A Mixed-Integer Linear Programming Formulation for Optimizing Multi-Scale Material and Energy Integration

This research presents a mathematical formulation for optimizing integration of complex industrial systems from the level of unit operations to processes, entire plants, and finally to considering industrial symbiosis opportunities between plants. The framework is constructed using mixed-integer linear programming (MILP) which exhibits rapid conversion and a global optimum with well-defined solution methods. The framework builds upon previous efforts in process integration and considers materials and energy with thermodynamic constraints imposed by formulating the heat cascade within the MILP. The model and method which form the fundamentals of process integration problems are presented, considering exchange restrictions and problem formulation across multiple time-scales to provide flexibility in solving complex design, planning, and operational problems. The work provides the fundamental problem formulation, which has not been previously presented in a comprehensive way, to provide the basis for future work, where many process integration elements can be appended to the formulation. A case study is included to demonstrate the capabilities and results for a simple, fictional, example though the framework and method are broadly applicable across scale, time, and plant complexity.

[1]  François Maréchal,et al.  Targeting industrial heat pump integration in multi-period problems , 2012 .

[2]  G. T. Polley,et al.  A Simple Methodology for the Design of Water Networks Handling Single Contaminants , 1997 .

[3]  François Maréchal,et al.  Optimal Design of Heat-Integrated Water Allocation Networks , 2019, Energies.

[4]  François Maréchal,et al.  Optimal design of solar-assisted industrial processes considering heat pumping: Case study of a dairy , 2017, Renewable Energy.

[5]  Helen Carla Becker Methodology and Thermo-Economic Optimization for Integration of Industrial Heat Pumps , 2012 .

[6]  Serge Domenech,et al.  Optimization methods applied to the design of eco-industrial parks: a literature review , 2015 .

[7]  Vincent Lemort,et al.  Pure and Pseudo-pure Fluid Thermophysical Property Evaluation and the Open-Source Thermophysical Property Library CoolProp , 2014, Industrial & engineering chemistry research.

[8]  Denny K. S. Ng,et al.  Optimal planning, design and synthesis of symbiotic bioenergy parks , 2015 .

[9]  Mahmoud M. El-Halwagi,et al.  Synthesis of mass exchange networks , 1989 .

[10]  Bodo Linnhoff,et al.  Total site targets for fuel, co-generation, emissions, and cooling , 1993 .

[11]  Efstratios N. Pistikopoulos,et al.  Advances in Energy Systems Engineering , 2011 .

[12]  Maréchal François,et al.  Synep1 : A methodology for energy integration and optimal heat exchanger network synthesis , 1989 .

[13]  Jakob Rager,et al.  Urban Energy System Design from the Heat Perspective using mathematical Programming including thermal Storage , 2015 .

[14]  Nasibeh Pouransari Towards practical solutions for energy efficiency of large-scale industrial sites , 2015 .

[15]  Ali Elkamel,et al.  Generalized mixed-integer nonlinear programming modeling of eco-industrial networks to reduce cost and emissions , 2015 .

[16]  G. Towler,et al.  Refinery hydrogen management: Cost analysis of chemically-integrated facilities , 1996 .

[17]  François Maréchal,et al.  Targeting the integration of multi-period utility systems for site scale process integration , 2003 .

[18]  François Maréchal,et al.  Heat pump integration in a cheese factory , 2011 .

[19]  Damien Muller Web-based tools for energy management in large companies applied to food industry , 2007 .

[20]  Samuel Henchoz,et al.  Potential of refrigerant based district heating and cooling networks , 2016 .

[21]  Luc Girardin A GIS-based Methodology for the Evaluation of Integrated Energy Systems in Urban Area , 2012 .

[22]  B. Linnhoff,et al.  The pinch design method for heat exchanger networks , 1983 .

[23]  N. Jacobsen Industrial Symbiosis in Kalundborg, Denmark: A Quantitative Assessment of Economic and Environmental Aspects , 2006 .

[24]  Markus Kraft,et al.  Quantitative tools for cultivating symbiosis in industrial parks; a literature review , 2015 .

[25]  Christodoulos A. Floudas,et al.  Heat exchanger network synthesis without decomposition , 1991 .

[26]  Frederic P. Miller,et al.  Lua (programming language) , 2009 .

[27]  François Maréchal,et al.  Generic superstructure synthesis of organic Rankine cycles for waste heat recovery in industrial processes , 2018 .

[28]  François Maréchal,et al.  Targeting the optimal integration of steam networks: Mathematical tools and methodology , 1999 .

[29]  J. Sandfort The Heat Pump , 1951 .

[30]  Jiří Jaromír Klemeš,et al.  Forty years of Heat Integration: Pinch Analysis (PA) and Mathematical Programming (MP) , 2013 .

[31]  Shizuka Hashimoto,et al.  Realizing CO2 emission reduction through industrial symbiosis: A cement production case study for Kawasaki , 2010 .

[32]  Brian W. Kernighan,et al.  AMPL: A Modeling Language for Mathematical Programming , 1993 .

[33]  Stefano Moret,et al.  Strategic energy planning for large-scale energy systems: A modelling framework to aid decision-making , 2015 .

[34]  Jose B. Cruz,et al.  Bi-level fuzzy optimization approach for water exchange in eco-industrial parks , 2010 .

[35]  G. Towler,et al.  Analysis of Refinery Hydrogen Distribution Systems , 2002 .

[36]  Viknesh Andiappan,et al.  State-Of-The-Art Review of Mathematical Optimisation Approaches for Synthesis of Energy Systems , 2017 .

[37]  François Maréchal,et al.  Targeting the minimum cost of energy requirements: A new graphical technique for evaluating the integration of utility systems , 1996 .

[38]  François Maréchal,et al.  A Heat Load Distribution Method for Retrofitting Heat Exchanger Networks , 2018 .

[39]  François Maréchal,et al.  Methodology for the optimal thermo-economic, multi-objective design of thermochemical fuel production from biomass , 2009, Comput. Chem. Eng..

[40]  Ivan Kantor,et al.  An Optimisation Approach for Long-Term Industrial Investment Planning , 2019 .

[41]  Petar Sabev Varbanov,et al.  Optimisation and process design tools for cleaner production , 2020 .

[42]  M. Reed OPTIMISATION APPROACH , 2014 .

[43]  Ignacio E. Grossmann,et al.  A structural optimization approach in process synthesis—I: Utility systems , 1983 .

[44]  Laurent Gabriel Stéphane Bungener Energy Efficiency and Integration in the Refining and Petrochemical Industries , 2016 .

[45]  François Maréchal,et al.  Energy integration of CO2 networks and power to gas for emerging energy autonomous cities in Europe , 2018, Energy.

[46]  Geoffrey Basil Leyland,et al.  Multi-objective optimisation applied to industrial energy problems , 2002 .

[47]  Michel Bierlaire,et al.  Characterization of input uncertainties in strategic energy planning models , 2017 .

[48]  Guillermo Valenzuela-Venegas,et al.  Design of sustainable and resilient eco-industrial parks: Planning the flows integration network through multi-objective optimization , 2020 .

[49]  Enrico Zio,et al.  A methodological framework for Eco-Industrial Park design and optimization , 2016 .

[50]  Stefano Moret,et al.  Integration of deep geothermal energy and woody biomass conversion pathways in urban systems , 2016 .

[51]  Jun Zhang,et al.  Stochastic optimization of sustainable industrial symbiosis based hybrid generation bioethanol supply chains , 2015, Comput. Ind. Eng..

[52]  François Maréchal,et al.  A Holistic Methodology for Optimizing Industrial Resource Efficiency , 2019, Energies.

[53]  François Maréchal,et al.  Optimal heat pump integration in industrial processes , 2018, Applied Energy.

[54]  Robin Smith,et al.  Cooling water system design , 2001 .

[55]  E. Hohmann Optimum networks for heat exchange , 1999 .

[56]  Raffaele Bolliger Méthodologie de la synthèse des systèmes énergétiques industriels , 2010 .

[57]  Ralph W. Pike,et al.  THE HEAT EXCHANGER NETWORK , 2001 .

[58]  François Maréchal,et al.  OsmoseLua – An Integrated Approach to Energy Systems Integration with LCIA and GIS , 2015 .

[59]  Jianping Li,et al.  Process Integration Using Block Superstructure , 2018 .

[60]  François Maréchal,et al.  Framework for the Multiperiod Sequential Synthesis of Heat Exchanger Networks with Selection, Design, and Scheduling of Multiple Utilities , 2016 .

[61]  Ignacio E. Grossmann,et al.  A structural optimization approach in process synthesis. II: Heat recovery networks , 1983 .

[62]  François Maréchal,et al.  Identification of the optimal pressure levels in steam networks using integrated combined heat and power method , 1997 .