Forecasting of biogas potential using artificial neural networks and time series models for Türkiye to 2035

Şenol, Halil; Çolak, Emre; Oda, Volkan

doi:10.1016/j.energy.2024.131949

Energy

2024

DOI: 10.1016/j.energy.2024.131949

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Forecasting of biogas potential using artificial neural networks and time series models for Türkiye to 2035

Halil Şenol,

Emre Çolak,

Volkan Oda

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2024

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Cited by 2 publications

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Interpretation of possible biogas production capacity by investigating the effects of anaerobic digester tank geometry and angular velocity on flow characteristics

Celik,

Elibol,

Turgut

et al. 2024

Environ Sci Pollut Res

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Interpretation of possible biogas production capacity by investigating the effects of anaerobic digester tank geometry and angular velocity on flow characteristics

Celik,

Elibol,

Turgut

et al. 2024

Environ Sci Pollut Res

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Analysis of the Total Number of Licensed Athletes Using Artificial Neural Networks for the Future Years in Türkiye

Şenol,

Çolak,

Çolak

2024

Karadeniz Fen Bilimleri Dergisi

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The term sport refers to a collection of competitive or leisure physical activities conducted under certain rules and regulations to enhance individuals' physical capabilities, skills, and endurance. Official figures indicate that there are roughly 6.25 million licensed athletes in Türkiye as of 2022. The projection of this figure in the forthcoming years is crucial for facilitating more efficient sports policy planning. The entire number of athletes in Türkiye till 2040 was projected using artificial neural networks (ANN). The utilization of artificial neural networks to predict the number of athletes facilitates the production of projections for subsequent years. These estimations furnish essential data for the expansion of sports and the growth potential of the sports business. The study utilized the Levenberg-Marquardt and Bayesian Regularization techniques of ANN. By the year 2040, it is projected that Türkiye would have a minimum of 7.33 million athletes. Future research should quantify and analyze the number of athletes across various disciplines utilizing ANN algorithms.

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Forecasting of biogas potential using artificial neural networks and time series models for Türkiye to 2035

Cited by 2 publications

References 60 publications

Interpretation of possible biogas production capacity by investigating the effects of anaerobic digester tank geometry and angular velocity on flow characteristics

Interpretation of possible biogas production capacity by investigating the effects of anaerobic digester tank geometry and angular velocity on flow characteristics

Analysis of the Total Number of Licensed Athletes Using Artificial Neural Networks for the Future Years in Türkiye

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