Optimization of the Parameters Affecting the Heat Transfer Enhancement on the Solar Air  Collector with Taguchi Method

Ata, İsmail; Acır, Adem

doi:10.2339/politeknik.525884

Cited by 3 publications

(3 citation statements)

References 18 publications

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“…Notably, the Taguchi method tests combination pairs rather than exhaustively testing all potential combinations. Over the past two decades, it has found widespread application across various engineering disciplines and beyond [33], [34].…”

Section: Taguchi Methods (Taguchi Yöntemi)mentioning

confidence: 99%

Taguchi ve ANOVA Analizi Kullanılarak Fotovoltaik Enerji Santrallerinde Dizi Tasarımının Optimizasyonu

ÇİNİCİ,

ACIR

2023

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım Ve Teknoloji

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Fossil fuels, predominant in fulfilling current energy demands, are implicated in global warming, prompting a global shift towards renewable energy sources. Among these, photovoltaic (PV) solar power plants have garnered significant attention, experiencing a rapid surge in installed power capacity. However, a notable drawback of PV solar power plants is their considerable spatial footprint, emphasizing the pivotal role of efficient space utilization and shading mitigation in their design. Notably, pitch distance, array design, and PV type emerge as critical parameters influencing the performance of these power plants during installation. In the present study, eight distinct PV solar power plant designs were conceptualized, incorporating four different PV array configurations (2P-3P-2L-3L) and two PV types (monofacial-bifacial), each with specified orientations (portrait-landscape). Other parameters were held constant across designs. Leveraging PVsyst software, simulations were conducted for each design, yielding crucial performance metrics, including the annual energy output delivered to the grid (E-grid), performance ratio (PR), and associated CO2 emissions. Subsequently, a Taguchi analysis facilitated optimization based on these results. The outcome of this analysis identified the optimal PV array design as 3D and the optimal PV type as bifacial. Further insight was gained through an ANOVA analysis, revealing the substantial contributions of parameters to overall variability. Specifically, PV type exhibited a significant contribution of 65.27%, while PV array configuration contributed 34.72% to the observed variability in plant performance. These findings not only enhance the understanding of PV power plant design intricacies but also underscore the paramount significance of array design in achieving heightened efficiency and sustainability.

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Section: Taguchi Methods (Taguchi Yöntemi)mentioning

confidence: 99%

Taguchi ve ANOVA Analizi Kullanılarak Fotovoltaik Enerji Santrallerinde Dizi Tasarımının Optimizasyonu

ÇİNİCİ,

ACIR

2023

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım Ve Teknoloji

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“…Taguchi metodu ile yapılan deneysel çalışma sonucu elde edilen veriler S/N (sinyal/gürültü) oranına dönüştürülür. S/N oranı ne kadar artarsa sonuç değişkeninin deney sonucuna etkisi o kadar artar (Ata & Acır, 2020;Çangal & Ayhan, 2021). S/N oranı hesaplanırken "en büyük en iyi", "en küçük en iyi" ve "normal en iyi" yaklaşımları kullanılmaktadır (Türkan, 2022).…”

Section: Taguchi Yöntemi Ve Deney Tasarımıunclassified

Farklı Nanoakışkanlar Kullanılan Isı Borularında Termal Verimi Etkileyen Parametrelerin Taguchi Yöntemi ile Optimizasyonu

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SÖNMEZ

KABAKUŞ

2023

Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi

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Bu çalışmada ısı değiştiricilerinde farklı tip nanoakışkanlar kullanılarak ısı borularının termal verimini etkileyen parametreler Taguchi yöntemi ile optimize edilmiştir. Deney tasarımı termal verimi etkileyen dört parametre için üç seviyede L27(3^4) ortogonal serisine göre gerçekleştirilmiştir. Deneyler %0.2-0.4-0.6 derişimlerde, Alüminyum Oksit (Al2O3), Titanyum dioksit (TiO2) ve Silisyum dioksit (SiO2) için yapılmıştır. Nanoakışkan süspansiyonlarında temel sıvısı olarak izopropil alkol kullanılmıştır. Evaporatör bölgesindeki giriş sıcaklıkları 40-60-80°C, kondenser bölgesindeki hava hızları 0.4-0.8-1.2m/s olarak belirlenmiştir. Taguchi yöntemi ile oluşturulan deney tasarımına uygun şekilde yapılan deneyler sonucunda ısı borularının termal verimleri hesaplamıştır. Varyans analizi (ANOVA) ile modelin doğruluğu test edilmiş ve optimum parametreler; nanopartikül SiO2, derişim 0.4, evaporatör giriş sıcaklığı 80°C ve kondenserdeki hava hızı 1.2m/s olarak elde edilmiştir.

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“…In order to improve the heat transfer in the Ata and Acır air flow solar collector, designs were made using different fin angles, collector slopes and Reynolds numbers. Heat transfer in the study parameters affecting the improvement of Taguchi method was optimized [10]. N. P. Kim et al It has aimed to ensure that the printing process is at a constant speed by optimizing the factors affecting the 3D printing process with Taguchi.…”

Section: Introductionmentioning

confidence: 99%

Application of Taguchi Method for Optimization of Design Parameters in Enhancement The Robust of “C” Type Snap-fits

ERDEMİR

ÖZKAN

2022

Politeknik Dergisi

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Using statistical approaches, industrial product designs can be optimized quickly and reliably. The Taguchi method is a statistical approach that helps us to optimize the process parameters and help us to save time in terms of labor and cost. In this study, the optimization of the design parameters by using the Taguchi method for the design of the C-type snap-fit connection, which is one of the flexing fasteners used in many areas of the industry, was investigated. The design and analysis of the study was carried out by using ANSYS software. The design parameters were optimized and the effective parameters were determined. ANOVA analysis was performed to determine the effective parameters. In addition, full factorial analysis was performed to verify the method used. For example, the optimum normal stress value obtained with the Taguchi array was obtained for the combination of H1=0.4;R1=3;α1=40;α2=89;y=6 and material is PLA. When we examine the table in Figure 4, we can see that the result of 328740.27 among 729 test results and the result of the parameters in the Taguchi set match.

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Optimization of the Parameters Affecting the Heat Transfer Enhancement on the Solar Air Collector with Taguchi Method

Cited by 3 publications

References 18 publications

Taguchi ve ANOVA Analizi Kullanılarak Fotovoltaik Enerji Santrallerinde Dizi Tasarımının Optimizasyonu

Taguchi ve ANOVA Analizi Kullanılarak Fotovoltaik Enerji Santrallerinde Dizi Tasarımının Optimizasyonu

Farklı Nanoakışkanlar Kullanılan Isı Borularında Termal Verimi Etkileyen Parametrelerin Taguchi Yöntemi ile Optimizasyonu

Application of Taguchi Method for Optimization of Design Parameters in Enhancement The Robust of “C” Type Snap-fits

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