A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Podrobná bibliografie
Hlavní autoři:	Morshed, Atique, Siraj, Farhan Md., Munim, Abu Sadat MD., Ayon, Tasnimul Karim, Goni, Saad Rafsan
Další autoři:	Uddin, Jia
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2021
Témata:	Deep learning Transfer learning Fault detection RNN LSTM Gammatone Filter Bank Artificial intelligence Cognitive learning theory
On-line přístup:	http://hdl.handle.net/10361/15759

Podobné jednotky

Fault detection in waste water treatment plant using statistical analysis & machine learning
Autor: Haque, Md. Ezazul, a další
Vydáno: (2019)

A two-dimensional fault diagnosis model of induction motors using a gabor filter on segmented images
Autor: Uddin, Jia, a další
Vydáno: (2016)

Effect of affective filters in SLA: beginner level scenario
Autor: Masud, Fairuz Binte
Vydáno: (2018)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
Autor: Arafat, Sheikh Mohammad, a další
Vydáno: (2021)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
Autor: Hasan, Moenul, a další
Vydáno: (2021)

Machine fault diagnosis using a modified transferable CNN
Autor: Shammi, Sanjana Khan
Vydáno: (2024)

Acoustic emission sensor network based fault diagnosis of induction motors using a gabor filter and multiclass support vector machines
Autor: Islam, Md Rashedul, a další
Vydáno: (2018)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
Autor: Dewanjee, Tanmoy, a další
Vydáno: (2021)

Implementing a recommender system for CS undergraduate students using machine learning
Autor: Tasnuva, Umama Sumlin, a další
Vydáno: (2019)

Human sentiment analysis using natural language processing
Autor: Shamya, Md. Shamiul Haque Khan, a další
Vydáno: (2024)

Analyzing area-wise air pollution level using machine learning for a better future
Autor: Sihan, Sk. Atik Tajwar, a další
Vydáno: (2021)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
Autor: Fiha, Yeamin Jahan, a další
Vydáno: (2022)

Demand forecasting on supply chain using ML and NN
Autor: Hridi, Naoshin Anzum, a další
Vydáno: (2023)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
Autor: Tasawar, Ihtyaz Kader, a další
Vydáno: (2021)

Analysis of financial data on the time series using data from the stock market
Autor: Shachcha, Ifad Bhuiyan, a další
Vydáno: (2022)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
Autor: Nirjhor, S M Mahsanul Islam, a další
Vydáno: (2019)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
Autor: Sabuj, Khaja Sheikh Imran, a další
Vydáno: (2022)

Predictive maintenance of HVAC system using supervised machine learning algorithms
Autor: Fahim, Md. Zubayer Ahmed, a další
Vydáno: (2021)

Automated image caption generator in Bangla using multimodal learning
Autor: Rodoshi, Mashiat Hasin, a další
Vydáno: (2023)

A novel parallel texture feature extraction method using log-gabor filter and singular value decomposition (SVD)
Autor: Ratul, Md Aminur Rab, a další
Vydáno: (2018)

RED-LSTM: Real time emotion detection using LSTM
Autor: Labiba, Mansura Rahman, a další
Vydáno: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
Autor: Uddin, S. M. Rageeb Noor, a další
Vydáno: (2022)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
Autor: Chakraborty, Dhruba, a další
Vydáno: (2022)

Adaptive filter theory /
Autor: Haykin, Simon S., 1931-
Vydáno: (1996)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
Autor: Mizan, Mubasshira, a další
Vydáno: (2024)

Fault analysis in solar photovoltaic arrays
Autor: Nunneh, Bill N.
Vydáno: (2023)

Hybrid recommendation system of intelligent captioning using deep learning networks
Autor: Wasi, Ahamed Al, a další
Vydáno: (2024)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
Autor: Rahman, Tasnia, a další
Vydáno: (2022)

Predicting crime using deep learning
Autor: Shihab, Muhammad Nafees, a další
Vydáno: (2024)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
Autor: Barua, Debalina
Vydáno: (2023)

UI development and functionality testing automation in android application
Autor: Taus, Shehjad Ali, a další
Vydáno: (2024)

A hybrid rumor detection model derived from a comparative study of supervised approaches
Autor: Aothoi, Mehzabin Sadat, a další
Vydáno: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
Autor: Barua, Kawshik, a další
Vydáno: (2022)

Learning a deep neural network for predicting phishing website
Autor: Das, Robat, a další
Vydáno: (2019)

Predicting regional accents of Bengali language using deep learning
Autor: Ibrahim, Md. Abu, a další
Vydáno: (2022)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
Autor: Ahmed, Istiak, a další
Vydáno: (2023)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
Autor: Zaman, Md. Sayeed Ibne, a další
Vydáno: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
Autor: Mouli, Nazifa, a další
Vydáno: (2023)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
Autor: Tanvir, Farhan, a další
Vydáno: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
Autor: Pranta, Kazi Al Refat, a další
Vydáno: (2024)