A fuzzy mixed‐integer linear programming model for optimal design of polygeneration systems with cyclic loads

Polygeneration plants are composed of integrated processes which produce multiple energy and material products simultaneously. Their inherent efficiency generally results in reduced emissions and environmental impacts compared to stand-alone systems. However, rigorous mathematical modeling approaches need to be used for the synthesis of such systems. In this work, a fuzzy mixed-integer linear programming (FMILP) model is proposed for the optimal design of a polygeneration plant with cyclic loads. A hypothetical but realistic polygeneration system case study is then solved to illustrate the applicability of the developed model. Results show that to accommodate varying cyclic loads, the optimal design of the polygeneration plant will require a storage tank. © 2016 American Institute of Chemical Engineers Environ Prog, 35: 1105–1112, 2016

[1]  Cheng-Liang Chen,et al.  A mathematical technique for hybrid power system design with energy loss considerations , 2014 .

[2]  Dimitrios I. Gerogiorgis,et al.  Modeling and optimization of polygeneration energy systems , 2007 .

[3]  Luis M. Serra,et al.  Operational strategy and marginal costs in simple trigeneration systems , 2009 .

[4]  G. Andersson,et al.  Towards multi-source multi-product energy systems , 2007 .

[5]  Denny K. S. Ng,et al.  Optimal operational adjustment in multi-functional energy systems in response to process inoperability , 2013 .

[6]  H. Zimmermann.  Fuzzy programming and linear programming with several objective functions , 1978 .

[7]  Denny K. S. Ng,et al.  A Systematic Approach for Optimization of an Algal Biorefinery Using Fuzzy Linear Programming , 2012 .

[8]  Andrea Luigi Facci,et al.  Analysis of the influence of Thermal Energy Storage on the Optimal Management of a Trigeneration Plant , 2014 .

[9]  Chris Marnay,et al.  Modeling of Thermal Storage Systems in MILP Distributed Energy Resource Models , 2015 .

[10]  Denny K. S. Ng,et al.  Robust Optimization for Process Synthesis and Design of Multifunctional Energy Systems with Uncertainties , 2014 .

[11]  Efstratios N. Pistikopoulos,et al.  A mixed-integer optimization approach for polygeneration energy systems design , 2009, Comput. Chem. Eng..

[12]  Luis M. Serra,et al.  Polygeneration and efficient use of natural resources , 2009 .

[13]  Denny K. S. Ng,et al.  Synthesis and optimisation of biomass-based tri-generation systems with reliability aspects , 2015 .

[14]  J. J. Klemeš,et al.  An algebraic approach to identifying bottlenecks in linear process models of multifunctional energy systems , 2012, Theoretical Foundations of Chemical Engineering.

[15]  Petar Sabev Varbanov,et al.  P-graph methodology for cost-effective reduction of carbon emissions involving fuel cell combined cycles , 2008, 2011 Fourth International Conference on Modeling, Simulation and Applied Optimization.

[16]  Raymond R. Tan,et al.  A fuzzy multiple-objective approach to the optimization of bioenergy system footprints , 2009 .

[17]  D. Ng,et al.  Systematic Approach for Synthesis of Integrated Palm Oil Processing Complex. Part 1: Single Owner , 2013 .

[18]  Luis M. Serra,et al.  Geographic evaluation of trigeneration systems in the tertiary sector. Effect of climatic and electricity supply conditions , 2011 .

[19]  Rafiqul Gani,et al.  Optimal design of a multi-product biorefinery system , 2011, Comput. Chem. Eng..

[20]  Goran Strbac,et al.  A MILP model for optimising multi-service portfolios of distributed energy storage , 2015 .

[21]  Luis Serra,et al.  Modeling simple trigeneration systems for the distribution of environmental loads , 2012, Environ. Model. Softw..

[22]  Denny K. S. Ng,et al.  Synthesis of Biomass-based Trigeneration Systems with Uncertainties , 2014 .

[23]  Luis M. Serra,et al.  Structure optimization of energy supply systems in tertiary sector buildings , 2009 .

[24]  L. Serra,et al.  Allocation of economic costs in trigeneration systems at variable load conditions , 2011 .

[25]  Denny K. S. Ng,et al.  A hybrid optimisation model for the synthesis of sustainable gasification-based integrated biorefinery , 2012 .

[26]  Raymond R. Tan,et al.  Simultaneous carbon footprint allocation and design of trigeneration plants using fuzzy fractional programming , 2013, Clean Technologies and Environmental Policy.

[27]  Subbu Sethuvenkatraman,et al.  A review of thermal energy storage technologies and control approaches for solar cooling , 2015 .

[28]  Carlos Rubio-Maya,et al.  Design optimization of a polygeneration plant fuelled by natural gas and renewable energy sources , 2011 .

[29]  Denny K. S. Ng,et al.  Fuzzy mixed-integer linear programming model for optimizing a multi-functional bioenergy system with biochar production for negative carbon emissions , 2014, Clean Technologies and Environmental Policy.

[30]  Guizhou Ren,et al.  Review of electrical energy storage system for vehicular applications , 2015 .

[31]  Mahmoud M. El-Halwagi,et al.  Multi-Regional Multi-Objective Optimization of an Algal Biofuel Polygeneration Supply Chain With Fuzzy Mathematical Programming , 2014 .