Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Tasawar, Ihtyaz Kader, Tanzeem, Abyaz Kader, Ahmed, Tahmid, Zarin, Shah Faiza
Άλλοι συγγραφείς:	Rahman, Md. Mosaddequr
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Deep Neural Network Convolutional Neural Network Infrared Image Processing Photovoltaic Cell Fault Diagnosis Hotspot Detection Deep Learning
Διαθέσιμο Online:	http://hdl.handle.net/10361/15153

Παρόμοια τεκμήρια

Infrared thermography based defect analysis of photovoltaic modules using machine learning
ανά: Mobin, Ovib Hassan, κ.ά.
Έκδοση: (2021)

Infrared thermography based performance analysis of photovoltaic modules
ανά: Amin, Moyukh, κ.ά.
Έκδοση: (2019)

A two-dimensional fault diagnosis model of induction motors using a gabor filter on segmented images
ανά: Uddin, Jia, κ.ά.
Έκδοση: (2016)

Fault analysis in solar photovoltaic arrays
ανά: Nunneh, Bill N.
Έκδοση: (2023)

Deep learning based early Glaucoma detection
ανά: Islam, Aabrar, κ.ά.
Έκδοση: (2024)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
ανά: Hasan, Moenul, κ.ά.
Έκδοση: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
ανά: Ashraf, S.M. Nabil, κ.ά.
Έκδοση: (2021)

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
ανά: Morshed, Atique, κ.ά.
Έκδοση: (2021)

Visual object recognition using deep convolutional neural network
ανά: Ahmed, Sabbir
Έκδοση: (2017)

Analysis of uncertainty in different neural network structures using monte carlo dropout
ανά: Islam, Md. Farhadul, κ.ά.
Έκδοση: (2024)

Comparative data analysis of a PV module system considering weather parameters
ανά: Ahmed, Nafiz, κ.ά.
Έκδοση: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
ανά: Hasib, Mehadi Hasan, κ.ά.
Έκδοση: (2021)

An in depth analysis of neural network with application in finance
ανά: Tasnim, Noshin, κ.ά.
Έκδοση: (2019)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
ανά: Raj, Mohammad Mainuddin, κ.ά.
Έκδοση: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
ανά: Reza, S. M. Mushfiq, κ.ά.
Έκδοση: (2024)

Comparison of deep transfer learning models for cancer diagnosis
ανά: Joya, Nadia Islam, κ.ά.
Έκδοση: (2023)

Accelerating 2d fault diagnosis of an induction motor using a graphics processing unit
ανά: Uddin, Jia, κ.ά.
Έκδοση: (2016)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
ανά: Faisal, Asm, κ.ά.
Έκδοση: (2024)

Acoustic emission sensor network based fault diagnosis of induction motors using a gabor filter and multiclass support vector machines
ανά: Islam, Md Rashedul, κ.ά.
Έκδοση: (2018)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
ανά: Islam, Md. Farhadul, κ.ά.
Έκδοση: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
ανά: Gomes, Paul Richie, κ.ά.
Έκδοση: (2021)

Pneumonia Disease detection using the convolutional neural network
ανά: Ashrafee, Md. Iftid, κ.ά.
Έκδοση: (2024)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

Early detection of cervical cancer using deep neural networks
ανά: Akhund, Atoshi, κ.ά.
Έκδοση: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
ανά: Datta, Nirjhor, κ.ά.
Έκδοση: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

Visual object classification from fMRI data
ανά: Newaz, Syed Mishar, κ.ά.
Έκδοση: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
ανά: Choudhury, Prionto Kumar, κ.ά.
Έκδοση: (2024)

A comparative study and performance analysis of poly and mono Si photovoltaic modules
ανά: Islam, Mohaimenul
Έκδοση: (2020)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
ανά: Bhuiyan, Abir Ahammed, κ.ά.
Έκδοση: (2024)

An efficient ML approach to detect brain tumor using MRI images
ανά: Muktadir, MD. Arafat, κ.ά.
Έκδοση: (2024)

A deep learning approach for prediction of ADHD using brain structure
ανά: Siam, Shafin Ahad, κ.ά.
Έκδοση: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
ανά: Mehedi, Md Humaion Kabir, κ.ά.
Έκδοση: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
ανά: Fiona, Driciru, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
ανά: Ali, Syed Muaz
Έκδοση: (2023)

Classification of different magnetic structures from image data using deep neural networks
ανά: Ibn Hasib, Fahad, κ.ά.
Έκδοση: (2023)

An efficient deep learning approach to detect skin cancer using image data
ανά: Chowdhury, Yaser Al Rahman, κ.ά.
Έκδοση: (2023)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)