Amin Hashemi

Work place: Allameh Helli Tehran College, Tehran, Iran, 5 Department of Computing, Sunway University, Bandar Sunway, 47500, Malaysia

E-mail: Aminhashemi92@gmail.com

Website:

Research Interests: Electrical Engineering, Engineering, Energy Engineering

Biography

AMIN HASHEMI has a background in Physics. He got his Bachelor's degree in solid state physics at Shahid Beheshti University (SBU). He then joined the Laser and Plasma research institute of SBU. Amin finally completed his Master's degree in Plasma Engineering. His thesis is about conversion of toxic gases with plasma into harmless components.

Author Articles
Fluid Temperature Detection Based on its Sound with a Deep Learning Approach

By Arshia Foroozan Yazdani Ali Bozorgi Mehr Iman Showkatyan Amin Hashemi Mohsen Kakavand

DOI: https://doi.org/10.5815/ijigsp.2021.01.03, Pub. Date: 8 Feb. 2021

The present study, the main idea of which was based on one of the questions of I.P.T.2018 competition, aimed to develop a high-precision relationship between the fluid temperature and the sound produced when colliding with different surfaces, by creating a data collection tool. In fact, this paper was provided based on a traditional phenomenological project using the well-known deep neural networks, in order to achieve an acceptable accuracy in this project. In order to improve the quality of the paper, the data were analyzed in two ways:
I. Using the images of data spectrogram and the known V.G.G.16 network.
II. Applying the data audio signal and a convolutional neural network (C.N.N.).
Finally, both methods have obtained an acceptable precision above 85%.

[...] Read more.
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