Prediction and sensitivity analysis under different performance indices of R1234ze ORC with Taguchi's multi-objective optimization
Küçük Resim Yok
Tarih
2020
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this study, parametric optimization and sensitivity analysis of performance parameters were performed for the Organic Rankine Cycle (ORC) system at 120 degrees C heat source temperature. R1234ze, which is called the new-generation fluid, was used in the ORC design. Performance parameters have been selected considering Energy, Exergy, Economy (Turbine performance) and Environmental (Thermodynamic sustainability indices) factors. Six performance indices used in the orthogonal design with Taguchi-ANOVA. These are; thermal efficiency, turbine power, exergy efficiency, total irreversibility, Volume Flow Ratio (VFR) and Environmental Effect Factor (EEF). Such control factors as Delta T-pp,T-e - Delta T-PP,T-c - T-c,T-i - T-sup - eta t - eta(P) were selected for the statistical analysis. Sensitivity levels were determined under all performance indices for the designed ORC. It has been determined that indices affect control factors differently. According to the results of the parametric optimization, it was determined that the parameter affecting the ORC performance the most was Delta T-pp,T-e. The effect of Delta T-pp,T-e on ORC performance is stated as 39.72%. EES numerical analysis results were compared with the derived predictive equations using different statistical methods with regression method. When these equations obtained for all objective functions are evaluated, the average MAPE, RRMSE and R-2 values were determined as 4.1%, 4.29% and 94.1%, respectively.
Açıklama
Anahtar Kelimeler
Organic Rankine Cycle (Orc), Performance Prediction, R1234ze, Sensitivity Analysis, Thermodynamic Optimization
Kaynak
Case Studies In Thermal Engineering
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
22
