IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v111y2013icp1018-1031.html
   My bibliography  Save this article

Knowledge based decision making method for the selection of mixed refrigerant systems for energy efficient LNG processes

Author

Listed:
  • Khan, Mohd Shariq
  • Lee, Sanggyu
  • Rangaiah, G.P.
  • Lee, Moonyong

Abstract

Mixed refrigerant (MR) systems are used in many industrial applications because of their high energy efficiency, compact design and energy-efficient heat transfer compared to other processes operating with pure refrigerants. The performance of MR systems depends strongly on the optimum refrigerant composition, which is difficult to obtain. This paper proposes a simple and practical method for selecting the appropriate refrigerant composition, which was inspired by (i) knowledge of the boiling point difference in MR components, and (ii) their specific refrigeration effect in bringing a MR system close to reversible operation. A feasibility plot and composite curves were used for full enforcement of the approach temperature. The proposed knowledge-based optimization approach was described and applied to a single MR and a propane precooled MR system for natural gas liquefaction. Maximization of the heat exchanger exergy efficiency was considered as the optimization objective to achieve an energy efficient design goal. Several case studies on single MR and propane precooled MR processes were performed to show the effectiveness of the proposed method. The application of the proposed method is not restricted to liquefiers, and can be applied to any refrigerator and cryogenic cooler where a MR is involved.

Suggested Citation

  • Khan, Mohd Shariq & Lee, Sanggyu & Rangaiah, G.P. & Lee, Moonyong, 2013. "Knowledge based decision making method for the selection of mixed refrigerant systems for energy efficient LNG processes," Applied Energy, Elsevier, vol. 111(C), pages 1018-1031.
    • Handle: RePEc:eee:appene:v:111:y:2013:i:c:p:1018-1031
    DOI: 10.1016/j.apenergy.2013.06.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261913005175
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2013.06.010?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. Aspelund, Audun & Gundersen, Truls, 2009. "A liquefied energy chain for transport and utilization of natural gas for power production with CO2 capture and storage - Part 2: The offshore and the onshore processes," Applied Energy, Elsevier, vol. 86(6), pages 793-804, June.
    2. Khan, Mohd Shariq & Lee, Moonyong, 2013. "Design optimization of single mixed refrigerant natural gas liquefaction process using the particle swarm paradigm with nonlinear constraints," Energy, Elsevier, vol. 49(C), pages 146-155.
    3. Kumar, Satish & Kwon, Hyouk-Tae & Choi, Kwang-Ho & Lim, Wonsub & Cho, Jae Hyun & Tak, Kyungjae & Moon, Il, 2011. "LNG: An eco-friendly cryogenic fuel for sustainable development," Applied Energy, Elsevier, vol. 88(12), pages 4264-4273.
    4. Sayyaadi, Hoseyn & Babaelahi, M., 2011. "Multi-objective optimization of a joule cycle for re-liquefaction of the Liquefied Natural Gas," Applied Energy, Elsevier, vol. 88(9), pages 3012-3021.
    5. Aspelund, Audun & Gundersen, Truls, 2009. "A liquefied energy chain for transport and utilization of natural gas for power production with CO2 capture and storage - Part 1," Applied Energy, Elsevier, vol. 86(6), pages 781-792, June.
    6. Li, Yongliang & Wang, Xiang & Ding, Yulong, 2012. "An optimal design methodology for large-scale gas liquefaction," Applied Energy, Elsevier, vol. 99(C), pages 484-490.
    7. Mortazavi, A. & Somers, C. & Hwang, Y. & Radermacher, R. & Rodgers, P. & Al-Hashimi, S., 2012. "Performance enhancement of propane pre-cooled mixed refrigerant LNG plant," Applied Energy, Elsevier, vol. 93(C), pages 125-131.
    8. Xu, Xiongwen & Liu, Jinping & Jiang, Chuanshuo & Cao, Le, 2013. "The correlation between mixed refrigerant composition and ambient conditions in the PRICO LNG process," Applied Energy, Elsevier, vol. 102(C), pages 1127-1136.
    9. Aspelund, Audun & Tveit, Steinar P. & Gundersen, Truls, 2009. "A liquefied energy chain for transport and utilization of natural gas for power production with CO2 capture and storage - Part 3: The combined carrier and onshore storage," Applied Energy, Elsevier, vol. 86(6), pages 805-814, June.
    10. Aspelund, Audun & Gundersen, Truls, 2009. "A liquefied energy chain for transport and utilization of natural gas for power production with CO2 capture and storage - Part 4: Sensitivity analysis of transport pressures and benchmarking with conv," Applied Energy, Elsevier, vol. 86(6), pages 815-825, June.
    Full references (including those not matched with items on IDEAS)

    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. Ancona, M.A. & Bianchi, M. & Branchini, L. & De Pascale, A. & Melino, F. & Mormile, M. & Palella, M. & Scarponi, L.B., 2018. "Investigation on small-scale low pressure LNG production process," Applied Energy, Elsevier, vol. 227(C), pages 672-685.
    2. Wang, Xucen & Li, Min & Cai, Liuxi & Li, Yun, 2020. "Propane and iso-butane pre-cooled mixed refrigerant liquefaction process for small-scale skid-mounted natural gas liquefaction," Applied Energy, Elsevier, vol. 275(C).
    3. Kim, Juwon & Seo, Youngkyun & Chang, Daejun, 2016. "Economic evaluation of a new small-scale LNG supply chain using liquid nitrogen for natural-gas liquefaction," Applied Energy, Elsevier, vol. 182(C), pages 154-163.
    4. Baccanelli, Margaret & Langé, Stefano & Rocco, Matteo V. & Pellegrini, Laura A. & Colombo, Emanuela, 2016. "Low temperature techniques for natural gas purification and LNG production: An energy and exergy analysis," Applied Energy, Elsevier, vol. 180(C), pages 546-559.
    5. Guo, Hao & Tang, Qixiong & Gong, Maoqiong & Cheng, Kuiwei, 2018. "Optimization of a novel liquefaction process based on Joule–Thomson cycle utilizing high-pressure natural gas exergy by genetic algorithm," Energy, Elsevier, vol. 151(C), pages 696-706.
    6. Li, Gang & Li, Xiao-Sen & Yang, Bo & Duan, Li-Ping & Huang, Ning-Sheng & Zhang, Yu & Tang, Liang-Guang, 2013. "The use of dual horizontal wells in gas production from hydrate accumulations," Applied Energy, Elsevier, vol. 112(C), pages 1303-1310.
    7. Li, Xiao-Sen & Yang, Bo & Zhang, Yu & Li, Gang & Duan, Li-Ping & Wang, Yi & Chen, Zhao-Yang & Huang, Ning-Sheng & Wu, Hui-Jie, 2012. "Experimental investigation into gas production from methane hydrate in sediment by depressurization in a novel pilot-scale hydrate simulator," Applied Energy, Elsevier, vol. 93(C), pages 722-732.
    8. Querol, E. & Gonzalez-Regueral, B. & García-Torrent, J. & Ramos, Alberto, 2011. "Available power generation cycles to be coupled with the liquid natural gas (LNG) vaporization process in a Spanish LNG terminal," Applied Energy, Elsevier, vol. 88(7), pages 2382-2390, July.
    9. Obara, Shin'ya & Kikuchi, Yoshinobu & Ishikawa, Kyosuke & Kawai, Masahito & Yoshiaki, Kashiwaya, 2015. "Development of a compound energy system for cold region houses using small-scale natural gas cogeneration and a gas hydrate battery," Energy, Elsevier, vol. 85(C), pages 280-295.
    10. Chen, Wei-Hsin & Hou, Yu-Lin & Hung, Chen-I, 2011. "A theoretical analysis of the capture of greenhouse gases by single water droplet at atmospheric and elevated pressures," Applied Energy, Elsevier, vol. 88(12), pages 5120-5130.
    11. Chi, Chung-Cheng & Lin, Ta-Hui, 2013. "Oxy-oil combustion characteristics of an existing furnace," Applied Energy, Elsevier, vol. 102(C), pages 923-930.
    12. Jordán, Pérez Sánchez & Javier Eduardo, Aguillón Martínez & Zdzislaw, Mazur Czerwiec & Alan Martín, Zavala Guzmán & Liborio, Huante Pérez & Jesús Antonio, Flores Zamudio & Mario Román, Díaz Guillén, 2019. "Techno-economic analysis of solar-assisted post-combustion carbon capture to a pilot cogeneration system in Mexico," Energy, Elsevier, vol. 167(C), pages 1107-1119.
    13. Obara, Shin’ya & Yamada, Takanobu & Matsumura, Kazuhiro & Takahashi, Shiro & Kawai, Masahito & Rengarajan, Balaji, 2011. "Operational planning of an engine generator using a high pressure working fluid composed of CO2 hydrate," Applied Energy, Elsevier, vol. 88(12), pages 4733-4741.
    14. Al Baroudi, Hisham & Awoyomi, Adeola & Patchigolla, Kumar & Jonnalagadda, Kranthi & Anthony, E.J., 2021. "A review of large-scale CO2 shipping and marine emissions management for carbon capture, utilisation and storage," Applied Energy, Elsevier, vol. 287(C).
    15. Tak, Kyungjae & Choi, Jiwon & Ryu, Jun-Hyung & Moon, Il, 2020. "Sensitivity analysis of effects of design parameters and decision variables on optimization of natural gas liquefaction process," Energy, Elsevier, vol. 206(C).
    16. Simon Roussanaly & Han Deng & Geir Skaugen & Truls Gundersen, 2021. "At what Pressure Shall CO 2 Be Transported by Ship? An in-Depth Cost Comparison of 7 and 15 Barg Shipping," Energies, MDPI, vol. 14(18), pages 1-27, September.
    17. Pérez Sánchez, Jordán & Aguillón Martínez, Javier Eduardo & Mazur Czerwiec, Zdzislaw & Zavala Guzmán, Alan Martín, 2019. "Theoretical assessment of integration of CCS in the Mexican electrical sector," Energy, Elsevier, vol. 167(C), pages 828-840.
    18. Lei Gao & Jiaxin Wang & Maxime Binama & Qian Li & Weihua Cai, 2022. "The Design and Optimization of Natural Gas Liquefaction Processes: A Review," Energies, MDPI, vol. 15(21), pages 1-56, October.
    19. Jiang, Xi & Akber Hassan, Wasim A. & Gluyas, Jon, 2013. "Modelling and monitoring of geological carbon storage: A perspective on cross-validation," Applied Energy, Elsevier, vol. 112(C), pages 784-792.
    20. Lee, Inkyu & Park, Jinwoo & You, Fengqi & Moon, Il, 2019. "A novel cryogenic energy storage system with LNG direct expansion regasification: Design, energy optimization, and exergy analysis," Energy, Elsevier, vol. 173(C), pages 691-705.

    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:appene:v:111:y:2013:i:c:p:1018-1031. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.