Capstone Project with Advantech [June 2022-current]
- Creating an intelligent system for the improvement of the quality of the livestock in aquaculture through environmental data.
- Designed and optimized the Electrical enclosure chassis and cable assemblies using Solidworks.
- Integrate mechanical designs with Radio frequency emitter electrical systems using COMSOL.
- Performed thermal analysis of the enclosure and provide louvers and fan accordingly.
Microfluidic Channel [March- June 2022]
- Developed (design and perform simulation) a microfluidic channel, using COMSOL, that can extract specifically targeted molecules by exploiting the diffusion rates and analyzing their concentration in a main body of fluid.
- This device can be used to mitigate risk to consumers of public water by detecting particulates and toxins, such as lead, that are harmful in small doses. The implementation of this device is to set it and forget it.
Super-Resolution Model (Deep Learning)- [January-March 2022]
- Developed the EDSR model which directly learns an end-to-end mapping between the low-resolution image and the high-resolution image. The mapping is represented as a deep convolution neural network (CNN) that takes the low-resolution image as the input and outputs the high-resolution one by taking care of the noise and degradation factors.
- Trained the available DIV2K and SET-5 datasets and evaluate the results using PSNR and SSIM matrix. The results showed a better performance than the current Residual network models.
Static Structural and Fatigue Analysis of Boeing767- [Sep-Dec 2021]
- Performed the static analysis,using SOLIDWORKS, of the model by using 250KN,350 KN thrust, 500 KN, and 1250 KN thrust. ( Which is 10 times higher than the actual working thrust ) and got the displacement in the turbofan blade which is in the permissible range.
- Analyzed the whole model with the fatigue analysis at constant amplitude with the different thrust 250kN, 350 KN, and 500KN and compute the stress at the principal plane at P1and P3 and assumed that material does not have infinite life. Observed the life cycle by life and damage plot which comes out as 10E6.
Thermoacoustic Refrigeration System [2016]
- Installed hot heat exchanger and cold heat exchanger at the ends of a closed tube. Used a loudspeaker to generate sound waves, which created interference and resonance, and adjusted frequency through a resonator.
- Used sound waves and inert gas (helium, argon, and air) in a resonator tube to produce a cooling effect.
- Determined with a team of 4 that temperature change comes from compression and expansion of the gas by a sound wave, as well as the heat transfer between the gas and the stack, which could be applicable in the food sector.