Publications
Below is a list of research papers I have published in the domains of machine learning, renewable energy and computational fluid dynamics.
- Desai, A., Guo, Y., Sheng, S., Sheng, S., Phillips, C., & Williams, L. (2020). Prognosis of Wind Turbine Gearbox Bearing Failures using SCADA and Modeled Data. Annual Conference of the PHM Society, 12(1), 10. [Link]
- Williams, Lindy, Desai, Arch, Guo, Yi, Sheng, Shawn, and Phillips, Caleb. Machine Learning for Gearbox Fault Prediction by Using Both Scada and Modeled Data. United States: N. p., 2021. Web. [Link]
- Williams, Lindy, Guo, Yi, Sheng, Shawn, and Desai, Arch. Investigation of Multiple Data Streams for Gearbox Bearing Fault Prediction Through Machine-Learning Models. United States: N. p., 2022. Web. [Link]
- Sheng, Shawn, Keller, Jon, Phillips, Caleb, Guo, Yi, Greco, Aaron, Desai, Arch, and Williams, Lindy. Wind Turbine Drivetrain Reliability Research - Gearbox Bearing Axial Cracking Failure Mode Example. United States: N. p., 2023. Web. [Link]
- Desai, Arch, Thakkar, Vatsal. Numerical Analysis of Radiative Effects on Natural Convection in Asymmetrically Heated Vertical Convergent Channels. IJAERD volume 4 issue 10, pg. no. 734-749 · Oct 1, 2017
- Desai, Arch, Thakkar, Vatsal. Radiative Effects On Natural Convective Heat Transfer Enhancement In Asymmetrically Heated Vertical Channel Using Horizontal Rectangular Fin. Proceedings of 3rd national conference on AMPD. 2017.
- Thakkar, Vatsal, Desai, Arch. Review on Recent Progresses in Heat Transfer Enhancement through the Use of Passive Vortex Generators And Its Applications in Solar Parabolic Trough Systems. IJAERD volume 4 issue 10, pg. no. 696-706 · Oct 1, 2017
- Thakkar, Vatsal, Desai, Arch. Heat Transfer Enhancement In Corrugated Tubes With Newly Proposed Corrugation Shapes. Proceedings of 3rd national conference on AMPD. 2017.