Research Article
BibTex RIS Cite
Year 2022, Volume: 8 Issue: 2, 221 - 234, 11.03.2022
https://doi.org/10.18186/thermal.1086189

Abstract

References

  • The article references can be accessed from the .pdf file.

Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation

Year 2022, Volume: 8 Issue: 2, 221 - 234, 11.03.2022
https://doi.org/10.18186/thermal.1086189

Abstract

The newly developed Heat Exchanger Evacuated Tube Assisted Drying System (HE-ETADS) is fabricated in roof of campus of MITS, Gwalior, India. Heat transfer analysis of developed drying system is carried out by drying mushroom inside it. The heat transfer coefficient plays a significant role in drying method. The study emphasizes on determining the convective as well as evaporative heat transfer coefficients (CHTC & EHTC) and the determination of best drying rate model fit for mushroom drying inside novel drying system. The artificial neural network is developed for predicting the CHTC & EHTC. Value of CHTC & EHTC varies from 2.10 to 3.43 and 25.68 to 49.85 W/m2°C respectively. The developed ANN model helps in predicting the heat transfer coefficient once trained using input factors like solar radiation, relative humidity, environmental temperature and time. The value of R2 for the developed ANN model is 0.99, which shows that model predicts the value very close to the calculated value of heat transfer coefficients. Drying kinetics of mushroom is tried to fit in nine drying rate models. The Midili-Kucuk model shows the better fit among the other models.

References

  • The article references can be accessed from the .pdf file.
There are 1 citations in total.

Details

Primary Language English
Subjects Thermodynamics and Statistical Physics
Journal Section Articles
Authors

Anand Kushwah This is me 0000-0002-1797-4747

M.k. Gaur This is me 0000-0002-4832-6953

Anil Kumar This is me 0000-0002-2846-4347

Pushpendra Sıngh This is me 0000-0002-5486-2648

Publication Date March 11, 2022
Submission Date October 23, 2020
Published in Issue Year 2022 Volume: 8 Issue: 2

Cite

APA Kushwah, A., Gaur, M., Kumar, A., Sıngh, P. (2022). Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation. Journal of Thermal Engineering, 8(2), 221-234. https://doi.org/10.18186/thermal.1086189
AMA Kushwah A, Gaur M, Kumar A, Sıngh P. Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation. Journal of Thermal Engineering. March 2022;8(2):221-234. doi:10.18186/thermal.1086189
Chicago Kushwah, Anand, M.k. Gaur, Anil Kumar, and Pushpendra Sıngh. “Application of ANN and Prediction of Drying Behavior of Mushroom Drying in Side Hybrid Greenhouse Solar Dryer: An Experimental Validation”. Journal of Thermal Engineering 8, no. 2 (March 2022): 221-34. https://doi.org/10.18186/thermal.1086189.
EndNote Kushwah A, Gaur M, Kumar A, Sıngh P (March 1, 2022) Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation. Journal of Thermal Engineering 8 2 221–234.
IEEE A. Kushwah, M. Gaur, A. Kumar, and P. Sıngh, “Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation”, Journal of Thermal Engineering, vol. 8, no. 2, pp. 221–234, 2022, doi: 10.18186/thermal.1086189.
ISNAD Kushwah, Anand et al. “Application of ANN and Prediction of Drying Behavior of Mushroom Drying in Side Hybrid Greenhouse Solar Dryer: An Experimental Validation”. Journal of Thermal Engineering 8/2 (March 2022), 221-234. https://doi.org/10.18186/thermal.1086189.
JAMA Kushwah A, Gaur M, Kumar A, Sıngh P. Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation. Journal of Thermal Engineering. 2022;8:221–234.
MLA Kushwah, Anand et al. “Application of ANN and Prediction of Drying Behavior of Mushroom Drying in Side Hybrid Greenhouse Solar Dryer: An Experimental Validation”. Journal of Thermal Engineering, vol. 8, no. 2, 2022, pp. 221-34, doi:10.18186/thermal.1086189.
Vancouver Kushwah A, Gaur M, Kumar A, Sıngh P. Application of ANN and prediction of drying behavior of mushroom drying in side hybrid greenhouse solar dryer: An experimental validation. Journal of Thermal Engineering. 2022;8(2):221-34.

IMPORTANT NOTE: JOURNAL SUBMISSION LINK http://eds.yildiz.edu.tr/journal-of-thermal-engineering