Determination of Electric Energy Production from Solar Chimney with Tree-Based Machine Learning Methods and Interpretation with SHAP Method

Author:

Ateş Fatmanur1,Aksoy Bekir2,Şenol Ramazan3,Üçgül İbrahim4,Koyun Arif5

Affiliation:

1. Department of Electrical and Electronics Engineering, Isparta University of Applied Sciences, Faculty of Technology, Isparta, Turkey (Corresponding author), e-mail: fatmanurates@isparta.edu.tr, https://orcid.org/0000-0001-5465-2483

2. Department of Mechatronics Engineering, Isparta University of Applied Sciences, Faculty of Technology, Isparta, Turkey, https://orcid.org/0000-0001-8052-9411

3. Department of Electrical and Electronics Engineering, Isparta University of Applied Sciences, Faculty of Technology, Isparta, Turkey, https://orcid.org/0000-0002-7078-3229

4. Department of Textile Engineering, Süleyman Demirel University, Faculty of Engineering, Isparta, Turkey, https://orcid.org/0000-0001-9794-0653

5. Department of Computer Engineering, Süleyman Demirel University, Faculty of Engineering, Isparta, Turkey, https://orcid.org/0000-0001-6701-363X

Publisher

ASTM International

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Reference34 articles.

1. Küresel Isınmayı Önlemeye Yönelik Çabalar Ve Türkiye;Şanlı;Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi,2007

2. Global Warming: Exploring Global Warning;Suraiya;International Journal of Research in Social Sciences,2016

3. Yenilenebilir Enerji Kaynaklarının Küresel Iklim Değişikliği Üzerine Etkisi;Güner;Doğal Afetler ve Çevre Dergisi,2017

4. Environmental Impacts of Solar Energy Systems: A Review;Rabaia;Science of the Total Environment,2021

5. Z. R. Yabuz, “Güneş Bacasında Konstrüktif İyileştirme Çalışmaları Ve Performans Artırıcı Yöntemlerin Araştırılması” (PhD Diss., SDÜ Fen Bilimleri Enstitüsü, 2009).

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