A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors

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

Chi tiết về thư mục
Những tác giả chính:	Hasan, Moenul, Uddin, A.K.M. Faiyaz, Ghosh, Anoup
Tác giả khác:	Uddin, Jia
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2021
Những chủ đề:	Fault Detection Machine Learning Deep Learning Real-Time Fault Classification Wavelet Transformation 2D Image DCNN Keras Fault location (Engineering)
Truy cập trực tuyến:	http://hdl.handle.net/10361/14985

Những quyển sách tương tự

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

Fault analysis in solar photovoltaic arrays
Bằng: Nunneh, Bill N.
Được phát hành: (2023)

Machine fault diagnosis using a modified transferable CNN
Bằng: Shammi, Sanjana Khan
Được phát hành: (2024)

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

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

Predictive maintenance of HVAC system using supervised machine learning algorithms
Bằng: Fahim, Md. Zubayer Ahmed, et al.
Được phát hành: (2021)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
Bằng: Morshed, Atique, et al.
Được phát hành: (2021)

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

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

Accelerating 2d fault diagnosis of an induction motor using a graphics processing unit
Bằng: Uddin, Jia, et al.
Được phát hành: (2016)

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
Bằng: Uddin, Md. Minhaz, et al.
Được phát hành: (2023)

ECG disease detection & feature extraction by wavelet transformation
Bằng: Imam, Saif, et al.
Được phát hành: (2016)

A machine learning approach to predict crime using time and location data
Bằng: Shama, Nishat
Được phát hành: (2017)

Predictive location generation using machine learning approach
Bằng: Hasan, S.A.M Khaled, et al.
Được phát hành: (2018)

DWT based transformed domain feature extraction approach for epileptic seizure detection
Bằng: Mostafa, Mahajabin, et al.
Được phát hành: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Bằng: Reza, S. M. Mushfiq, et al.
Được phát hành: (2024)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
Bằng: Rahman, Aryan, et al.
Được phát hành: (2023)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
Bằng: Uddin, Md.Tousif, et al.
Được phát hành: (2021)

Comparison of different CNN architectures for brain tumor detection using fMRI
Bằng: Mashiat, Afsara, et al.
Được phát hành: (2021)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Bằng: Khan, Ibrahim
Được phát hành: (2023)

A framework for sentiment analysis: a data-driven approach
Bằng: Islam, Md. Jahedul, et al.
Được phát hành: (2021)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
Bằng: Nahar, Jannatun, et al.
Được phát hành: (2022)

Commercial Real Estate Prices During COVID-19 : What is Driving the Divergence? /
Bằng: Deghi, Andrea
Được phát hành: (2022)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
Bằng: Sikder, Shihab Uddin, et al.
Được phát hành: (2022)

Real time monitoring for the most vulnerable: pre-primary education in Bangladesh
Bằng: Akhter, Mahmuda, et al.
Được phát hành: (2016)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
Bằng: Labiba, Zaima, et al.
Được phát hành: (2024)

Gene classification and pattern analysis using data mining and machine learning techniques
Bằng: Ramisa, Aiman Jabeen, et al.
Được phát hành: (2021)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
Bằng: Iqbal, Shahriar, et al.
Được phát hành: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
Bằng: Zubair, Ahmad, et al.
Được phát hành: (2024)

A wavelet tour of signal processing /
Bằng: Mallat, S. G. (Stephane G.)
Được phát hành: (1998)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
Bằng: Mizan, Mubasshira, et al.
Được phát hành: (2024)

Real-time foul detection in football matches using machine learning techniques
Bằng: Siddiqui, Bishal Sadi, et al.
Được phát hành: (2024)

Classification of peripheral blood cell images using deep learning
Bằng: Aadi, Oyshik Ahmed, et al.
Được phát hành: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
Bằng: Badhon, Ariful Islam Mahmud, et al.
Được phát hành: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Bằng: Hasan, M. M. Kamrul, et al.
Được phát hành: (2022)

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
Bằng: Chowdhury, Asif Hasan, et al.
Được phát hành: (2023)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
Bằng: Joaa, A.F.M. Mohimenul
Được phát hành: (2024)

Smart companion agent for mental well-being through Deep Learning and NLP
Bằng: Khan, Rafiur, et al.
Được phát hành: (2021)

Business location recommendation using check-in data
Bằng: Ahmed, Nasim Uddin, et al.
Được phát hành: (2018)