Ignacio E. Grossmann

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 96

Top Venues

Publications

Hongyu Zhang, Ignacio E. Grossmann, Asgeir Tomasgard
Decomposition methods for multi-horizon stochastic programming. Comput. Manag. Sci. 21 (1) (2024)
Victoria G. Achkar, Braulio Brunaud, Hector D. Perez, Rami Musa, Carlos A. Méndez, Ignacio E. Grossmann
Extensions to the guaranteed service model for industrial applications of multi-echelon inventory optimization. Eur. J. Oper. Res. 313 (1) (2024)
Valentina Negri, Daniel Vázquez, Ignacio E. Grossmann, Gonzalo Guillén-Gosálbez
A tailored decomposition approach for optimization under uncertainty of carbon removal technologies in the EU power system. Comput. Chem. Eng. 187 (2024)
Demian J. Presser, Diego C. Cafaro, Ignacio E. Grossmann, Pratik Misra, Sanjay Mehta
Mathematical programming model for the optimal management of carbon intensity indicators in global supply chains. Comput. Chem. Eng. 182 (2024)
David Esteban Bernal Neira, Ignacio E. Grossmann
Convex mixed-integer nonlinear programs derived from generalized disjunctive programming using cones. Comput. Optim. Appl. 88 (1) (2024)
Victoria G. Achkar, Braulio Brunaud, Rami Musa, Ignacio E. Grossmann
Efficient computational strategies for a mathematical programming model for multi-echelon inventory optimization based on the guaranteed-service approach. Comput. Chem. Eng. 182 (2024)
Robert E. Franzoi, Brenno C. Menezes, Jeffrey Dean Kelly, Jorge A. W. Gut, Ignacio E. Grossmann
Large-scale optimization of nonconvex MINLP refinery scheduling. Comput. Chem. Eng. 186 (2024)
Markus Drouven, Diego C. Cafaro, Ignacio E. Grossmann
Mathematical Programming Models for Shale Oil & Gas Development: A Review and Perspective. Comput. Chem. Eng. 177 (2023)
Sitoshna Jatty, Niharika Singh, Ignacio E. Grossmann, Leonardo Salsano de Assis, Christos Galanopoulos, Pablo García-Herreros, Bianca Springub, Nga Tran
Diagnosis of linear programming supply chain optimization models: Detecting infeasibilities and minimizing changes for new parameter values. Comput. Chem. Eng. 171 (2023)
Hector D. Perez, Shivank Joshi, Ignacio E. Grossmann
DisjunctiveProgramming.jl: Generalized Disjunctive Programming Models and Algorithms for JuMP. CoRR (2023)
C. Tristán, Marcos Fallanza, R. Ibáñez, Inmaculada Ortiz, Ignacio E. Grossmann
A generalized disjunctive programming model for the optimal design of reverse electrodialysis process for salinity gradient-based power generation. Comput. Chem. Eng. 174 (2023)
Hector D. Perez, Kyle C. Harshbarger, John M. Wassick, Ignacio E. Grossmann
Integrating information, financial, and material flows in a chemical supply chain. Comput. Chem. Eng. 178 (2023)
Seolhee Cho, Javier Tovar-Facio, Ignacio E. Grossmann
Disjunctive optimization model and algorithm for long-term capacity expansion planning of reliable power generation systems. Comput. Chem. Eng. 174 (2023)
Juan J. Torres, Can Li, Robert M. Apap, Ignacio E. Grossmann
A Review on the Performance of Linear and Mixed Integer Two-Stage Stochastic Programming Software. Algorithms 15 (4) (2022)
Seolhee Cho, Can Li, Ignacio E. Grossmann
Recent advances and challenges in optimization models for expansion planning of power systems and reliability optimization. Comput. Chem. Eng. 165 (2022)
Akash Moolya, Alejandro Rodríguez-Martínez, Ignacio E. Grossmann
Optimal producer well placement and multiperiod production scheduling using surrogate modeling. Comput. Chem. Eng. 165 (2022)
David E. Bernal, Zedong Peng, Jan Kronqvist, Ignacio E. Grossmann
Alternative regularizations for Outer-Approximation algorithms for convex MINLP. J. Glob. Optim. 84 (4) (2022)
Hector D. Perez, John M. Wassick, Ignacio E. Grossmann
A digital twin framework for online optimization of supply chain business processes. Comput. Chem. Eng. 166 (2022)
Fei Zhao, Maria Paz Ochoa, Ignacio E. Grossmann, Salvador García Muñoz, Stephen Stamatis
Novel formulations of flexibility index and design centering for design space definition. Comput. Chem. Eng. 166 (2022)
Can Li, Antonio J. Conejo, Peng Liu, Benjamin P. Omell, John D. Siirola, Ignacio E. Grossmann
Mixed-integer linear programming models and algorithms for generation and transmission expansion planning of power systems. Eur. J. Oper. Res. 297 (3) (2022)
Ying Chen, Yixin Ye, Zhihong Yuan, Ignacio E. Grossmann, Bingzhen Chen
Integrating stochastic programming and reliability in the optimal synthesis of chemical processes. Comput. Chem. Eng. 157 (2022)
Qi Chen, Yunshan Liu, Grant Seastream, John D. Siirola, Ignacio E. Grossmann
Pyosyn: A new framework for conceptual design modeling and optimization. Comput. Chem. Eng. 153 (2021)
Maria Paz Ochoa, Salvador García Muñoz, Stephen Stamatis, Ignacio E. Grossmann
Novel flexibility index formulations for the selection of the operating range within a design space. Comput. Chem. Eng. 149 (2021)
Hongyu Zhang, Asgeir Tomasgard, Brage Rugstad Knudsen, Harald G. Svendsen, Steffen J. Bakker, Ignacio E. Grossmann
Modelling and analysis of offshore energy hubs. CoRR (2021)
Cristina Elsido, Emanuele Martelli, Ignacio E. Grossmann
Multiperiod optimization of heat exchanger networks with integrated thermodynamic cycles and thermal storages. Comput. Chem. Eng. 149 (2021)
Leonardo Salsano de Assis, Eduardo Camponogara, Ignacio E. Grossmann
A MILP-based clustering strategy for integrating the operational management of crude oil supply. Comput. Chem. Eng. 145 (2021)
Hector Alejandro Pedrozo, Sabrina Belen Rodriguez Reartes, Aldo R. Vecchietti, María Soledad Díaz, Ignacio E. Grossmann
Optimal design of ethylene and propylene coproduction plants with generalized disjunctive programming and state equipment network models. Comput. Chem. Eng. 149 (2021)
Hector D. Perez, Satyajith Amaran, Esra Erisen, John M. Wassick, Ignacio E. Grossmann
Optimization of extended business processes in digital supply chains using mathematical programming. Comput. Chem. Eng. 152 (2021)
Hector Alejandro Pedrozo, Sabrina Belen Rodriguez Reartes, David E. Bernal, Aldo R. Vecchietti, María Soledad Díaz, Ignacio E. Grossmann
Hybrid model generation for superstructure optimization with Generalized Disjunctive Programming. Comput. Chem. Eng. 154 (2021)
Pengfei Cheng, Pablo García-Herreros, Mangalam Lalpuria, Ignacio E. Grossmann
Optimal scheduling of copper concentrate operations under uncertainty. Comput. Chem. Eng. 140 (2020)
Maria Paz Ochoa, Ignacio E. Grossmann
Novel MINLP formulations for flexibility analysis for measured and unmeasured uncertain parameters. Comput. Chem. Eng. 135 (2020)
Christian D. Hubbs, Hector D. Perez, Owais Sarwar, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick
OR-Gym: A Reinforcement Learning Library for Operations Research Problem. CoRR (2020)
Diego C. Cafaro, Ignacio E. Grossmann
Strengthening discrete-time scheduling formulations by introducing the concept of campaigns. Comput. Chem. Eng. 143 (2020)
Christian D. Hubbs, Can Li, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick
A deep reinforcement learning approach for chemical production scheduling. Comput. Chem. Eng. 141 (2020)
Jan Kronqvist, David E. Bernal, Ignacio E. Grossmann
Using regularization and second order information in outer approximation for convex MINLP. Math. Program. 180 (1) (2020)
Luca Mencarelli, Qi Chen, Alexandre Pagot, Ignacio E. Grossmann
A review on superstructure optimization approaches in process system engineering. Comput. Chem. Eng. 136 (2020)
Kevin C. Furman, Nicolas W. Sawaya, Ignacio E. Grossmann
A computationally useful algebraic representation of nonlinear disjunctive convex sets using the perspective function. Comput. Optim. Appl. 76 (2) (2020)
Yixin Ye, Ignacio E. Grossmann, José Mauricio Pinto, Sivaraman Ramaswamy
Corrigendum to "Mixed-integer nonlinear programming models for optimal design of reliable chemical plants" [Computers & Chemical Engineering 116 (2018) 3-16]. Comput. Chem. Eng. 133 (2020)
Nadir N. Ziyatdinov, Ilya I. Emel'yanov, Qi Chen, Ignacio E. Grossmann
Optimal heat exchanger network synthesis by sequential splitting of process streams. Comput. Chem. Eng. 142 (2020)
Hector Alejandro Pedrozo, Sabrina Belen Rodriguez Reartes, Qi Chen, María Soledad Díaz, Ignacio E. Grossmann
Surrogate-model based MILP for the optimal design of ethylene production from shale gas. Comput. Chem. Eng. 141 (2020)
Haokun Yang, David E. Bernal, Robert E. Franzoi, Faramroze G. Engineer, Kysang Kwon, Sechan Lee, Ignacio E. Grossmann
Integration of crude-oil scheduling and refinery planning by Lagrangean Decomposition. Comput. Chem. Eng. 138 (2020)
Teemu J. Ikonen, Hossein Mostafaei, Yixin Ye, David E. Bernal, Ignacio E. Grossmann, Iiro Harjunkoski
Large-scale selective maintenance optimization using bathtub-shaped failure rates. Comput. Chem. Eng. 139 (2020)
Braulio Brunaud, Hector D. Perez, Satyajith Amaran, Scott J. Bury, John M. Wassick, Ignacio E. Grossmann
Batch scheduling with quality-based changeovers. Comput. Chem. Eng. 132 (2020)
David E. Bernal, Stefan Vigerske, Francisco Trespalacios, Ignacio E. Grossmann
Improving the performance of DICOPT in convex MINLP problems using a feasibility pump. Optim. Methods Softw. 35 (1) (2020)
Yixin Ye, Ignacio E. Grossmann, José Mauricio Pinto, Sivaraman Ramaswamy
Integrated optimization of design, storage sizing, and maintenance policy as a Markov decision process considering varying failure rates. Comput. Chem. Eng. 142 (2020)
Cristiana L. Lara, David E. Bernal, Can Li, Ignacio E. Grossmann
Global optimization algorithm for multi-period design and planning of centralized and distributed manufacturing networks. Comput. Chem. Eng. 127 (2019)
Ian T. Cameron, Sebastian Engell, Christos Georgakis, Norbert Asprion, Dominique Bonvin, Furong Gao, Dimitrios I. Gerogiorgis, Ignacio E. Grossmann, Sandro Macchietto, Heinz A. Preisig, Brent R. Young
Education in Process Systems Engineering: Why it matters more than ever and how it can be structured. Comput. Chem. Eng. 126 (2019)
Abigail Ondeck, Markus Drouven, Nathan Blandino, Ignacio E. Grossmann
Multi-system shale gas supply chain planning with development and resource arrangements. Comput. Chem. Eng. 127 (2019)
Pedro M. Castro, Iiro Harjunkoski, Ignacio E. Grossmann
Discrete and continuous-time formulations for dealing with break periods: Preemptive and non-preemptive scheduling. Eur. J. Oper. Res. 278 (2) (2019)
Cristina Elsido, Emanuele Martelli, Ignacio E. Grossmann
A bilevel decomposition method for the simultaneous heat integration and synthesis of steam/organic Rankine cycles. Comput. Chem. Eng. 128 (2019)
Yixin Ye, Ignacio E. Grossmann, José Mauricio Pinto, Sivaraman Ramaswamy
Modeling for reliability optimization of system design and maintenance based on Markov chain theory. Comput. Chem. Eng. 124 (2019)
Ignacio E. Grossmann, Iiro Harjunkoski
Process systems Engineering: Academic and industrial perspectives. Comput. Chem. Eng. 126 (2019)
E. Soraya Rawlings, Qi Chen, Ignacio E. Grossmann, José Antonio Caballero
Kaibel column: Modeling, optimization, and conceptual design of multi-product dividing wall columns. Comput. Chem. Eng. 125 (2019)
Ignacio E. Grossmann
Optimization and management in manufacturing engineering: resource collaborative optimization and management through the internet of things. Optim. Methods Softw. 34 (1) (2019)
Can Li, Ignacio E. Grossmann
A finite ϵ -convergence algorithm for two-stage stochastic convex nonlinear programs with mixed-binary first and second-stage variables. J. Glob. Optim. 75 (4) (2019)
Leonardo Salsano de Assis, Eduardo Camponogara, Brenno C. Menezes, Ignacio E. Grossmann
An MINLP formulation for integrating the operational management of crude oil supply. Comput. Chem. Eng. 123 (2019)
Abigail Ondeck, Markus Drouven, Nathan Blandino, Ignacio E. Grossmann
Multi-operational planning of shale gas pad development. Comput. Chem. Eng. 126 (2019)
Can Li, Ignacio E. Grossmann
A generalized Benders decomposition-based branch and cut algorithm for two-stage stochastic programs with nonconvex constraints and mixed-binary first and second stage variables. J. Glob. Optim. 75 (2) (2019)
Qi Zhang, Mariano Martín, Ignacio E. Grossmann
Integrated design and operation of renewables-based fuels and power production networks. Comput. Chem. Eng. 122 (2019)
Pedro M. Castro, Ignacio E. Grossmann, Qi Zhang
Expanding scope and computational challenges in process scheduling. Comput. Chem. Eng. 114 (2018)
Can Li, Ignacio E. Grossmann
An improved L-shaped method for two-stage convex 0-1 mixed integer nonlinear stochastic programs. Comput. Chem. Eng. 112 (2018)
Natalia Quirante, Ignacio E. Grossmann, José Antonio Caballero
Disjunctive model for the simultaneous optimization and heat integration with unclassified streams and area estimation. Comput. Chem. Eng. 108 (2018)
Lijie Su, Lixin Tang, David E. Bernal, Ignacio E. Grossmann
Improved quadratic cuts for convex mixed-integer nonlinear programs. Comput. Chem. Eng. 109 (2018)
Yixin Ye, Ignacio E. Grossmann, José Mauricio Pinto
Mixed-integer nonlinear programming models for optimal design of reliable chemical plants. Comput. Chem. Eng. 116 (2018)
Shengnan Zhao, Ignacio E. Grossmann, Lixin Tang
Integrated scheduling of rolling sector in steel production with consideration of energy consumption under time-of-use electricity prices. Comput. Chem. Eng. 111 (2018)
Cristiana L. Lara, Francisco Trespalacios, Ignacio E. Grossmann
Global optimization algorithm for capacitated multi-facility continuous location-allocation problems. J. Glob. Optim. 71 (4) (2018)
Cristiana L. Lara, Dharik S. Mallapragada, Dimitri J. Papageorgiou, Aranya Venkatesh, Ignacio E. Grossmann
Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm. Eur. J. Oper. Res. 271 (3) (2018)
Ignacio E. Grossmann, Efstratios N. Pistikopoulos
Professor Christodoulos A. Floudas (1959-2016). Comput. Chem. Eng. 116 (2018)
Braulio Brunaud, Matthew H. Bassett, Anshul Agarwal, John M. Wassick, Ignacio E. Grossmann
Efficient formulations for dynamic warehouse location under discrete transportation costs. Comput. Chem. Eng. 111 (2018)
Qi Zhang, Arul Sundaramoorthy, Ignacio E. Grossmann, José Mauricio Pinto
Multiscale production routing in multicommodity supply chains with complex production facilities. Comput. Oper. Res. 79 (2017)
Natalia Quirante, José Antonio Caballero, Ignacio E. Grossmann
A novel disjunctive model for the simultaneous optimization and heat integration. Comput. Chem. Eng. 96 (2017)
Carlos Florensa, Pablo García-Herreros, Pratik Misra, Erdem Arslan, Sanjay Mehta, Ignacio E. Grossmann
Capacity planning with competitive decision-makers: Trilevel MILP formulation, degeneracy, and solution approaches. Eur. J. Oper. Res. 262 (2) (2017)
Mariano Martín, Ignacio E. Grossmann
to methanol. Comput. Chem. Eng. 105 (2017)
Francisco Trespalacios, Ignacio E. Grossmann
Symmetry breaking for generalized disjunctive programming formulation of the strip packing problem. Ann. Oper. Res. 258 (2) (2017)
Zhi Qian, Qi Chen, Ignacio E. Grossmann
Optimal synthesis of rotating packed bed reactor. Comput. Chem. Eng. 105 (2017)
Juan P. Ruiz, Ignacio E. Grossmann
Global optimization of non-convex generalized disjunctive programs: a review on reformulations and relaxation techniques. J. Glob. Optim. 67 (1-2) (2017)
Robert M. Apap, Ignacio E. Grossmann
Models and computational strategies for multistage stochastic programming under endogenous and exogenous uncertainties. Comput. Chem. Eng. 103 (2017)
Leonardo Salsano de Assis, Eduardo Camponogara, Bernardo Zimberg, Enrique D. Ferreira, Ignacio E. Grossmann
A piecewise McCormick relaxation-based strategy for scheduling operations in a crude oil terminal. Comput. Chem. Eng. 106 (2017)
Ricardo M. Lima, Ignacio E. Grossmann
On the solution of nonconvex cardinality Boolean quadratic programming problems: a computational study. Comput. Optim. Appl. 66 (1) (2017)
Pablo García-Herreros, Anshul Agarwal, John M. Wassick, Ignacio E. Grossmann
Optimizing inventory policies in process networks under uncertainty. Comput. Chem. Eng. 92 (2016)
Francisco Trespalacios, Ignacio E. Grossmann
Cutting Plane Algorithm for Convex Generalized Disjunctive Programs. INFORMS J. Comput. 28 (2) (2016)
Qi Zhang, Michael F. Morari, Ignacio E. Grossmann, Arul Sundaramoorthy, José Mauricio Pinto
An adjustable robust optimization approach to scheduling of continuous industrial processes providing interruptible load. Comput. Chem. Eng. 86 (2016)
Pablo A. Marchetti, Miguel A. Zamarripa, Juan A. Reyes-Labarta, Ignacio E. Grossmann, Wiley Bucey, Rita A. Majewski
Optimal planning and feedstock-mix selection for multiproduct polymer production. Comput. Chem. Eng. 95 (2016)
Qi Zhang, Arul Sundaramoorthy, Ignacio E. Grossmann, José Mauricio Pinto
A discrete-time scheduling model for continuous power-intensive process networks with various power contracts. Comput. Chem. Eng. 84 (2016)
Francisco Trespalacios, Ignacio E. Grossmann
Lagrangean relaxation of the hull-reformulation of linear generalized disjunctive programs and its use in disjunctive branch and bound. Eur. J. Oper. Res. 253 (2) (2016)
Irene Lotero, Francisco Trespalacios, Ignacio E. Grossmann, Dimitri J. Papageorgiou, Myun-Seok Cheon
An MILP-MINLP decomposition method for the global optimization of a source based model of the multiperiod blending problem. Comput. Chem. Eng. 87 (2016)
Pablo García-Herreros, Lei Zhang, Pratik Misra, Erdem Arslan, Sanjay Mehta, Ignacio E. Grossmann
Mixed-integer bilevel optimization for capacity planning with rational markets. Comput. Chem. Eng. 86 (2016)
Miguel Angel Gutiérrez-Limón, Antonio Flores-Tlacuahuac, Ignacio E. Grossmann
A reactive optimization strategy for the simultaneous planning, scheduling and control of short-period continuous reactors. Comput. Chem. Eng. 84 (2016)
Pedro Amorim, Eduardo Curcio, Bernardo Almada-Lobo, Ana Paula F. D. Barbosa-Póvoa, Ignacio E. Grossmann
Supplier selection in the processed food industry under uncertainty. Eur. J. Oper. Res. 252 (3) (2016)
Lijie Su, Lixin Tang, Ignacio E. Grossmann
Scheduling of cracking production process with feedstocks and energy constraints. Comput. Chem. Eng. 94 (2016)
Francisco Trespalacios, Ignacio E. Grossmann
Cutting planes for improved global logic-based outer-approximation for the synthesis of process networks. Comput. Chem. Eng. 90 (2016)
David M. Thierry, Antonio Flores-Tlacuahuac, Ignacio E. Grossmann
Simultaneous optimal design of multi-stage organic Rankine cycles and working fluid mixtures for low-temperature heat sources. Comput. Chem. Eng. 89 (2016)
Sumit Mitra, Pablo García-Herreros, Ignacio E. Grossmann
A cross-decomposition scheme with integrated primal-dual multi-cuts for two-stage stochastic programming investment planning problems. Math. Program. 157 (1) (2016)
Ignacio E. Grossmann, Robert M. Apap, Bruno A. Calfa, Pablo García-Herreros, Qi Zhang
Recent advances in mathematical programming techniques for the optimization of process systems under uncertainty. Comput. Chem. Eng. 91 (2016)
Qi Zhang, Jochen L. Cremer, Ignacio E. Grossmann, Arul Sundaramoorthy, José Mauricio Pinto
Risk-based integrated production scheduling and electricity procurement for continuous power-intensive processes. Comput. Chem. Eng. 86 (2016)
Michele Corbetta, Ignacio E. Grossmann, Flavio Manenti
Process simulator-based optimization of biorefinery downstream processes under the Generalized Disjunctive Programming framework. Comput. Chem. Eng. 88 (2016)
Bruno A. Calfa, Ignacio E. Grossmann
Optimal procurement contract selection with price optimization under uncertainty for process networks. Comput. Chem. Eng. 82 (2015)
Bruno A. Calfa, Ignacio E. Grossmann, Anshul Agarwal, Scott J. Bury, John M. Wassick
Data-driven individual and joint chance-constrained optimization via kernel smoothing. Comput. Chem. Eng. 78 (2015)
Francisco Trespalacios, Ignacio E. Grossmann
Improved Big-M reformulation for generalized disjunctive programs. Comput. Chem. Eng. 76 (2015)
Francisco Trespalacios, Ignacio E. Grossmann
Algorithmic Approach for Improved Mixed-Integer Reformulations of Convex Generalized Disjunctive Programs. INFORMS J. Comput. 27 (1) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ignacio E. Grossmann