IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v396y2025ics0306261925009444.html

Optimization of hybrid solar chimney power plants (HSCPPs): A review of multi-objective approaches

Author

Listed:
  • Mandal, Dipak Kumar
  • Gupta, Kritesh Kumar
  • Biswas, Nirmalendu
  • Manna, Nirmal K.
  • Santra, Somnath
  • Benim, Ali Cemal

Abstract

This comprehensive review examines the state-of-the-art developments in multi-objective optimization approaches for hybrid solar chimney power plants. The study examines practically relevant challenges of hybrid solar chimney power plant systems where the deployment of multi-objective optimization is critical. In terms of techniques used for multi-objective optimization, the presented review article chronologically discusses the evolution of optimization algorithms from scalarization to Pareto front-based evolutionary algorithms, and finally the integration of multi-objective optimization with machine learning frameworks. Through a detailed examination of 185 research works, this review identifies critical optimization challenges and emerging solutions in the field. This review highlights that while conventional optimization techniques have proven effective, modern hybrid algorithms that integrate evolutionary computation with machine learning methods offer enhanced performance in addressing the complex trade-offs involved in the design and operation of hybrid solar chimney power plants. Furthermore, the study identifies key areas for future research and offers insights on potential advancements, including real-time optimization and integration with smart grid systems. This work provides valuable information for both researchers and practitioners, keeping them informed on the latest developments in solar chimney-based energy systems and the role of multi-objective optimization in optimizing plant operations within the context of renewable energy applications.

Suggested Citation

  • Mandal, Dipak Kumar & Gupta, Kritesh Kumar & Biswas, Nirmalendu & Manna, Nirmal K. & Santra, Somnath & Benim, Ali Cemal, 2025. "Optimization of hybrid solar chimney power plants (HSCPPs): A review of multi-objective approaches," Applied Energy, Elsevier, vol. 396(C).
    • Handle: RePEc:eee:appene:v:396:y:2025:i:c:s0306261925009444
    DOI: 10.1016/j.apenergy.2025.126214
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261925009444
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2025.126214?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Amirkhani, S. & Nasirivatan, Sh. & Kasaeian, A.B. & Hajinezhad, A., 2015. "ANN and ANFIS models to predict the performance of solar chimney power plants," Renewable Energy, Elsevier, vol. 83(C), pages 597-607.
    2. Drame, Oumar & Yahya, Zeinebou & Sarr, Adama & Lamine Sow, Mamadou, 2025. "Effect of collector-absorber inclination angle on solar chimney power plants (SCPP): A computational fluid dynamics (CFD) modeling approach," Energy, Elsevier, vol. 324(C).
    3. Rami Alamoudi & Osman Taylan & Mehmet Azmi Aktacir & Enrique Herrera-Viedma, 2021. "Designing a Solar Photovoltaic System for Generating Renewable Energy of a Hospital: Performance Analysis and Adjustment Based on RSM and ANFIS Approaches," Mathematics, MDPI, vol. 9(22), pages 1-24, November.
    4. Arévalo, Paul & Cano, Antonio & Jurado, Francisco, 2024. "Large-scale integration of renewable energies by 2050 through demand prediction with ANFIS, Ecuador case study," Energy, Elsevier, vol. 286(C).
    5. Torkfar, Arman & Arefian, Amir & Hosseini-Abardeh, Reza & Bahrami, Mohsen, 2023. "Implementation of active and passive control strategies for power generation in a solar chimney power plant: A technical evaluation of Manzanares prototype," Renewable Energy, Elsevier, vol. 216(C).
    6. Mellit, Adel & Kalogirou, Soteris A., 2011. "ANFIS-based modelling for photovoltaic power supply system: A case study," Renewable Energy, Elsevier, vol. 36(1), pages 250-258.
    7. Kamali, Sadegh & Amraee, Turaj, 2017. "Blackout prediction in interconnected electric energy systems considering generation re-dispatch and energy curtailment," Applied Energy, Elsevier, vol. 187(C), pages 50-61.
    8. Zeng, Jianwu & Qiao, Wei, 2013. "Short-term solar power prediction using a support vector machine," Renewable Energy, Elsevier, vol. 52(C), pages 118-127.
    9. Mansoor Mustafa & Muhammad Omer Farooq Malik & Ahsen Maqsoom, 2024. "Barriers to Solar PV Adoption in Developing Countries: Multiple Regression and Analytical Hierarchy Process Approach," Sustainability, MDPI, vol. 16(3), pages 1-19, January.
    10. Kalogirou, Soteris A., 2001. "Artificial neural networks in renewable energy systems applications: a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 5(4), pages 373-401, December.
    11. 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.
    12. Erdem Cuce & Abhishek Saxena & Pinar Mert Cuce & Harun Sen & Shaopeng Guo & K Sudhakar, 2021. "Performance assessment of solar chimney power plants with the impacts of divergent and convergent chimney geometry," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 16(3), pages 704-714.
    13. Sankar, Anjana & Gupta, Kritesh Kumar & Bhalla, Vishal & Pandey, Daya Shankar, 2025. "Multi-criteria optimization of nanofluid-based solar collector for enhanced performance: An explainable machine learning-driven approach," Energy, Elsevier, vol. 320(C).
    14. 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.
    15. Souleymane Drabo & Siqi Lai & Hongwei Liu & Xiangheng Feng, 2024. "10 MW FOWT Semi-Submersible Multi-Objective Optimization: A Comparative Study of PSO, SA, and ACO," Energies, MDPI, vol. 17(23), pages 1-23, November.
    16. Dhanasingh Sivalinga Vijayan & Eugeniusz Koda & Arvindan Sivasuriyan & Jan Winkler & Parthiban Devarajan & Ramamoorthy Sanjay Kumar & Aleksandra Jakimiuk & Piotr Osinski & Anna Podlasek & Magdalena Da, 2023. "Advancements in Solar Panel Technology in Civil Engineering for Revolutionizing Renewable Energy Solutions—A Review," Energies, MDPI, vol. 16(18), pages 1-33, September.
    17. Das, Pritam & Chandramohan, V.P., 2019. "Computational study on the effect of collector cover inclination angle, absorber plate diameter and chimney height on flow and performance parameters of solar updraft tower (SUT) plant," Energy, Elsevier, vol. 172(C), pages 366-379.
    18. Fadaei, Niloufar & Kasaeian, Alibakhsh & Akbarzadeh, Aliakbar & Hashemabadi, Seyed Hassan, 2018. "Experimental investigation of solar chimney with phase change material (PCM)," Renewable Energy, Elsevier, vol. 123(C), pages 26-35.
    19. Hachicha, Ahmed Amine & Abo-Zahhad, Essam M. & Masmoudi, Malek & Said, Zafar & Rahman, S.M.A., 2024. "Techno-Economic evaluation and multi-objective optimization of a filter equipped solar chimney system," Renewable Energy, Elsevier, vol. 237(PA).
    20. Tawalbeh, Muhammad & Mohammed, Shima & Alnaqbi, Aaesha & Alshehhi, Shouq & Al-Othman, Amani, 2023. "Analysis for hybrid photovoltaic/solar chimney seawater desalination plant: A CFD simulation in Sharjah, United Arab Emirates," Renewable Energy, Elsevier, vol. 202(C), pages 667-685.
    21. L. Cabezón & L. G. B. Ruiz & D. Criado-Ramón & E. J. Gago & M. C. Pegalajar, 2022. "Photovoltaic Energy Production Forecasting through Machine Learning Methods: A Scottish Solar Farm Case Study," Energies, MDPI, vol. 15(22), pages 1-14, November.
    22. Salari, Ali & Shakibi, Hamid & Alimohammadi, Mahdieh & Naghdbishi, Ali & Goodarzi, Shadi, 2023. "A machine learning approach to optimize the performance of a combined solar chimney-photovoltaic thermal power plant," Renewable Energy, Elsevier, vol. 212(C), pages 717-737.
    23. Habibollahzade, Ali, 2019. "Employing photovoltaic/thermal panels as a solar chimney roof: 3E analyses and multi-objective optimization," Energy, Elsevier, vol. 166(C), pages 118-130.
    24. Zuo, Lu & Yan, Ziyang & Dai, Pengzhan & Zhou, Tian & Qu, Bo & Yuan, Yue & Ge, Yunting, 2022. "Experimental research on the operation characteristics of solar chimney power plant combined with distillation (SCPPCD)," Applied Energy, Elsevier, vol. 326(C).
    25. de Araujo Passos, Luigi Antonio & Ceha, Thomas Joseph & Baldi, Simone & De Schutter, Bart, 2023. "Model predictive control of a thermal chimney and dynamic solar shades for an all-glass facades building," Energy, Elsevier, vol. 264(C).
    26. Xie, Mingxi & Jia, Teng & Dai, Yanjun, 2022. "Hybrid photovoltaic/solar chimney power plant combined with agriculture: The transformation of a decommissioned coal-fired power plant," Renewable Energy, Elsevier, vol. 191(C), pages 1-16.
    27. Shorabeh, Saman Nadizadeh & Samany, Najmeh Neysani & Minaei, Foad & Firozjaei, Hamzeh Karimi & Homaee, Mehdi & Boloorani, Ali Darvishi, 2022. "A decision model based on decision tree and particle swarm optimization algorithms to identify optimal locations for solar power plants construction in Iran," Renewable Energy, Elsevier, vol. 187(C), pages 56-67.
    28. Balijepalli, Ramakrishna & Chandramohan, V.P. & Kirankumar, K., 2020. "Development of a small scale plant for a solar chimney power plant (SCPP): A detailed fabrication procedure, experiments and performance parameters evaluation," Renewable Energy, Elsevier, vol. 148(C), pages 247-260.
    29. Ottesen, Stig Ødegaard & Tomasgard, Asgeir & Fleten, Stein-Erik, 2016. "Prosumer bidding and scheduling in electricity markets," Energy, Elsevier, vol. 94(C), pages 828-843.
    30. Setayesh, Hesam & Kasaeian, Alibakhsh & Najafi, Mohammad & Madani Pour, Mohammadreza & Akbari, Mojtaba, 2024. "The effects of geometric factors on power generation performance in solar chimney power plants," Energy, Elsevier, vol. 310(C).
    31. Abdelsalam, Emad & Darwish, Omar & Karajeh, Ola & Almomani, Fares & Darweesh, Dirar & Kiswani, Sanad & Omar, Abdullah & Alkisrawi, Malek, 2022. "A classifier to detect best mode for Solar Chimney Power Plant system," Renewable Energy, Elsevier, vol. 197(C), pages 244-256.
    32. Hassan, Aakash & Ali, Majid & Waqas, Adeel, 2018. "Numerical investigation on performance of solar chimney power plant by varying collector slope and chimney diverging angle," Energy, Elsevier, vol. 142(C), pages 411-425.
    33. Al-Kayiem, Hussain H. & Aurybi, Mohammed A. & Gilani, Syed I.U. & Ismaeel, Ali A. & Mohammad, Sanan T., 2019. "Performance evaluation of hybrid solar chimney for uninterrupted power generation," Energy, Elsevier, vol. 166(C), pages 490-505.
    34. Md Mijanur Rahman & Mohammad Shakeri & Sieh Kiong Tiong & Fatema Khatun & Nowshad Amin & Jagadeesh Pasupuleti & Mohammad Kamrul Hasan, 2021. "Prospective Methodologies in Hybrid Renewable Energy Systems for Energy Prediction Using Artificial Neural Networks," Sustainability, MDPI, vol. 13(4), pages 1-28, February.
    35. 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.
    36. Dania Ortiz & Vera Migueis & Vitor Leal & Janelle Knox-Hayes & Jungwoo Chun, 2022. "Analysis of Renewable Energy Policies through Decision Trees," Sustainability, MDPI, vol. 14(13), pages 1-31, June.
    37. Thirunavukkarasu, M. & Sawle, Yashwant & Lala, Himadri, 2023. "A comprehensive review on optimization of hybrid renewable energy systems using various optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 176(C).
    38. Erdem Cuce & Pinar Mert Cuce & Salvatore Carlucci & Harun Sen & Kumarasamy Sudhakar & Md. Hasanuzzaman & Reza Daneshazarian, 2022. "Solar Chimney Power Plants: A Review of the Concepts, Designs and Performances," Sustainability, MDPI, vol. 14(3), pages 1-66, January.
    39. Al-Kayiem, Hussain H. & Aja, Ogboo Chikere, 2016. "Historic and recent progress in solar chimney power plant enhancing technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1269-1292.
    40. Kasaeian, A.B. & Molana, Sh. & Rahmani, K. & Wen, D., 2017. "A review on solar chimney systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 954-987.
    41. Li, Y. & Arulnathan, V. & Heidari, M.D. & Pelletier, N., 2022. "Design considerations for net zero energy buildings for intensive, confined poultry production: A review of current insights, knowledge gaps, and future directions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    42. Moutis, Panayiotis & Skarvelis-Kazakos, Spyros & Brucoli, Maria, 2016. "Decision tree aided planning and energy balancing of planned community microgrids," Applied Energy, Elsevier, vol. 161(C), pages 197-205.
    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. Mandal, Dipak Kumar & Vaishali, & Gupta, Kritesh Kumar & Biswas, Nirmalendu & Manna, Nirmal K. & Santra, Somnath & Cuce, Erdem, 2025. "A novel comparative study of machine learning surrogate models for solar chimney (SC) plant performance evaluation: Thermo-physical insights," Energy, Elsevier, vol. 330(C).
    2. Nirmalendu Biswas & Dipak Kumar Mandal & Sharmistha Bose & Nirmal K. Manna & Ali Cemal Benim, 2023. "Experimental Treatment of Solar Chimney Power Plant—A Comprehensive Review," Energies, MDPI, vol. 16(17), pages 1-41, August.
    3. Farshid Kassaei & Ashkan Bagherzadeh & Mahyar Abedi & André Bénard, 2025. "Experimental Studies of Solar Chimneys: A Survey of Performance, Design, and Applications for Power Generation," Energies, MDPI, vol. 18(17), pages 1-33, August.
    4. Jha, Sunil Kr. & Bilalovic, Jasmin & Jha, Anju & Patel, Nilesh & Zhang, Han, 2017. "Renewable energy: Present research and future scope of Artificial Intelligence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 297-317.
    5. Al-Kayiem, Hussain H. & Tukkee, Ali M. & See, Yuan K., 2024. "Experimental assessment of a solar vortex engine integrated with sensible TES at different collector configurations," Renewable Energy, Elsevier, vol. 227(C).
    6. Sedighi, Ali Asghar & Deldoost, Zeynab & Karambasti, Bahram Mahjoob, 2020. "Effect of thermal energy storage layer porosity on performance of solar chimney power plant considering turbine pressure drop," Energy, Elsevier, vol. 194(C).
    7. Rahimi-Larki, Mohsen & Arefian, Amir & Nazari, Samira & Torkfar, Arman & Hosseini-Abardeh, Reza & Sarlak, Hamid, 2025. "Performance investigation of a sloped collector solar chimney system exposed to the ambient crosswind," Energy, Elsevier, vol. 318(C).
    8. Xiong, Hanbing & Ming, Tingzhen & Shi, Tianhao & Wu, Yongjia & Li, Wei & de Richter, Renaud & Zhou, Nan, 2024. "Numerical investigation on performance of solar chimney power plant with three wind resistant structures," Energy, Elsevier, vol. 297(C).
    9. Murena, Fabio & Gaggiano, Imma & Mele, Benedetto, 2022. "Fluid dynamic performances of a solar chimney plant: Analysis of experimental data and CFD modelling," Energy, Elsevier, vol. 249(C).
    10. Arijit A. Ganguli & Sagar S. Deshpande & Aniruddha B. Pandit, 2021. "CFD Simulations for Performance Enhancement of a Solar Chimney Power Plant (SCPP) and Techno-Economic Feasibility for a 5 MW SCPP in an Indian Context," Energies, MDPI, vol. 14(11), pages 1-28, June.
    11. Singh, Tejasvi & Kumar, Amitesh, 2024. "Numerical analysis of the divergent solar chimney power plant with a novel arc and fillet radius at the chimney base region," Renewable Energy, Elsevier, vol. 228(C).
    12. Elsayed, Ahmed M. & Gaheen, Osama A. & Aziz, Mohamed A., 2024. "Enhancing solar chimney power plant performance through innovative collector curved-guide vanes configurations," Renewable Energy, Elsevier, vol. 232(C).
    13. Elsayed, Ahmed M. & Gaheen, Osama A. & Abdelrahman, M.A. & Aziz, Mohamed A., 2024. "An experimental investigation of a solar chimney integrated with a bladeless wind turbine for sustainable energy harvesting," Energy, Elsevier, vol. 304(C).
    14. Singh, Ajeet Pratap & Singh, Jaydeep & Kumar, Amit & Singh, O.P., 2023. "Vertical limit reduction of chimney in solar power plant," Renewable Energy, Elsevier, vol. 217(C).
    15. Singh, Ajeet Pratap & Kumar, Amit & Akshayveer, & Singh, O.P., 2021. "A novel concept of integrating bell-mouth inlet in converging-diverging solar chimney power plant," Renewable Energy, Elsevier, vol. 169(C), pages 318-334.
    16. Cheng, Xudong & Shi, Zhicheng & Nguyen, Kate & Zhang, Lihai & Zhou, Yong & Zhang, Guomin & Wang, Jinhui & Shi, Long, 2020. "Solar chimney in tunnel considering energy-saving and fire safety," Energy, Elsevier, vol. 210(C).
    17. Tawalbeh, Muhammad & Mohammed, Shima & Alnaqbi, Aaesha & Alshehhi, Shouq & Al-Othman, Amani, 2023. "Analysis for hybrid photovoltaic/solar chimney seawater desalination plant: A CFD simulation in Sharjah, United Arab Emirates," Renewable Energy, Elsevier, vol. 202(C), pages 667-685.
    18. Arsalan Masood & Ubaid Ahmed & Syed Zulqadar Hassan & Ahsan Raza Khan & Anzar Mahmood, 2025. "Economic Value Creation of Artificial Intelligence in Supporting Variable Renewable Energy Resource Integration to Power Systems: A Systematic Review," Sustainability, MDPI, vol. 17(6), pages 1-42, March.
    19. Selimefendigil, Fatih & Öztop, Hakan F., 2021. "Thermoelectric generation in bifurcating channels and efficient modeling by using hybrid CFD and artificial neural networks," Renewable Energy, Elsevier, vol. 172(C), pages 582-598.
    20. Pinar Mert Cuce & Erdem Cuce & Saad Alshahrani & Shaik Saboor & Harun Sen & Ibham Veza & C. Ahamed Saleel, 2022. "Performance Evaluation of Solar Chimney Power Plants with Bayburt Stone and Basalt on the Ground as Natural Energy Storage Material," Sustainability, MDPI, vol. 14(17), pages 1-14, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:396:y:2025:i:c:s0306261925009444. 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.