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Research Article

Presenting new artificial intelligence techniques for finding optimum performance of solar chimney power plant

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Article: 2313707 | Received 14 Sep 2023, Accepted 29 Jan 2024, Published online: 14 Feb 2024

References

  • Ahmad, Muhammad Waseem, Jonathan Reynolds, and Yacine Rezgui. 2018. “Predictive Modelling for Solar Thermal Energy Systems: A Comparison of Support Vector Regression, Random Forest, Extra Trees and Regression Trees.” Journal of Cleaner Production 203: 810–821. https://doi.org/10.1016/J.JCLEPRO.2018.08.207.
  • Bilgen, E., and J. Rheault. 2005. “Solar Chimney Power Plants for High Latitudes.” Solar Energy 79 (5): 449–458. https://doi.org/10.1016/j.solener.2005.01.003.
  • Çunkas, M., and U. Taşkiran. 2011. “Turkey’s Electricity Consumption Forecasting Using Genetic Programming.” Energy Sources, Part B: Economics, Planning, and Policy 6 (4): 406–416. https://doi.org/10.1080/15567240903047558.
  • Das, Pritam, and V. P. Chandramohan. 2022. “A Review on Solar Updraft Tower Plant Technology: Thermodynamic Analysis, Worldwide Status, Recent Advances, Major Challenges and Opportunities.” Sustainable Energy Technologies and Assessments 52: 102091. https://doi.org/10.1016/J.SETA.2022.102091.
  • Dehghani, Saeed, and Amir H. Mohammadi. 2014. “Optimum Dimension of Geometric Parameters of Solar Chimney Power Plants – A Multi-Objective Optimization Approach.” Solar Energy 105: 603–612. https://doi.org/10.1016/J.SOLENER.2014.04.006.
  • du Preez, Francois Abraham. 1992. “The Influence of Cross-Winds on the Performance of Natural Draft Cooling Towers.” PhD. diss., University of Stellenbosch, Stellenbosch, South Africa.
  • Guo, Peng hua, Jing yin Li, and Yuan Wang. 2014. “Numerical Simulations of Solar Chimney Power Plant with Radiation Model.” Renewable Energy, 24–30. https://doi.org/10.1016/j.renene.2013.06.039.
  • Habibollahzade, Ali, Iman Fakhari, Saeed Mohsenian, Hossein Aberoumand, and Robert A. Taylor. 2021. “Multi-Objective Grey Wolf Optimization of Solar Chimneys Based on an Improved Model Incorporating a Wind Turbine Power Curve.” Energy Conversion and Management 239: 114231. https://doi.org/10.1016/J.ENCONMAN.2021.114231.
  • Karabulut, Korhan, Ahmet Alkan, and Ahmet S. Yilmaz. 2008. “Long Term Energy Consumption Forecasting Using Genetic Programming.” Mathematical and Computational Applications 13 (2): 71–80. https://doi.org/10.3390/MCA13020071.
  • Koonsrisuk, Atit. 2012. “Mathematical Modeling of Sloped Solar Chimney Power Plants.” Energy 47 (1): 582–589. https://doi.org/10.1016/j.energy.2012.09.039.
  • Koonsrisuk, Atit, and Tawit Chitsomboon. 2007. “Dynamic Similarity in Solar Chimney Modeling.” Solar Energy 81 (12): 1439–1446. https://doi.org/10.1016/j.solener.2007.03.003.
  • Koonsrisuk, Atit, and Tawit Chitsomboon. 2009a. “Accuracy of Theoretical Models in the Prediction of Solar Chimney Performance.” Solar Energy 83 (10): 1764–1771. https://doi.org/10.1016/j.solener.2009.05.012.
  • Koonsrisuk, Atit, and Tawit Chitsomboon. 2009b. “A Single Dimensionless Variable for Solar Chimney Power Plant Modeling.” Solar Energy 83 (12): 2136–2143. https://doi.org/10.1016/j.solener.2009.07.015.
  • Koonsrisuk, Atit, and Tawit Chitsomboon. 2013. “Mathematical Modeling of Solar Chimney Power Plants.” Energy 51: 314–322. https://doi.org/10.1016/j.energy.2012.10.038.
  • Lal, Shiv, S. C. Kaushik, and Ranjana Hans. 2016. “Experimental Investigation and CFD Simulation Studies of a Laboratory Scale Solar Chimney for Power Generation.” Sustainable Energy Technologies and Assessments 13: 13–22. https://doi.org/10.1016/j.seta.2015.11.005.
  • Li, Jing yin, Peng hua Guo, and Yuan Wang. 2012. “Effects of Collector Radius and Chimney Height on Power Output of a Solar Chimney Power Plant with Turbines.” Renewable Energy 47: 21–28. https://doi.org/10.1016/J.RENENE.2012.03.018.
  • Nasraoui, Haythem, Zied Driss, and Hedi Kchaou. 2020. “Novel Collector Design for Enhancing the Performance of Solar Chimney Power Plant.” Renewable Energy 145: 1658–1671. https://doi.org/10.1016/j.renene.2019.07.062.
  • Nizetic, S., and B. Klarin. 2010. “A Simplified Analytical Approach for Evaluation of the Optimal Ratio of Pressure Drop Across the Turbine in Solar Chimney Power Plants.” Applied Energy 87 (2): 587–591. https://doi.org/10.1016/j.apenergy.2009.05.019.
  • Persson, Caroline, Peder Bacher, Takahiro Shiga, and Henrik Madsen. 2017. “Multi-Site Solar Power Forecasting Using Gradient Boosted Regression Trees.” Solar Energy 150: 423–436. https://doi.org/10.1016/J.SOLENER.2017.04.066.
  • Pretorius, Johannes P., and Detlev G. Kroger. 2006. “Solar Chimney Power Plant Performance.” Journal of Solar Energy Engineering Transactions of the ASME 128 (3): 302–311. https://doi.org/10.1115/1.2210491.
  • Rahdan, Parisa, Alibakhsh Kasaeian, and Wei Mon Yan. 2021. “Simulation and Geometric Optimization of a Hybrid System of Solar Chimney and Water Desalination.” Energy Conversion and Management 243: 114291. https://doi.org/10.1016/J.ENCONMAN.2021.114291.
  • Sangi, Roozbeh. 2012. “Performance Evaluation of Solar Chimney Power Plants in Iran.” Renewable and Sustainable Energy Reviews 16 (1): 704–710. https://doi.org/10.1016/j.rser.2011.08.035.
  • Schlaich, Jörg. 1996. The Solar Chimney: Electricity from the Sun. Stuttgart: Edition Axel Menges.
  • Schlaich, Jörg, Rudolf Bergermann, Wolfgang Schiel, and Gerhard Weinrebe. 2005. “Design of Commercial Solar Updraft Tower Systems—Utilization of Solar Induced Convective Flows for Power Generation.” Journal of Solar Energy Engineering 127 (1): 117–124. https://doi.org/10.1115/1.1823493.
  • Setareh, Milad. 2021. “Comprehensive Mathematical Study on Solar Chimney Powerplant.” Renewable Energy 175: 470–485. https://doi.org/10.1016/j.renene.2021.05.017.
  • Sohani, Ali, and Hoseyn Sayyaadi. 2020. “Employing Genetic Programming to Find the Best Correlation to Predict Temperature of Solar Photovoltaic Panels.” Energy Conversion and Management 224: 113291. https://doi.org/10.1016/J.ENCONMAN.2020.113291.
  • Srinivsan, Narasimhan, and V. Rajendran. 2021. “Decision Trees for Nuclear Power Plant Performance Optimization.” IOSR Journal of Computer Engineering 23: 51–62. https://doi.org/10.9790/0661-2302025162.
  • Wang, Jidong, Peng Li, Ran Ran, Yanbo Che, and Yue Zhou. 2018. “A Short-Term Photovoltaic Power Prediction Model Based on the Gradient Boost Decision Tree.” Applied Sciences 8 (5): 689. https://doi.org/10.3390/APP8050689.
  • Zhou, Xinping, Marco A.dos S. Bernardes, and Reccab M. Ochieng. 2012. “Influence of Atmospheric Cross Flow on Solar Updraft Tower Inflow.” Energy 42 (1): 400. https://doi.org/10.1016/j.energy.2012.03.037.
  • Zhou, Yong, Yanfeng Liu, Dengjia Wang, Gejirifu De, Yong Li, Xiaojun Liu, and Yingying Wang. 2021. “A Novel Combined Multi-Task Learning and Gaussian Process Regression Model for the Prediction of Multi-Timescale and Multi-Component of Solar Radiation.” Journal of Cleaner Production 284: 124710. https://doi.org/10.1016/J.JCLEPRO.2020.124710.
  • Zhou, Xinping, and Yangyang Xu. 2018. ““Pressure Losses in Solar Chimney Power Plant.” Journal of Solar Energy Engineering, Transactions of the ASME 140 (2), https://doi.org/10.1115/1.4038962.
  • Zuo, Lu, Pengzhan Dai, Ziyang Yan, Chuang Li, Yuan Zheng, and Yunting Ge. 2021. “Design and Optimization of Turbine for Solar Chimney Power Plant Based on Lifting Design Method of Axial-Flow Hydraulic Turbine Impeller.” Renewable Energy 171: 799–811. https://doi.org/10.1016/J.RENENE.2021.02.121.

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