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.

Manylion Llyfryddiaeth
Prif Awduron:	Morshed, Atique, Siraj, Farhan Md., Munim, Abu Sadat MD., Ayon, Tasnimul Karim, Goni, Saad Rafsan
Awduron Eraill:	Uddin, Jia
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Deep learning Transfer learning Fault detection RNN LSTM Gammatone Filter Bank Artificial intelligence Cognitive learning theory
Mynediad Ar-lein:	http://hdl.handle.net/10361/15759

Eitemau Tebyg

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)

A two-dimensional fault diagnosis model of induction motors using a gabor filter on segmented images
gan: Uddin, Jia, et al.
Cyhoeddwyd: (2016)

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

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

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

Acoustic emission sensor network based fault diagnosis of induction motors using a gabor filter and multiclass support vector machines
gan: Islam, Md Rashedul, et al.
Cyhoeddwyd: (2018)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

Implementing a recommender system for CS undergraduate students using machine learning
gan: Tasnuva, Umama Sumlin, et al.
Cyhoeddwyd: (2019)

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Demand forecasting on supply chain using ML and NN
gan: Hridi, Naoshin Anzum, et al.
Cyhoeddwyd: (2023)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Analysis of financial data on the time series using data from the stock market
gan: Shachcha, Ifad Bhuiyan, et al.
Cyhoeddwyd: (2022)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
gan: Sabuj, Khaja Sheikh Imran, et al.
Cyhoeddwyd: (2022)

Predictive maintenance of HVAC system using supervised machine learning algorithms
gan: Fahim, Md. Zubayer Ahmed, et al.
Cyhoeddwyd: (2021)

Automated image caption generator in Bangla using multimodal learning
gan: Rodoshi, Mashiat Hasin, et al.
Cyhoeddwyd: (2023)

A novel parallel texture feature extraction method using log-gabor filter and singular value decomposition (SVD)
gan: Ratul, Md Aminur Rab, et al.
Cyhoeddwyd: (2018)

RED-LSTM: Real time emotion detection using LSTM
gan: Labiba, Mansura Rahman, et al.
Cyhoeddwyd: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
gan: Uddin, S. M. Rageeb Noor, et al.
Cyhoeddwyd: (2022)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
gan: Chakraborty, Dhruba, et al.
Cyhoeddwyd: (2022)

Adaptive filter theory /
gan: Haykin, Simon S., 1931-
Cyhoeddwyd: (1996)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

Fault analysis in solar photovoltaic arrays
gan: Nunneh, Bill N.
Cyhoeddwyd: (2023)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
gan: Rahman, Tasnia, et al.
Cyhoeddwyd: (2022)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

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

UI development and functionality testing automation in android application
gan: Taus, Shehjad Ali, et al.
Cyhoeddwyd: (2024)

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
gan: Barua, Kawshik, et al.
Cyhoeddwyd: (2022)

Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
gan: Zaman, Md. Sayeed Ibne, et al.
Cyhoeddwyd: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
gan: Tanvir, Farhan, et al.
Cyhoeddwyd: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)