Synthesis and dual-objective optimization of industrial combined heat and power plants compromising the water–energy nexus

Water and energy are inextricably linked in various industrial applications. In a Rankine cycle-based combined heat and power plant, water is used as a working fluid for power generation and as a heat carrier. The water used as heat carrier is typically incompletely recovered. Therefore, a considerable amount of make-up water is required. Energy-intensive water treatment technologies are typically used given the strict quality requirements for boiler feed water. Thus, a systematic approach is required for the synthesis and optimization of water desalination and energy conversion processes. In this study, a novel water desalination system that couples thermal membrane distillation and reverse osmosis is proposed. A water–energy integration system that features strong nexus of water and energy is then developed. A dual-objective mathematical model is also formulated for the thermodynamic analysis and optimization of the novel system to minimize fuel and freshwater consumption. Furthermore, a case study is elaborated to validate the proposed novel integration system and optimization methodology. A sensitivity analysis of the key parameters on the performance of the novel system is also conducted. The water consumption objective optimization results show that the freshwater consumption of the proposed novel water–energy integration system is reduced by 54.8% compared with the conventional system. Similarly, the results achieved from minimizing the fuel consumption show that the fuel and freshwater consumptions of the proposed novel water–energy integration system are reduced by 1.7% and 21.0%, respectively, compared with those of the conventional system. The Pareto frontier achieved from the dual-objective optimization offers a trade-off between water and fuel consumption for the proposed water–energy integration system.

[1]  Qi Zhang,et al.  An integrated model for long-term power generation planning toward future smart electricity systems , 2013 .

[2]  B. Bruggen,et al.  Membrane synthesis for membrane distillation: a review , 2017 .

[3]  Ying Chen,et al.  Heat integration of regenerative Rankine cycle and process surplus heat through graphical targeting and mathematical modeling technique , 2012 .

[4]  J. M. Ponce-Ortega,et al.  Optimal Design of Inherently Safer Domestic Combined Heat and Power Systems , 2016 .

[5]  Khalil Khanafer,et al.  Techno-economical simulation and study of a novel MSF desalination process , 2016 .

[6]  Mian Xing Study on the Water Conservation Management Measures in Thermal Power Plants , 2010 .

[7]  Alexander Drak,et al.  Energy recovery consideration in brackish water desalination , 2014 .

[8]  Jiří Jaromír Klemeš,et al.  Total Site Heat Integration planning and design for industrial, urban and renewable systems , 2017 .

[9]  Zhigang Shang,et al.  A transhipment model for the optimisation of steam levels of total site utility system for multiperiod operation , 2004, Comput. Chem. Eng..

[10]  Amit Kumar,et al.  Development of life cycle water-demand coefficients for coal-based power generation technologies , 2015 .

[11]  James A. Edmonds,et al.  Water demands for electricity generation in the U.S.: Modeling different scenarios for the water–energy nexus , 2015 .

[12]  Takeshi Matsuura,et al.  Effects of hydrophilic CuO nanoparticles on properties and performance of PVDF VMD membranes , 2015 .

[13]  Viknesh Andiappan,et al.  Synthesis of tri-generation systems: Technology selection, sizing and redundancy allocation based on operational strategy , 2016, Comput. Chem. Eng..

[14]  Chii-Dong Ho,et al.  Simulation study of transfer characteristics for spacer-filled membrane distillation desalination modules , 2017 .

[15]  Ying Chen,et al.  Operational planning optimization of steam power plants considering equipment failure in petrochemical complex , 2013 .

[16]  Ying Chen,et al.  Mathematical modeling, validation, and operation optimization of an industrial complex steam turbine network-methodology and application , 2016 .

[17]  Bashir Ahmad,et al.  Energy consumption for water use cycles in different countries: A review , 2016 .

[18]  Nadia Maïzi,et al.  A prospective analysis of waste heat management at power plants and water conservation issues using a global TIMES model , 2014 .

[19]  Takeshi Matsuura,et al.  Effects of superhydrophobic SiO2 nanoparticles on the performance of PVDF flat sheet membranes for vacuum membrane distillation , 2015 .

[20]  Yuan Liu,et al.  Optimization-based provincial hybrid renewable and non-renewable energy planning – A case study of Shanxi, China , 2017 .

[21]  George Mavrotas,et al.  Effective implementation of the epsilon-constraint method in Multi-Objective Mathematical Programming problems , 2009, Appl. Math. Comput..

[22]  Xu Tang,et al.  Depletion of fossil fuels and anthropogenic climate change—A review , 2013 .

[23]  S. Flazi,et al.  A review of the water-energy nexus , 2016 .

[24]  Michael E. Walker,et al.  Energy-Water Efficiency and U.S. Industrial Steam , 2013 .

[25]  Mahmoud M. El-Halwagi,et al.  Optimal design of thermal membrane distillation systems with heat integration with process plants , 2015 .

[26]  P. Glueckstern,et al.  Optimized brackish water desalination plants with minimum impact on the environment , 1997 .

[27]  Iman Janghorban Esfahani,et al.  An optimization algorithm-based pinch analysis and GA for an off-grid batteryless photovoltaic-powered reverse osmosis desalination system , 2016 .

[28]  Denny K. S. Ng,et al.  Automated targeting model for synthesis of heat exchanger network with utility systems , 2016 .

[29]  Lidija Čuček,et al.  Multi-objective optimisation for generating sustainable solutions considering total effects on the environment , 2013 .

[30]  W.G.J.M. van Tongeren,et al.  Techno-economic assessment of boiler feed water production by membrane distillation with reuse of thermal waste energy from cooling water , 2015 .

[31]  Ashlynn Suzanne Stillwell,et al.  Integrating water resources and power generation: The energy–water nexus in Illinois , 2016 .

[32]  Mohamed Khayet,et al.  Solar desalination by membrane distillation: Dispersion in energy consumption analysis and water production costs (a review) , 2013 .

[33]  Hassan E.S. Fath,et al.  Review and assessment of the newly developed MD for desalination processes , 2013 .

[34]  K. Kalidasa Murugavel,et al.  A review of different methods to enhance the productivity of the multi-effect solar still , 2013 .

[35]  Jin Zhou,et al.  Environmental life cycle assessment of brackish water reverse osmosis desalination for different electricity production models , 2011 .

[36]  Guillermo Zaragoza,et al.  Efficiency in the use of solar thermal energy of small membrane desalination systems for decentralized water production , 2014 .

[37]  John H. Lienhard,et al.  Second law analysis of reverse osmosis desalination plants: An alternative design using pressure retarded osmosis , 2011 .

[38]  ChangKyoo Yoo,et al.  Thermoeconomic and environmental analyses of a low water consumption combined steam power plant and refrigeration chillers – Part 1: Energy and economic modelling and analysis , 2016 .

[39]  Qiong Wu,et al.  Multi-objective optimization for the operation of distributed energy systems considering economic and environmental aspects , 2010 .

[40]  H. Susanto Towards practical implementations of membrane distillation , 2011 .

[41]  Amin Mohammadi Khoshkar Vandani,et al.  Exergy analysis and evolutionary optimization of boiler blowdown heat recovery in steam power plants , 2015 .

[42]  Ying Chen,et al.  Operational planning optimization of multiple interconnected steam power plants considering environmental costs , 2012 .

[43]  ChangKyoo Yoo,et al.  Thermoeconomic and environmental analyses of a low water consumption combined steam power plant and refrigeration chillers-Part 2: Thermoeconomic and environmental analysis , 2016 .

[44]  Li-Zhi Zhang,et al.  Investigation of a solar energy driven and hollow fiber membrane-based humidification–dehumidification desalination system , 2016 .

[45]  Ying Chen,et al.  Simultaneous synthesis of utility system and heat exchanger network incorporating steam condensate and boiler feedwater , 2016 .

[46]  Guoqian Chen,et al.  Energy overview for globalized world economy: Source, supply chain and sink , 2017 .

[47]  Ying Chen,et al.  Multi-objective optimization for the design and synthesis of utility systems with emission abatement technology concerns , 2014 .

[48]  J. Fisher,et al.  Is there a water-energy nexus in electricity generation? Long-term scenarios for the western United States , 2013 .

[49]  Moonyong Lee,et al.  Conceptual designs of integrated process for simultaneous production of potable water, electricity, and salt , 2017 .

[50]  P. Poovanaesvaran,et al.  Design and experimental performance of brackish water reverse osmosis desalination unit powered by 2 kW photovoltaic system , 2016 .

[51]  L. Serra,et al.  Multicriteria synthesis of trigeneration systems considering economic and environmental aspects , 2012 .

[52]  Hassan E.S. Fath,et al.  A comprehensive techno-economical review of indirect solar desalination , 2011 .

[53]  Antonis C. Kokossis,et al.  Conceptual optimisation of utility networks for operational variations—I. targets and level optimisation , 1998 .

[54]  M. El‐Halwagi,et al.  Optimization across the Water–Energy Nexus for Integrating Heat, Power, and Water for Industrial Processes, Coupled with Hybrid Thermal-Membrane Desalination , 2016 .

[55]  Yizi Shang,et al.  Balancing development of major coal bases with available water resources in China through 2020 , 2017 .

[56]  Xianglong Luo,et al.  Modeling and optimization of a utility system containing multiple extractions steam turbines , 2011 .

[57]  Chen Huanlin,et al.  Review of membrane distillation , 2007 .

[58]  Mohamed Khayet Souhaimi Membrane Distillation: Principles and Applications , 2011 .

[59]  E. Drioli,et al.  Potential of membrane distillation in seawater desalination: Thermal efficiency, sensitivity study and cost estimation , 2008 .

[60]  Congjie Gao,et al.  Optimum design of cogeneration for power and desalination to satisfy the demand of water and power , 2013 .

[61]  François Maréchal,et al.  Multi-objective optimization of RO desalination plants , 2008 .