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Multi-Objective Optimization of a Solar Chimney Power Plant with Inclined Collector Roof Using Genetic Algorithm

Author

Listed:
  • Ehsan Gholamalizadeh

    (School of Mechanical Engineering, Kyungpook National University, Daegu 41566, Korea)

  • Man-Hoe Kim

    (School of Mechanical Engineering, Kyungpook National University, Daegu 41566, Korea)

Abstract

This paper presents an optimization of a solar chimney power plant with an inclined collector roof using genetic algorithms. Five design parameters that affect the system performance are the collector radius, collector inlet height, collector outlet height, chimney height and diameter. A multi-objective design to simultaneously optimize three conflicting objectives including system efficiency, power output and expenditure is used. Based on this approach, obtaining the best combination of the possible geometrical parameters, performance of two built pilot power plants in Kerman (Iran) and Manzanares (Spain) are optimized thermo-economically. The heights of the zero-slope collectors of the Kerman and Manzanares systems are 2 m and 1.85 m, respectively. The results show that in the Kerman pilot the optimal collector inlet and outlet heights are 1.5 m and 2.95 m, respectively, while those optimal heights in the Manzanares prototype are 1.5 m and 4.6 m, respectively. It is found that selecting the optimal collector roof configuration in addition to the other design parameters has a significant effect in the system optimization process.

Suggested Citation

  • Ehsan Gholamalizadeh & Man-Hoe Kim, 2016. "Multi-Objective Optimization of a Solar Chimney Power Plant with Inclined Collector Roof Using Genetic Algorithm," Energies, MDPI, vol. 9(11), pages 1-14, November.
    • Handle: RePEc:gam:jeners:v:9:y:2016:i:11:p:971-:d:83353
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    References listed on IDEAS

    as
    1. Koonsrisuk, Atit & Chitsomboon, Tawit, 2013. "Effects of flow area changes on the potential of solar chimney power plants," Energy, Elsevier, vol. 51(C), pages 400-406.
    2. Gholamalizadeh, Ehsan & Kim, Man-Hoe, 2016. "CFD (computational fluid dynamics) analysis of a solar-chimney power plant with inclined collector roof," Energy, Elsevier, vol. 107(C), pages 661-667.
    3. Gholamalizadeh, E. & Mansouri, S.H., 2013. "A comprehensive approach to design and improve a solar chimney power plant: A special case – Kerman project," Applied Energy, Elsevier, vol. 102(C), pages 975-982.
    4. Gholamalizadeh, Ehsan & Kim, Man-Hoe, 2014. "Three-dimensional CFD analysis for simulating the greenhouse effect in solar chimney power plants using a two-band radiation model," Renewable Energy, Elsevier, vol. 63(C), pages 498-506.
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    7. Gholamalizadeh, Ehsan & Kim, Man-Hoe, 2014. "Thermo-economic triple-objective optimization of a solar chimney power plant using genetic algorithms," Energy, Elsevier, vol. 70(C), pages 204-211.
    8. Guo, Peng-hua & Li, Jing-yin & Wang, Yuan, 2014. "Numerical simulations of solar chimney power plant with radiation model," Renewable Energy, Elsevier, vol. 62(C), pages 24-30.
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    Cited by:

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    2. José de Jesús Jaramillo Serna & Jesús M. López-Lezama, 2019. "Calculation of Distance Protection Settings in Mutually Coupled Transmission Lines: A Comparative Analysis," Energies, MDPI, vol. 12(7), pages 1-32, April.
    3. Tusongjiang Kari & Wensheng Gao & Ayiguzhali Tuluhong & Yilihamu Yaermaimaiti & Ziwei Zhang, 2018. "Mixed Kernel Function Support Vector Regression with Genetic Algorithm for Forecasting Dissolved Gas Content in Power Transformers," Energies, MDPI, vol. 11(9), pages 1-19, September.
    4. Seungjin Lee & Yoon Seok Kim & Joong Yull Park, 2018. "Numerical Investigation on the Effects of Baffles with Various Thermal and Geometrical Conditions on Thermo-Fluid Dynamics and Kinetic Power of a Solar Updraft Tower," Energies, MDPI, vol. 11(9), pages 1-14, August.
    5. Toghraie, Davood & Karami, Amir & Afrand, Masoud & Karimipour, Arash, 2018. "Effects of geometric parameters on the performance of solar chimney power plants," Energy, Elsevier, vol. 162(C), pages 1052-1061.
    6. Ander Sánchez-Chica & Ekaitz Zulueta & Daniel Teso-Fz-Betoño & Pablo Martínez-Filgueira & Unai Fernandez-Gamiz, 2019. "ANN-Based Stop Criteria for a Genetic Algorithm Applied to Air Impingement Design," Energies, MDPI, vol. 13(1), pages 1-17, December.
    7. Ehsan Gholamalizadeh & Jae Dong Chung, 2017. "A Comparative Study of CFD Models of a Real Wind Turbine in Solar Chimney Power Plants," Energies, MDPI, vol. 10(10), pages 1-11, October.
    8. Álvaro Jaramillo-Duque & Nicolás Muñoz-Galeano & José R. Ortiz-Castrillón & Jesús M. López-Lezama & Ricardo Albarracín-Sánchez, 2018. "Power Loss Minimization for Transformers Connected in Parallel with Taps Based on Power Chargeability Balance," Energies, MDPI, vol. 11(2), pages 1-12, February.
    9. Emad Abdelsalam & Feras Kafiah & Malek Alkasrawi & Ismael Al-Hinti & Ahmad Azzam, 2020. "Economic Study of Solar Chimney Power-Water Distillation Plant (SCPWDP)," Energies, MDPI, vol. 13(11), pages 1-14, June.
    10. Ho-Young Kim & Mun-Kyeom Kim & San Kim, 2017. "Multi-Objective Scheduling Optimization Based on a Modified Non-Dominated Sorting Genetic Algorithm-II in Voltage Source Converter−Multi-Terminal High Voltage DC Grid-Connected Offshore Wind Farms wit," Energies, MDPI, vol. 10(7), pages 1-21, July.

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