IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v66y2014icp115-127.html
   My bibliography  Save this article

A synthesis/design optimization algorithm for Rankine cycle based energy systems

Author

Listed:
  • Toffolo, Andrea

Abstract

The algorithm presented in this work has been developed to search for the optimal topology and design parameters of a set of Rankine cycles forming an energy system that absorbs/releases heat at different temperature levels and converts part of the absorbed heat into electricity. This algorithm can deal with several applications in the field of energy engineering: e.g., steam cycles or bottoming cycles in combined/cogenerative plants, steam networks, low temperature organic Rankine cycles. The main purpose of this algorithm is to overcome the limitations of the search space introduced by the traditional mixed-integer programming techniques, which assume that possible solutions are derived from a single superstructure embedding them all. The algorithm presented in this work is a hybrid evolutionary/traditional optimization algorithm organized in two levels. A complex original codification of the topology and the intensive design parameters of the system is managed by the upper level evolutionary algorithm according to the criteria set by the HEATSEP method, which are used for the first time to automatically synthesize a “basic” system configuration from a set of elementary thermodynamic cycles. The lower SQP (sequential quadratic programming) algorithm optimizes the objective function(s) with respect to cycle mass flow rates only, taking into account the heat transfer feasibility constraint within the undefined heat transfer section. A challenging example of application is also presented to show the capabilities of the algorithm.

Suggested Citation

  • Toffolo, Andrea, 2014. "A synthesis/design optimization algorithm for Rankine cycle based energy systems," Energy, Elsevier, vol. 66(C), pages 115-127.
    • Handle: RePEc:eee:energy:v:66:y:2014:i:c:p:115-127
    DOI: 10.1016/j.energy.2014.01.070
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544214000929
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2014.01.070?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Morandin, Matteo & Toffolo, Andrea & Lazzaretto, Andrea & Maréchal, François & Ensinas, Adriano V. & Nebra, Silvia A., 2011. "Synthesis and parameter optimization of a combined sugar and ethanol production process integrated with a CHP system," Energy, Elsevier, vol. 36(6), pages 3675-3690.
    2. Toffolo, Andrea & Lazzaretto, Andrea & Morandin, Matteo, 2010. "The HEATSEP method for the synthesis of thermal systems: An application to the S-Graz cycle," Energy, Elsevier, vol. 35(2), pages 976-981.
    3. Lazzaretto, Andrea & Morandin, Matteo & Toffolo, Andrea, 2012. "Methodological aspects in synthesis of combined sugar and ethanol production plant," Energy, Elsevier, vol. 41(1), pages 165-174.
    4. Serra, Luis M. & Lozano, Miguel-Angel & Ramos, Jose & Ensinas, Adriano V. & Nebra, Silvia A., 2009. "Polygeneration and efficient use of natural resources," Energy, Elsevier, vol. 34(5), pages 575-586.
    5. Morandin, Matteo & Maréchal, François & Mercangöz, Mehmet & Buchter, Florian, 2012. "Conceptual design of a thermo-electrical energy storage system based on heat integration of thermodynamic cycles – Part B: Alternative system configurations," Energy, Elsevier, vol. 45(1), pages 386-396.
    6. Lazzaretto, Andrea & Toffolo, Andrea, 2008. "A method to separate the problem of heat transfer interactions in the synthesis of thermal systems," Energy, Elsevier, vol. 33(2), pages 163-170.
    7. Morandin, Matteo & Maréchal, François & Mercangöz, Mehmet & Buchter, Florian, 2012. "Conceptual design of a thermo-electrical energy storage system based on heat integration of thermodynamic cycles – Part A: Methodology and base case," Energy, Elsevier, vol. 45(1), pages 375-385.
    8. Voll, Philip & Klaffke, Carsten & Hennen, Maike & Bardow, André, 2013. "Automated superstructure-based synthesis and optimization of distributed energy supply systems," Energy, Elsevier, vol. 50(C), pages 374-388.
    9. Mehleri, Eugenia D. & Sarimveis, Haralambos & Markatos, Nikolaos C. & Papageorgiou, Lazaros G., 2012. "A mathematical programming approach for optimal design of distributed energy systems at the neighbourhood level," Energy, Elsevier, vol. 44(1), pages 96-104.
    10. Dimopoulos, George G. & Kougioufas, Aristotelis V. & Frangopoulos, Christos A., 2008. "Synthesis, design and operation optimization of a marine energy system," Energy, Elsevier, vol. 33(2), pages 180-188.
    11. Rezvan, A. Taghipour & Gharneh, N. Shams & Gharehpetian, G.B., 2012. "Robust optimization of distributed generation investment in buildings," Energy, Elsevier, vol. 48(1), pages 455-463.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kermani, Maziar & Wallerand, Anna S. & Kantor, Ivan D. & Maréchal, François, 2018. "Generic superstructure synthesis of organic Rankine cycles for waste heat recovery in industrial processes," Applied Energy, Elsevier, vol. 212(C), pages 1203-1225.
    2. George N. Sakalis & George J. Tzortzis & Christos A. Frangopoulos, 2019. "Intertemporal Static and Dynamic Optimization of Synthesis, Design, and Operation of Integrated Energy Systems of Ships," Energies, MDPI, vol. 12(5), pages 1-50, March.
    3. Zhao, Dongpeng & Deng, Shuai & Zhao, Li & Xu, Weicong & Zhao, Ruikai & Wang, Wei, 2020. "From 1 to N: A computer-aided case study of thermodynamic cycle construction based on thermodynamic process combination," Energy, Elsevier, vol. 210(C).
    4. Li, Xiaoya & Xu, Bin & Tian, Hua & Shu, Gequn, 2021. "Towards a novel holistic design of organic Rankine cycle (ORC) systems operating under heat source fluctuations and intermittency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    5. Shen, Feifei & Zhao, Liang & Du, Wenli & Zhong, Weimin & Qian, Feng, 2020. "Large-scale industrial energy systems optimization under uncertainty: A data-driven robust optimization approach," Applied Energy, Elsevier, vol. 259(C).
    6. Andrea Lazzaretto & Andrea Toffolo, 2019. "Optimum Choice of Energy System Configuration and Storages for a Proper Match between Energy Conversion and Demands," Energies, MDPI, vol. 12(20), pages 1-6, October.
    7. Liu, Yanfeng & Tang, Huanlong & Chen, Yaowen & Wang, Dengjia & Song, Cong, 2022. "Optimization of layout and diameter for distributed solar heating network with multi-source and multi-sink," Energy, Elsevier, vol. 258(C).
    8. Kosuke Seki & Keisuke Takeshita & Yoshiharu Amano, 2019. "Development of Complex Energy Systems with Absorption Technology by Combining Elementary Processes," Energies, MDPI, vol. 12(3), pages 1-20, February.
    9. Lazzaretto, Andrea & Manente, Giovanni & Toffolo, Andrea, 2018. "SYNTHSEP: A general methodology for the synthesis of energy system configurations beyond superstructures," Energy, Elsevier, vol. 147(C), pages 924-949.
    10. Battisti, Felipe G. & Cardemil, José M. & Miller, Francisco M. & da Silva, Alexandre K., 2015. "Normalized performance optimization of supercritical, CO2-based power cycles," Energy, Elsevier, vol. 82(C), pages 108-118.
    11. Zhang, Fengtao & Zhang, Jianyuan & You, Jinggang & Yang, Liyong & Wang, Wei & Luo, Qing & Jiao, Ligang & Liu, Zhengang & Jin, Quan & Wang, Hao, 2024. "Construction of multi-loop thermodynamic cycles: Methodology and case study," Energy, Elsevier, vol. 288(C).
    12. Ito, Wataru & Takeshita, Keisuke & Amano, Yoshiharu, 2021. "Demonstration of the revised procedure to explore configurations for an arbitrary absorption cycle based on the cycle simplicity index," Energy, Elsevier, vol. 235(C).
    13. Wang, Ligang & Lampe, Matthias & Voll, Philip & Yang, Yongping & Bardow, André, 2016. "Multi-objective superstructure-free synthesis and optimization of thermal power plants," Energy, Elsevier, vol. 116(P1), pages 1104-1116.
    14. Ligang Wang & Zhiping Yang & Shivom Sharma & Alberto Mian & Tzu-En Lin & George Tsatsaronis & François Maréchal & Yongping Yang, 2018. "A Review of Evaluation, Optimization and Synthesis of Energy Systems: Methodology and Application to Thermal Power Plants," Energies, MDPI, vol. 12(1), pages 1-53, December.
    15. Giovanni Manente & Mário Costa, 2020. "On the Conceptual Design of Novel Supercritical CO 2 Power Cycles for Waste Heat Recovery," Energies, MDPI, vol. 13(2), pages 1-31, January.
    16. Patrick Linke & Athanasios I. Papadopoulos & Panos Seferlis, 2015. "Systematic Methods for Working Fluid Selection and the Design, Integration and Control of Organic Rankine Cycles—A Review," Energies, MDPI, vol. 8(6), pages 1-47, May.
    17. Frangopoulos, Christos A., 2018. "Recent developments and trends in optimization of energy systems," Energy, Elsevier, vol. 164(C), pages 1011-1020.
    18. Sakalis, George N. & Frangopoulos, Christos A., 2018. "Intertemporal optimization of synthesis, design and operation of integrated energy systems of ships: General method and application on a system with Diesel main engines," Applied Energy, Elsevier, vol. 226(C), pages 991-1008.
    19. Tanaka, Yasuto & Mesfun, Sennai & Umeki, Kentaro & Toffolo, Andrea & Tamaura, Yutaka & Yoshikawa, Kunio, 2015. "Thermodynamic performance of a hybrid power generation system using biomass gasification and concentrated solar thermal processes," Applied Energy, Elsevier, vol. 160(C), pages 664-672.
    20. Lin, Shan & Zhao, Li & Deng, Shuai & Zhao, Dongpeng & Wang, Wei & Chen, Mengchao, 2020. "Intelligent collaborative attainment of structure configuration and fluid selection for the Organic Rankine cycle," Applied Energy, Elsevier, vol. 264(C).
    21. Wang, Ligang & Voll, Philip & Lampe, Matthias & Yang, Yongping & Bardow, André, 2015. "Superstructure-free synthesis and optimization of thermal power plants," Energy, Elsevier, vol. 91(C), pages 700-711.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Toffolo, Andrea & Lazzaretto, Andrea & von Spakovsky, Michael R., 2012. "On the nature of the heat transfer feasibility constraint in the optimal synthesis/design of complex energy systems," Energy, Elsevier, vol. 41(1), pages 236-243.
    2. Ligang Wang & Zhiping Yang & Shivom Sharma & Alberto Mian & Tzu-En Lin & George Tsatsaronis & François Maréchal & Yongping Yang, 2018. "A Review of Evaluation, Optimization and Synthesis of Energy Systems: Methodology and Application to Thermal Power Plants," Energies, MDPI, vol. 12(1), pages 1-53, December.
    3. Frangopoulos, Christos A., 2018. "Recent developments and trends in optimization of energy systems," Energy, Elsevier, vol. 164(C), pages 1011-1020.
    4. George N. Sakalis & George J. Tzortzis & Christos A. Frangopoulos, 2019. "Intertemporal Static and Dynamic Optimization of Synthesis, Design, and Operation of Integrated Energy Systems of Ships," Energies, MDPI, vol. 12(5), pages 1-50, March.
    5. Morandin, Matteo & Mercangöz, Mehmet & Hemrle, Jaroslav & Maréchal, François & Favrat, Daniel, 2013. "Thermoeconomic design optimization of a thermo-electric energy storage system based on transcritical CO2 cycles," Energy, Elsevier, vol. 58(C), pages 571-587.
    6. Urban, Kristof L. & Scheller, Fabian & Bruckner, Thomas, 2021. "Suitability assessment of models in the industrial energy system design," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    7. Lazzaretto, Andrea & Morandin, Matteo & Toffolo, Andrea, 2012. "Methodological aspects in synthesis of combined sugar and ethanol production plant," Energy, Elsevier, vol. 41(1), pages 165-174.
    8. Zhao, Yongliang & Song, Jian & Liu, Ming & Zhao, Yao & Olympios, Andreas V. & Sapin, Paul & Yan, Junjie & Markides, Christos N., 2022. "Thermo-economic assessments of pumped-thermal electricity storage systems employing sensible heat storage materials," Renewable Energy, Elsevier, vol. 186(C), pages 431-456.
    9. Capuder, Tomislav & Mancarella, Pierluigi, 2014. "Techno-economic and environmental modelling and optimization of flexible distributed multi-generation options," Energy, Elsevier, vol. 71(C), pages 516-533.
    10. Wang, Liang & Lin, Xipeng & Chai, Lei & Peng, Long & Yu, Dong & Chen, Haisheng, 2019. "Cyclic transient behavior of the Joule–Brayton based pumped heat electricity storage: Modeling and analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 523-534.
    11. Sakalis, George N. & Frangopoulos, Christos A., 2018. "Intertemporal optimization of synthesis, design and operation of integrated energy systems of ships: General method and application on a system with Diesel main engines," Applied Energy, Elsevier, vol. 226(C), pages 991-1008.
    12. Gimelli, A. & Mottola, F. & Muccillo, M. & Proto, D. & Amoresano, A. & Andreotti, A. & Langella, G., 2019. "Optimal configuration of modular cogeneration plants integrated by a battery energy storage system providing peak shaving service," Applied Energy, Elsevier, vol. 242(C), pages 974-993.
    13. Baik, Young-Jin & Heo, Jaehyeok & Koo, Junemo & Kim, Minsung, 2014. "The effect of storage temperature on the performance of a thermo-electric energy storage using a transcritical CO2 cycle," Energy, Elsevier, vol. 75(C), pages 204-215.
    14. Maximilian Hoffmann & Leander Kotzur & Detlef Stolten & Martin Robinius, 2020. "A Review on Time Series Aggregation Methods for Energy System Models," Energies, MDPI, vol. 13(3), pages 1-61, February.
    15. Guido Francesco Frate & Lorenzo Ferrari & Umberto Desideri, 2020. "Rankine Carnot Batteries with the Integration of Thermal Energy Sources: A Review," Energies, MDPI, vol. 13(18), pages 1-28, September.
    16. Zhang, Yuan & Yang, Ke & Hong, Hui & Zhong, Xiaohui & Xu, Jianzhong, 2016. "Thermodynamic analysis of a novel energy storage system with carbon dioxide as working fluid," Renewable Energy, Elsevier, vol. 99(C), pages 682-697.
    17. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2022. "Technical and economic analysis of Brayton-cycle-based pumped thermal electricity storage systems with direct and indirect thermal energy storage," Energy, Elsevier, vol. 239(PC).
    18. Jockenhöfer, Henning & Steinmann, Wolf-Dieter & Bauer, Dan, 2018. "Detailed numerical investigation of a pumped thermal energy storage with low temperature heat integration," Energy, Elsevier, vol. 145(C), pages 665-676.
    19. Morandin, Matteo & Maréchal, François & Mercangöz, Mehmet & Buchter, Florian, 2012. "Conceptual design of a thermo-electrical energy storage system based on heat integration of thermodynamic cycles – Part B: Alternative system configurations," Energy, Elsevier, vol. 45(1), pages 386-396.
    20. Li, Xiaoya & Xu, Bin & Tian, Hua & Shu, Gequn, 2021. "Towards a novel holistic design of organic Rankine cycle (ORC) systems operating under heat source fluctuations and intermittency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:66:y:2014:i:c:p:115-127. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.