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Optimal integration of solar energy with fossil fuel gas turbine cogeneration plants using three different CSP technologies in Saudi Arabia

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  • Mokheimer, Esmail M.A.
  • Dabwan, Yousef N.
  • Habib, Mohamed A.

Abstract

The present work provides an investigation of the technical and economic feasibility of integrating Concentrating Solar Power (CSP) technologies with cogeneration gas turbine systems that are progressively being installed in Saudi Arabia to produce electricity and steam. In this regard, different designs of hybrid solar/fossil fuel gas turbine cogeneration systems have been proposed. The proposed designs consider the possible integration of three main Concentrating Solar Power (CSP) technologies, which are namely, Solar Tower (ST) systems, Parabolic Trough Collector (PTC) system, and Linear Fresnel Reflector (LFR) systems with conventional gas turbine cogeneration systems. These three CSP technologies were assessed for possible integration with a gas turbine cogeneration system that generates steam at a constant flow rate of 81.44kg/s at P=45.88 (bar) and temperature of T=394°C throughout the year in addition to the generation of electricity. THERMOFLEX with PEACE simulation software has been used to assess the performance of the integrated solar gas turbine cogeneration with three different CSP technologies for different gas turbine sizes under Dhahran weather conditions. The three CSP technologies to be integrated individually to the gas turbine cogeneration plant are; parabolic trough collectors and linear Fresnel reflectors to the steam side and the solar tower to the gas side of the plant. Thermo-economic comparative analysis have been conducted for all possible configurations of the integrated solar gas turbine cogeneration plant to reach at the optimal levelized electricity cost (LEC). The optimization process also includes CO2 emissions for each integrated solar gas turbine cogeneration plant (ISGCP) configuration for each the three CSP technologies in comparison with the integration of CO2 capture technology to the conventional plant. The simulation results revealed that the optimal configuration is the integration of LFR with the steam side of a gas turbine cogeneration plant of 50MWe, which gives a LEC of 5.1USȻ/kWh with 119kton reduction of the annual CO2 emission. Moreover, the results indicate that the proper location to apply optimal integration configuration in Saudi Arabia is at Jazan city.

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  • Mokheimer, Esmail M.A. & Dabwan, Yousef N. & Habib, Mohamed A., 2017. "Optimal integration of solar energy with fossil fuel gas turbine cogeneration plants using three different CSP technologies in Saudi Arabia," Applied Energy, Elsevier, vol. 185(P2), pages 1268-1280.
    • Handle: RePEc:eee:appene:v:185:y:2017:i:p2:p:1268-1280
    DOI: 10.1016/j.apenergy.2015.12.029
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    1. Wang, P. & Liu, D.Y. & Xu, C., 2013. "Numerical study of heat transfer enhancement in the receiver tube of direct steam generation with parabolic trough by inserting metal foams," Applied Energy, Elsevier, vol. 102(C), pages 449-460.
    2. Wu, Zhiyong & Li, Shidong & Yuan, Guofeng & Lei, Dongqiang & Wang, Zhifeng, 2014. "Three-dimensional numerical study of heat transfer characteristics of parabolic trough receiver," Applied Energy, Elsevier, vol. 113(C), pages 902-911.
    3. Bannai, Masaaki & Houkabe, Akira & Furukawa, Masahiko & Kashiwagi, Takao & Akisawa, Atsushi & Yoshida, Takuya & Yamada, Hiroyuki, 2006. "Development of efficiency-enhanced cogeneration system utilizing high-temperature exhaust-gas from a regenerative thermal oxidizer for waste volatile-organic-compound gases," Applied Energy, Elsevier, vol. 83(9), pages 929-942, September.
    4. Bianchi, Michele & Branchini, Lisa & De Pascale, Andrea, 2014. "Combining waste-to-energy steam cycle with gas turbine units," Applied Energy, Elsevier, vol. 130(C), pages 764-773.
    5. Lindenberger, D & Bruckner, T & Groscurth, H.-M & Kümmel, R, 2000. "Optimization of solar district heating systems: seasonal storage, heat pumps, and cogeneration," Energy, Elsevier, vol. 25(7), pages 591-608.
    6. Li, Sheng & Jin, Hongguang & Gao, Lin & Zhang, Xiaosong, 2014. "Exergy analysis and the energy saving mechanism for coal to synthetic/substitute natural gas and power cogeneration system without and with CO2 capture," Applied Energy, Elsevier, vol. 130(C), pages 552-561.
    7. Cheng, Z.D. & He, Y.L. & Cui, F.Q. & Du, B.C. & Zheng, Z.J. & Xu, Y., 2014. "Comparative and sensitive analysis for parabolic trough solar collectors with a detailed Monte Carlo ray-tracing optical model," Applied Energy, Elsevier, vol. 115(C), pages 559-572.
    8. Lobón, David H. & Baglietto, Emilio & Valenzuela, Loreto & Zarza, Eduardo, 2014. "Modeling direct steam generation in solar collectors with multiphase CFD," Applied Energy, Elsevier, vol. 113(C), pages 1338-1348.
    9. Raj, N. Thilak & Iniyan, S. & Goic, Ranko, 2011. "A review of renewable energy based cogeneration technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3640-3648.
    10. Ibrahim, Said M.A., 1996. "The forced circulation performance of a sun tracking parabolic concentrator collector," Renewable Energy, Elsevier, vol. 9(1), pages 568-571.
    11. Dersch, Jürgen & Geyer, Michael & Herrmann, Ulf & Jones, Scott A. & Kelly, Bruce & Kistner, Rainer & Ortmanns, Winfried & Pitz-Paal, Robert & Price, Henry, 2004. "Trough integration into power plants—a study on the performance and economy of integrated solar combined cycle systems," Energy, Elsevier, vol. 29(5), pages 947-959.
    12. Roldán, M.I. & Valenzuela, L. & Zarza, E., 2013. "Thermal analysis of solar receiver pipes with superheated steam," Applied Energy, Elsevier, vol. 103(C), pages 73-84.
    13. Zhang, X.R. & Yamaguchi, H. & Uneno, D. & Fujima, K. & Enomoto, M. & Sawada, N., 2006. "Analysis of a novel solar energy-powered Rankine cycle for combined power and heat generation using supercritical carbon dioxide," Renewable Energy, Elsevier, vol. 31(12), pages 1839-1854.
    14. Shnaiderman, Matan & Keren, Nir, 2014. "Cogeneration versus natural gas steam boiler: A techno-economic model," Applied Energy, Elsevier, vol. 131(C), pages 128-138.
    15. Yu, Zeting & Han, Jitian & Liu, Hai & Zhao, Hongxia, 2014. "Theoretical study on a novel ammonia–water cogeneration system with adjustable cooling to power ratios," Applied Energy, Elsevier, vol. 122(C), pages 53-61.
    16. Naqvi, Muhammad & Yan, Jinyue & Dahlquist, Erik, 2012. "Bio-refinery system in a pulp mill for methanol production with comparison of pressurized black liquor gasification and dry gasification using direct causticization," Applied Energy, Elsevier, vol. 90(1), pages 24-31.
    17. Caresana, F. & Pelagalli, L. & Comodi, G. & Renzi, M., 2014. "Microturbogas cogeneration systems for distributed generation: Effects of ambient temperature on global performance and components’ behavior," Applied Energy, Elsevier, vol. 124(C), pages 17-27.
    18. Kalogirou, Soteris, 1996. "Parabolic trough collector system for low temperature steam generation: Design and performance characteristics," Applied Energy, Elsevier, vol. 55(1), pages 1-19, September.
    19. Rosen, M. A., 1998. "Reductions in energy use and environmental emissions achievable with utility-based cogeneration: Simplified illustrations for Ontario," Applied Energy, Elsevier, vol. 61(3), pages 163-174, November.
    20. Li, Hongtao & Marechal, Francois & Favrat, Daniel, 2010. "Power and cogeneration technology environomic performance typification in the context of CO2 abatement part I: Power generation," Energy, Elsevier, vol. 35(8), pages 3143-3154.
    21. Rheinländer, Jürgen & Lippke, Frank, 1998. "Electricity and potable water from a solar tower power plant," Renewable Energy, Elsevier, vol. 14(1), pages 23-28.
    22. Pearce, J.M., 2009. "Expanding photovoltaic penetration with residential distributed generation from hybrid solar photovoltaic and combined heat and power systems," Energy, Elsevier, vol. 34(11), pages 1947-1954.
    23. Montes, M.J. & Rovira, A. & Muñoz, M. & Martínez-Val, J.M., 2011. "Performance analysis of an Integrated Solar Combined Cycle using Direct Steam Generation in parabolic trough collectors," Applied Energy, Elsevier, vol. 88(9), pages 3228-3238.
    24. Lončar, D. & Duić, N. & Bogdan, Ž., 2009. "An analysis of the legal and market framework for the cogeneration sector in Croatia," Energy, Elsevier, vol. 34(2), pages 134-143.
    25. Lončar, D. & Ridjan, I., 2012. "Medium term development prospects of cogeneration district heating systems in transition country – Croatian case," Energy, Elsevier, vol. 48(1), pages 32-39.
    26. Mokheimer, Esmail M.A. & Dabwan, Yousef N. & Habib, Mohamed A. & Said, Syed A.M. & Al-Sulaiman, Fahad A., 2015. "Development and assessment of integrating parabolic trough collectors with steam generation side of gas turbine cogeneration systems in Saudi Arabia," Applied Energy, Elsevier, vol. 141(C), pages 131-142.
    27. Basrawi, Firdaus & Yamada, Takanobu & Obara, Shin’ya, 2014. "Economic and environmental based operation strategies of a hybrid photovoltaic–microgas turbine trigeneration system," Applied Energy, Elsevier, vol. 121(C), pages 174-183.
    28. Song, Han & Starfelt, Fredrik & Daianova, Lilia & Yan, Jinyue, 2012. "Influence of drying process on the biomass-based polygeneration system of bioethanol, power and heat," Applied Energy, Elsevier, vol. 90(1), pages 32-37.
    29. Starfelt, Fredrik & Daianova, Lilia & Yan, Jinyue & Thorin, Eva & Dotzauer, Erik, 2012. "The impact of lignocellulosic ethanol yields in polygeneration with district heating – A case study," Applied Energy, Elsevier, vol. 92(C), pages 791-799.
    30. Li, Hongtao & Marechal, Francois & Favrat, Daniel, 2010. "Power and cogeneration technology environomic performance typification in the context of CO2 abatement part II: Combined heat and power cogeneration," Energy, Elsevier, vol. 35(9), pages 3517-3523.
    31. Buoro, Dario & Pinamonti, Piero & Reini, Mauro, 2014. "Optimization of a Distributed Cogeneration System with solar district heating," Applied Energy, Elsevier, vol. 124(C), pages 298-308.
    Full references (including those not matched with items on IDEAS)

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    2. Abbas, R. & Sebastián, A. & Montes, M.J. & Valdés, M., 2018. "Optical features of linear Fresnel collectors with different secondary reflector technologies," Applied Energy, Elsevier, vol. 232(C), pages 386-397.
    3. Khosrow Hemmatpour & Ramin Ghasemiasl & Mehrdad Malekzadeh dirin & Mohammad Amin Javadi, 2023. "Time-Transient Optimization of Electricity and Fresh Water Cogeneration Cycle Using Gas Fuel and Solar Energy," Mathematics, MDPI, vol. 11(3), pages 1-21, January.
    4. Kasaeian, Alibakhsh & Bellos, Evangelos & Shamaeizadeh, Armin & Tzivanidis, Christos, 2020. "Solar-driven polygeneration systems: Recent progress and outlook," Applied Energy, Elsevier, vol. 264(C).
    5. Ibrahim, Thamir k. & Mohammed, Mohammed Kamil & Awad, Omar I. & Rahman, M.M. & Najafi, G. & Basrawi, Firdaus & Abd Alla, Ahmed N. & Mamat, Rizalman, 2017. "The optimum performance of the combined cycle power plant: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 459-474.
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    7. José M. Cardemil & Allan R. Starke & Adriana Zurita & Carlos Mata‐Torres & Rodrigo Escobar, 2021. "Integration schemes for hybrid and polygeneration concentrated solar power plants," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 10(6), November.
    8. Dabwan, Yousef N. & Pei, Gang & Gao, Guangtao & Li, Jing & Feng, Junsheng, 2019. "Performance analysis of integrated linear fresnel reflector with a conventional cooling, heat, and power tri-generation plant," Renewable Energy, Elsevier, vol. 138(C), pages 639-650.
    9. Dabwan, Yousef N. & Pei, Gang & Kwan, Trevor Hocksun & Zhao, Bin, 2021. "An innovative hybrid solar preheating intercooled gas turbine using parabolic trough collectors," Renewable Energy, Elsevier, vol. 179(C), pages 1009-1026.
    10. Hoz, Jordi de la & Martín, Helena & Montalà, Montserrat & Matas, José & Guzman, Ramon, 2018. "Assessing the 2014 retroactive regulatory framework applied to the concentrating solar power systems in Spain," Applied Energy, Elsevier, vol. 212(C), pages 1377-1399.
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    12. Popov, Dimityr & Borissova, Ana, 2017. "Innovative configuration of a hybrid nuclear-solar tower power plant," Energy, Elsevier, vol. 125(C), pages 736-746.
    13. Dabwan, Yousef N. & Gang, Pei & Li, Jing & Gao, Guangtao & Feng, Junsheng, 2018. "Development and assessment of integrating parabolic trough collectors with gas turbine trigeneration system for producing electricity, chilled water, and freshwater," Energy, Elsevier, vol. 162(C), pages 364-379.
    14. Bame, Aaron T. & Furner, Joseph & Hoag, Ian & Mohammadi, Kasra & Powell, Kody & Iverson, Brian D., 2022. "Optimization of solar-coal hybridization for low solar augmentation," Applied Energy, Elsevier, vol. 319(C).
    15. 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.
    16. Shakeel, Mohammad Raghib & Mokheimer, Esmail M.A., 2022. "A techno-economic evaluation of utility scale solar power generation," Energy, Elsevier, vol. 261(PA).
    17. Ahmad M. Abubaker & Adnan Darwish Ahmad & Binit B. Singh & Yaman M. Manaserh & Loiy Al-Ghussain & Nelson K. Akafuah & Kozo Saito, 2024. "Energy and Environmental Analyses of a Solar–Gas Turbine Combined Cycle with Inlet Air Cooling," Sustainability, MDPI, vol. 16(14), pages 1-31, July.
    18. Dabwan, Yousef N. & Pei, Gang, 2020. "A novel integrated solar gas turbine trigeneration system for production of power, heat and cooling: Thermodynamic-economic-environmental analysis," Renewable Energy, Elsevier, vol. 152(C), pages 925-941.
    19. Khajepour, Sadegh & Ameri, Mehran, 2020. "Techno-economic analysis of using three Fresnel solar fields coupled to a thermal power plant for different cost of natural gas," Renewable Energy, Elsevier, vol. 146(C), pages 2243-2254.
    20. Kim, Min Jae & Kim, Tong Seop, 2019. "Integration of compressed air energy storage and gas turbine to improve the ramp rate," Applied Energy, Elsevier, vol. 247(C), pages 363-373.
    21. Pirmohamadi, Alireza & Ghazi, Mehrangiz & Nikian, Mohammad, 2019. "Optimal design of cogeneration systems in total site using exergy approach," Energy, Elsevier, vol. 166(C), pages 1291-1302.
    22. Dettori, S. & Iannino, V. & Colla, V. & Signorini, A., 2018. "An adaptive Fuzzy logic-based approach to PID control of steam turbines in solar applications," Applied Energy, Elsevier, vol. 227(C), pages 655-664.

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