. E. Grossmann
"Surrogate Modeling for Superstructure Optimization with Generalized Disjunctive Programming"
submitted to PSE 2021+ (2021). 

Pedrozo, H.A., S.B. Rodriguez Reartes, D.E. Bernal, A.E. Vecchietti, M.S. Diaz and I.E. Grossmann
"Hybrid model generation for superstructure optimization with Generalized Disjunctive Programming"
submitted for publication (2021) 

Pedrozo, H.A. S.B. Rodriguez Reartes., M. S. Diaz, , A. R. Vecchiettic and I. E. Grossmann
"Coproduction of ethylene and propylene based on ethane and propane feedstocks"
to appear in ESCAPE30 proceedings (2020) 

Peng, Z., C. Li, I.E. Grossmann, Y. Feng, K. Kwon, S. Ko, J. Shi
"Shale Gas Field Development Planning Under Production Profile Uncertainty"
submitted for publication (2021) 

Peng, Z., C. Li, I.E. Grossmann, K. Kwon, S. Ko, J. Shin and Y.Feng
"Multiperiod Design and Planning Model of Shale Gas Field Development"
to appear in AIChE J. (2020) 

Perez, H.D. and I.E. Grossmann
"An Extension to Generalized Disjunctive Programming for Modeling Hierarchical Systems"
submitted for publication (2023) 

Perez, H.D., J.M. Wassick and I.E. Grossmann,
"A digital twin framework for online optimization of supply chain business"
submitted for publication (2022). 

Perez, H.D., S. Amaran, S. S. Iyer , J.M. Wassick , and I. E. Grossmann
"Applications of the RTN Scheduling Model in the Chemical Industry"
to appear in Simulation and Optimization in Process Engineering: The Benefit of Mathematical Methods in Applications of the Chemical Industry (eds. M. Bortz and N. Asprion) (2021). 

Perez, H.D., J. M. Wassick, I. E. Grossmann
"Dynamic scheduling of customer orders in the ordertocash process of a chemical supply chain"
submitted to ESCAPE32 (2021). 

Perez, H.D., J.M. Wassick , and I. E. Grossmann
"Scheduling of Material and Information Flows in the Manufacturing of Chemicals for the Orderto Cash Process of a Digital Supply Chain"
PSE2021+ (2021). 

Perez, H.D. and I.E. Grossmann
"Recent Advances in Computational Models for the Discrete and Continuous Optimization of Industrial Process Systems"
to appear in Advances on Links Between Mathematics and Industry, CTMI 2019 (Eds. P. Quintela, B. Coll, R.M. Crujeiras, J. Durany, L. Escudero), Springer (2021) 

Perez, H.D., S. Amaran, S. S. Iyer , J.M. Wassick , and I. E. Grossmann
"Applications of the RTN Scheduling Model in the Chemical Industry"
to appear in Simulation and Optimization in Process Engineering: The Benefit of Mathematical Methods in Applications of the Chemical Industry (eds. M. Bortz and N. Asprion) (2021) 

Perez, H, D., S. Amaran , E. Erisen , J.M. Wassick, I. E. Grossmann
"Optimization of Business Processes in Digital Supply Chains using Mathematical Programming"
submitted for publication (2020) 

Perez, H.D. and I. . Grossmann
"Recent Advances in Computational Models for the Discrete and Continuous Optimization of Industrial Process Systems"
submitted for publication (2020) 

Perez, H.D, S. Amaran, E. Erisen, J.M. Wassick and E. Grossmann
"Optimization of Business Transactional Processes in a Digital Supply Chain"
to appear in ESCAPE30 proceedings (2020) 

PonceOrtega, J.M., A. JiménezGutiérrez and Ignacio E. Grossmann
"Optimal Synthesis of Heat Exchanger Networks Involving Isothermal Process Streams"
submitted for publication (2007). 

Qian, Z. and I.E. Grossmann
"Optimal synthesis of rotating packed bed reactor"
submitted for publication (2016). 

Quirante, N., I.E. Grossmann and J.A. Caballero “Disjunctive Model for the Simultaneous Optimization and Heat Integration with Unclassified Streams and Area Estimation”
submitted for publication (2017). 

Quirantea, N., J.A. Caballero and I.E. Grossmann,
"A Novel Disjunctive Model for 1 the Simultaneous Optimization and Heat Integration,"
submitted for publication (2016). 

Rawlings, E.S., Q. Chen, J. Caballero and I.E. Grossmann
“Kaibel Column: Modeling, Optimization, and Conceptual Design of Multiproduct Dividing Wall Columns”
submitted for publication (2019). 

Rocha, R., I.E. Grossmann and M, V. S. Poggi de Aragão
“Cascading Knapsack Inequalities: Hidden Structure in some InventoryProductionDistribution problems”
submitted for publication (2009). 

Rocha, R., I.E. Grossmann and Marcus V. S. Poggi de Aragão
“Petroleum Allocation at Petrobras: Mathematical Model and A Solution Algorithm”
Submitted for publicatioin (2008) 

Rodriguez, M.A., A.R. Vechietti, I. Harjunkoski and I.E. Grossmann
"Optimal supply chain design and management over a multiperiod horizon under demand uncertainty. Part I: MINLP and MILP models,"
submitted for publication (2013) 

Ruiz, J.P and I.E. Grossmann,
"Global Optimization of Nonconvex Generalized Disjunctive Programs: A Review on Relaxations and Solution Methods,"
to appear in Journal of Global Optimization (2015). 

Ruiz, J.P and I.E. Grossmann
"Global Optimization of Nonconvex Generalized Disjunctive Programs: A Review on Relaxations and Solution Methods,"
submitted for publication (2015). 

Ruiz, J.P. and I.E. Grossmann
"Using Convex Nonlinear Relaxations in the Global Optimization of Nonconvex Generalized Disjunctive Programs"
submitted for publication (2012) 

Ruiz, J.P. and I.E. Grossmann
“A hierarchy of relaxations for nonlinear convex generalized disjunctive programming”
accepted in European Journal of Operations Research (2011). 

Ruiz, J.P. and I.E. Grossmann
“Using Convex Nonlinear Relaxations in the Global Optimization of Nonconvex Generalized Disjunctive Programs”
submitted for publication (2011). 

Ruiz, J.P. and I.E. Grossmann
“Using redundancy to strengthen the relaxation for the global optimization of MINLP”
submitted for publication (2010). 

Ruiz, J.P. and I.E. Grossmann
“Exploiting Vector Space Properties to Strengthen the Relaxation of Bilinear Programs Arising in the Global Optimization of Process Networks”
to appear in Optimization Letters (2010). 

Ruiz, J.P. and I.E. Grossmann
“Strengthening of Lower Bounds in the Global Optimization of Bilinear and Concave Generalized Disjunctive Programs”
submitted for publication (2009). 

RuizFemenia, R., A. Flores and I.E. Grossmann
"LogicBased OuterApproximation Algorithm for Solving DiscreteContinuous Dynamic Optimization Problems,"
submitted for publication (2013) 

Sawaya, N. and I.E. Grossmann
“Reformulations, Relaxations and Cutting Planes for Linear Generalized Disjunctive Programming”
submitted for publication (2008) 

Sawaya, N.W. and I.E. Grossmann
"Computational Implementation of NonLinear Convex Hull Reformulation"
Submitted for publication (2005) 

Sawaya, N.W. and Grossmann, I.E.
"A Cutting Plane Method for Solving Linear Generalized Disjunctive Programming Problems",
submitted for publication 

Severson, K., M. Martín and I.E. Grossmann
"Optimal biodiesel production using bioethanol: Towards process integration"
submitted for publication (2011). 

Sitter, S., Q. Chen and I.E. Grossmann
"An Overview of Process Intensification Methods"
to appear in Current Opinion in Chemical Engineering (2018). 

SomozaTornos, A., Q. Chen, M. Graellsa, A. Espuña, and I.E. Grossmann
"Modeling Framework for Joint Product and Process Synthesis with Material Recovery Opportunities"
to appear in ESCAPE30 proceedings (2020) 

Song, Y., B.C. Menezes, P. GarciaHerreros and I.E. Grossmann
"Scheduling and feed quality optimization of concentrate raw materials in the copper refining industry"
to appear in Industrial & Engineering Chemistry Research (2018). 

Su, L., L.Tang, I.E. Grossmann, Y. Huang
“Modeling and Optimization of Stochastic Scheduling for Refinery Processes”
submitted for publication (2022) 

Su, L., D.E. Bernal, I.E. Grossmann, L.Tang
“Modeling for Integrated Refinery Planning with Crudeoil Scheduling”
submitted for publication (2021) 

Su, L., L. Tang, I.E. Grossmann and D.E. Bernal “Improved quadratic cuts for convex mixedinteger nonlinear programs”
submitted for publication. 

Su, L. L. Tang and I.E. Grossmann,
"Scheduling of cracking production process with feedstocks and energy constraints,"
submitted for publication (2016) 

Su, L., L. Tang and I.E. Grossmann
"Computational Strategies for Improved MINLP Algorithms"
submitted for publication (2014) 

Taimbú, A, M. Martín and I.E. Grossmann
“Process Optimization for the hydrothermal production of algae fuels”
submitted for publication (2019). 

Tarhan, B., I.E. Grossmann and V. Goel
“Computational Strategies for Nonconvex Multistage MINLP Models with DecisionDependent Uncertainty and Gradual Uncertainty Resolution”
submitted for publication (2009). 

Tarhan, B., V. Goel and I.E. Grossmann
“A Multistage Stochastic Programming Approach for the Planning of Offshore Oil or Gas Field Infrastructure Under Decision Dependent Uncertainty”
to appear in Ind.Eng.Chem. Res. (2008) 

Tarhan, B. and I.E. Grossmann
"A Multistage Stochastic Programming Approach with Strategies for Uncertainty Reduction in the Synthesis of Process Networks with Uncertain Yields"
submitted for publication (2006) 

TerrazasMoreno, S., I.E. Grossmann and J.M. Wassick
"A MixedInteger Linear Programming Model for Optimizing the Scheduling and Assignment of Tank Farm operations"
submitted for publication (2011). 

TerrazasMoreno and I. E. Grossmann
“An efficient method for optimal design of largescale integrated chemical production sites with endogenous uncertainty”
submitted for publication (2011). 

TerrazasMoreno and I. E. Grossmann
“A multiscale decomposition method for the optimal planning and scheduling of multisite continuous multiproduct plants”
submitted for publication (2010). 

TerrazasMoreno, S., P. Trotter and I.E. Grossmann
“Temporal and spatial Lagrangean decompositions in multisite, multiperiod production planning problems with sequencedependent changeovers”
submitted for publication (2010). 

TerrazasMoreno, S., I.E. Grossmann, J. Wassick and S. Bury
“Optimal Design of Reliable Integrated Chemical Production Sites”
accepted for publication Computers & Chemical Engineering (2010). 

TerrazasMoreno, S., A. FloresTlacuahuac and I.E. Grossmann
“Simultaneous Design, Scheduling, and Optimal Control of a MethylMethacrylate Continuous Polymerization Reactor,”
submitted for publication. 

TerrazasMoreno,S., A. FloresTlacuahuac and I.E. Grossmann
“A
Lagrangean Heuristic Approach for the Simultaneous Cyclic Scheduling and Optimal Control of MultiGrade Polymerization Reactors”
submitted for publication (2006) 

TerrazasMoreno, S., A. FloresTlacuahuac and I.E. Grossmann
“Simultaneous Cyclic Scheduling and Optimal Control of MultiGrade Polymerization Reactors”
submitted for publication (2006) 

Thierry, D.M., A. FloresTlacahuac
"Simultaneous Optimal Design of MultiStage Organic Rankine Cycles and Working Fluid Mixtures for LowTemperature Heat Sources"
submitted for publication (2015) 

Torres, J.J., C. Li, R. M. Apap and I.E. Grossmann
"A Review on the Performance of Linear and Mixed Integer TwoStage Stochastic Programming Algorithms and Software"
submitted for publication (2019) 

Trespalacios, F. and I.E. Grossmann
"Lagrangean Relaxation of the HullReformulation of Linear Generalized Disjunctive Programs and its use in Disjunctive Branch and Bound"
submitted for publication (2015) 

Trespalacios, F. and I.E. Grossmann
"Cutting planes for improved global logicbased outer approximation for the synthesis of process networks,"
submitted for publication (2015). 

Trespalacios, F. and I.E. Grossmann
"Symmetry breaking generalized disjunctive formulation for the strip packing problem,"
submitted for publication (2015). 

Trespalacios, F. and I.E. Grossmann,
"Review of mixedinteger nonlinear and generalized disjunctive programming methods applications in Process Systems Engineering,"
submitted for publication (2014). 

Trespalacios, F. and I.E. Grossmann, "Cutting planes algorithm for convex Generalized Disjunctive Programs,"
submitted for publication (2014). 

Trespalacios, F. and I.E. Grossmann,
"Improved BigM Reformulation for Generalized Disjunctive programs,"
submitted for publication (2014). 

Trespalacios, F. and I.E. Grossmann
"Algorithmic approach for improved mixedinteger reformulations of convex Generalized Disjunctive Programs"
to appear in INFORMS Journal of Computing (2014) 

Trespalacios, F. and I.E. Grossmann
"Review of mixedinteger nonlinear and generalized disjunctive programming methods applications in Process Systems Engineering"
submitted for publication (2014) 

Trespalacios, F. and I.E. Grossmann
"Algorithmic approach for improved mixedinteger reformulations of convex Generalized Disjunctive Programs,"
submitted for publication (2013) 

Tristán, C., M. Fallanza, R. Ibanez, I. Ortiz and I.E. Grossmann
"A generalized disjunctive programming model for the optimal design of reverse electrodialysis process for salinity gradient based power generation"
submitted for publication (2022) 

Tristán, C., M. Fallanza, I. E. Grossmann, I. Ortiz and R. Ibáñez
"Generalized Disjunctive Programming Model for Optimization of Reverse Electrodialysis Process,"
to appear in Proceedings 14th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles. Lyngby, Denmark (2022). 

Vecchietti, A. and Grossmann, I.E
"Computational Experience with LOGMIP Solving Linear and Nonli near Disjunctive Programming Problems" 

Vecchietti, A., Lee, S., and Grossmann, I.E
"Modeling of Discrete/Continuous Optimization Problems: Characterization
and Formulation of Disjunctions and their Relaxations" 

Yáñez, M., A. Ortiz, B. Brunaud, I. E. Grossmann and I. Ortiz
"Contribution of Upcycling Surplus Hydrogen to Design a Sustainable Supply Chain: The Case Study of Northern Spain"
to appear in Appled Energy (2108). 

Yáñez, M., A. Ortiz, B. Brunaud, I. E. Grossmann and I. Ortiz
"Contribution of Upcycling Surplus Hydrogen to Design a Sustainable Supply Chain: The Case Study of Northern Spain"
to appear in Appled Energy (2108). 

Yang, H., D. E. Bernal, R.E. Franzoi, F.G. Engineer, K. Kwon, S. Leec, and I.E. Grossmann
"Integration of CrudeOil Scheduling and Refinery Planning by Lagrangean Decomposition",
submitted for publication (2019) 

Yang, X., Dong, H. and I.E. Grossmann
"A Framework for Synthesizing the Optimal Separation Process of Azeotropic Mixtures",


Yang, L., R. SalcedoDiaz and I.E. Grossmann
"Water Network Optimization with Wastewater Regeneration Models"
submitted for publication (2014) 

Yang, L., J. Manno and I.E. Grossmann
"Optimization Models for Shale GasWater Management"
to appear in AIChE J. (2014) 

Ye, Y., I. E. Grossmann, J. M. Pinto and S. Ramaswamy
“Integrated Optimization of Design, Storage sizing, and Maintenance Policy as a Markov Decision Process Considering Varying Failure Rates”
submitted (2020) 

Ye, Y, I.E. Grossmann, J.M. Pinto and S. Ramaswamy
“MINLP Model for Reliability Optimization of System Design and Maintenance Based on Markov Chain Representation”
to appear in ESCAPE30 proceedings (2020) 

Ye, Y., S. Ramaswamy, J.M. Pinto and I.E. Grossmann
“Integrated redundancy and storage design optimization for reliable ASU based on Markov Chain  a Game Theoretic Solution”
submitted for publication (2019). 

Ye, Y., I. E. Grossmann, J M. Pinto, S. Ramaswamy
“Integrated redundancy and storage design optimization for reliable ASU based on Markov Chain  A Game Theoretic Solution”
submitted for publication (2019). 

Ye, Y., I. E. Grossmann, J M. Pinto, S. Ramaswamy “Modeling for Reliability Optimization of System Design and Maintenance Based on Markov Chain Theory”
submitted for publication (2018). 

Ye, Y., I.,E. Grossmann, J. M. Pinto, S. Ramaswamy “Markov Chain MINLP Model for Reliability Optimization of System Design and Maintenance,”
submitted to PSE2018 (2017). 

Ye, Y., I.E. Grossmann and J.M. Pinto “Mixedinteger nonlinear programming models for optimal design of reliable chemical plants”
submitted for publication (2017). 

Ye, Y., I.E. Grossmann and J.M. Pinto
"MINLP models for optimal design of reliable chemical plants"
submitted to FOCAPO/CPC Conference, Tucson (2016). 

Yeomans, H. and Grossmann, I.E.
"Synthesis of Optimal Distillation Sequences for the Separation of Zeotropic Mixtures using Traybytray Models",
to appear in Proceedings of 5th. International Conference on Foundations of Computer Aided Design, Breckenridge, CO, (1999). 

Yongheng, J. and I. E. Grossmann
"Alternative mixedinteger linear programming models of a maritime inventory routing problem"
submitted for publication (2014) 

Yongheng, J., Rodriguez, M.A., I. Harjunkoski and I.E. Grossmann
"Optimal supply chain design and management over a multiperiod horizon under demand uncertainty. Part II: A Lagrangean decomposition algorithm"
submitted for publication (2013) 

You, F. and I.E. Grossmann
“Multicut Benders Decomposition Algorithm for Process Supply Chain Planning under Uncertainty”
submitted for publication (2011) 

You, F., J.M. Pinto, E. Capón, I.E. Grossmann, N. Arora and L. Megan,
“Optimal DistributionInventory Planning of Industrial Gases: I. Fast Computational Strategies for LargeScale Problems”
to appear in Ind. Eng Chem. Res. (2010). 

You, F., J.M. Pinto, I.E. Grossmann, N. Arora and L. Megan,
“Optimal DistributionInventory Planning of Industrial Gases: II. MINLP Models and Algorithms for Stochastic Cases”
to appear in Ind. Eng Chem. Res. (2010). 

You, F., I.E., Grossmann and J.M. Wassick,
“MultiSite Capacity, Production and Distribution Planning with Reactor Modifications: MILP Model, Bilevel Decomposition Algorithm vs. Lagrangean Decomposition Scheme”
to appear in Ind.Eng.Chem. Res. (2010). 

You, F. and I.E. Grossmann
“Balancing Responsiveness and Economics in
Process Supply Chain Design with MultiEchelon Stochastic Inventory”
accepted for publication, Computers and Chemical Engineering (2009). 

You, F. and I.E. Grossmann
“Stochastic Inventory Management for Tactical Process Planning under Uncertainties: MINLP Models and Algorithms”
accepted for publication, AIChE J (2010). 

You, F., P.M. Castro ands I.E. Grossmann
“Dinkelbach’s Algorithm as an Efficient Method for Solving a Class of MINLP Models for LargeScale Cyclic Scheduling Problems”
accepted for publication, Computers and Chemical Engineering (2009). 

You, F. and I.E. Grossmann
“Integrated MultiEchelon Supply Chain Design with Inventories under Uncertainty: MINLP Models and Computational Strategies”
submitted for publication (2008) 

You, F. and I.E. Grossmann
“Design of Responsive Process Supply Chains under Demand Uncertainty,”
submitted for publication (2007). 

You,F. and I.E. Grossmann
"Optimal Design and Operational Planning of Responsive Process Supply Chains"
to appear in Papageorgiou, L. and Georgiadis, M. (eds.) Supply Chain Optimization 

You,F. and I.E. Grossmann
"MixedInteger Nonlinear Programming Models and Algorithms for LargeScale Supply Chain Design with Stochastic Inventory Management"
to appear in I&EC Res. (2008). 

You,F., Wassick, J.M., and I.E. Grossmann
"Risk Management for a Global
Supply Chain Planning under Uncertainty: Models and Algorithms"
submitted for publication (2008). 

Zhang, Q., M. Martin and I.E. Grossmann
"Integrated design and operation of renewablesbased fuels and power production networks"
to appear in Computers & Chemical Engineering (2018). 

Zhang, Q., A.M. Bremen, I.E. Grossmann, A. Sundaramoorthy, J.M. Pinto, “LongTerm Electricity Procurement for Large Industrial Consumers Under Uncertainty,”
submitted for publication (2017). 

Zhang, Q., Martín, M., Grossmann, I.E., “Integrated design, planning, and scheduling of renewablesbased fuels and power production networks,”
Proceedings of the 27th European Symposium on Computer Aided Process Engineering – ESCAPE 27 (Eds: Espuna, Graells, Puigjaner), pp.18791884 (2017). 

Zhang, Q., A. Sundaramoorthy, I.E. Grossmann and J.M. Pinto,
"Multiscale Production Routing in Multicommodity Supply Chains with Complex Production Facilities,"
submitted for publication (2016). 

Zhang, Q. and I.E. Grossmann
"Planning and Scheduling for Industrial Demand Side Management: Advances and Challenges"
to appear in Alternative Energy Sources and Technologies (2015) 

Zhang, Q., M.F. Morari, I.E. Grossmann, A. Sundaramoorthy and Jose M. Pinto
"An adjustable robust optimization approach to scheduling of continuous industrial processes providing interruptible load"
accepted for publication in Computers & Chemical Engineering (2015) 

Zhang, Q., R.M. Lima and I.E. Grossmann "On the Relation between Flexibility Analysis and Robust Optimization for Linear Systems"
submitted for publication (2015) 

Zhang, Q., I.E. Grossmann, Arul Sundaramoorthy and J.M. Pinto
"A discretetime scheduling model for continuous powerintensive process networks with various power contracts,"
submitted for publication (2015). 

Zhang, Q., J.L. Cremer, I.E. Grossmann, Arul Sundaramoorthy and J.M. Pinto
"Riskbased integrated production scheduling and electricity procurement for continuous powerintensive processes,"
submitted for publication (2015). 

Zhang, Q., C.F. Heuberger, I.E. Grossmann, J.M. Pinto and A. Sundaramoorthy
"Air Separation with Cryogenic Energy Storage: Optimal Scheduling Considering Electric Energy and Reserve Market Participation,"
accepted for publication AIChE J. (2014). 

Zhang, Q., I.E. Grossmann, A. Sundaramoorthy and J.M. Pinto
"Datadriven construction of Convex Region Surrogate models"
submitted for publication (2014) 

Zhao,F., I. E. Grossmann, S. García Muñoz, and S.D. Stamatis
"Design Space Description through Adaptive Sampling and Symbolic Computation"
to appear in AIChE J. (2022). 

Zhao, F., Ochoa, M.P., S. GarcíaMuñoz, S. Stamatis and I.E. Grossmann
"Novel Formulations of Flexibility Index and Design Centering for Design Space Definition"
submitted for publication (2021) 

Zhao, F., I.E. Grossmann, S. GarciaMunoz and S.D. Stamatis
"Flexibility Index of BlackBox Models with Parameter Uncertainty through DerivativeFree Optimization"
to appear in AIChE J. (2020) 

Zhao, S, M. Paz Ochoa, L.Tang, I. Lotero, A. Gopalakrishnan, and I. E. Grossmann
"Novel Formulation for Optimal Schedule with Demand Side Management in Multiproduct Air Separation Processes"
submitted for publication (2018). 

Zhao, S., I.E. Grossmann and L. Tang,
“Integrated scheduling of rolling section in steel production with consideration of energy consumption under timeofuse electricity prices,”
submitted for publication (2017). 

Ziyatdinov, N.N., I.I. Emel’yanov, Q.Chen and I.E. Grossmann
“Method of Sequential Synthesis of Optimal Heat Exchanger Networks with Division of Material and Heat Streams” s
accepted for publication, Computers & Chemical Engineering (2020) 
