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

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

Agarwal, A. and Grossmann, I.E.
"Optimization of Linear Coupled Component Automata,"
submitted for publication (2006). 

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). 

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). 

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

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" 

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) 

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. 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). 

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, 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). 

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). 

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). 

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) 

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) 

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., 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 "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). 

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). 

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. 

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) 

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 

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) 

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, 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., 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). 

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). 

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. 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). 

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 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) 

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) 

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) 

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). 

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

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,”
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). 

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

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) 

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) 

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" 

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) 

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., J.L. Cremer, 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) 

