Thesis: Recent submissions

  • A Comprehensive approach to the detection of Liver disease using Machine Learning Techniques with comparison of different Oversampling Techniques on Imbalanced Liver Disease Dataset 
    Arefin, Mir Samsul; Naimah, Chowdhury Sadeeya; Rahman, Rayeed (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-04-30)
    The liver is one of the most important organs in the body. It is responsible for controlling the chemical balance of the bloodstream as well as the removal of waste products among other vital functions. Liver disease ...
  • Design and analysis of a novel triangular nano plasmonic coupler with an enhanced coupling efficiency 
    Rahnuma, Anika; Enam, Anika; Billah, Md. Ashik (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Plasmonics has sparked a lot of interest in nanophotonics research. By managing optical communication systems based on photonic circuits and optical fibers, plasmonics helps to improve the performance of conventional ...
  • Design and Construction of Fuel-less Generator as Free Energy Generating System 
    Lawal, Abdullahi Hamza; Hussain, Nazir Nasir; Dankofa, Abdulganiyyu Sani (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The generation, transmission, and distribution of electricity are all interconnected. Due to the depletion of conventional fossil fuels and the associated environmental damage, power generation from renewable sources ...
  • Analysis of Psychiatric Disorders from EEG Signals Using Machine-Learning Techniques 
    Chowdhury, Md. Makam Ul Hasan; Ahmed, Nadim; Chowdhury, Hasib Arman (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Over the past few years, Psychiatric Disorders (PD) have had a significant impact on global health and their prevalence has been leading towards major adversities like functional disabilities and even suicide. These ...
  • Integration of Solar Harvesting System Around Traditional Transportation Infrastructures in Dhaka 
    Ahmad, Moin Uddin; Rahman, Irfanur; Rahman, Razin; Mustanzid, Salman Md. (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    As the world continues to grapple with the challenges posed by climate change and the depletion of traditional energy sources, the integration of photovoltaic (PV) panels with urban infrastructures has emerged as a ...
  • A Comprehensive Investigation into Detecting Schizophrenia from EEG Signals Using a Machine Learning Approach 
    Akib, A.Abdur Rahman; Zaman, S M Mehedi; Farzana, Fabiha (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-30)
    Schizophrenia is a prevalent psychiatric condition that places significant clinical demands on both patients and their caregivers. An accurate and expeditious diagnosis is essential for the effective treatment of ...
  • Design and Implementation of Solar Power System in South Sakucia Union, Bhola, Bangladesh: A Software Based Analysis 
    Oyshei, Kashfia Rahman; Sadat, Md. Nazmus; Sagor, Md. Zayed Hassan (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Renewable energy is expanding all over the world due to energy supply chain issues and increasing cost of electricity. In the perspective of Bangladesh, solar energy can be the optimum solution for meeting the demand ...
  • Design & Analysis of Dual Peak-Double Plasmonic Layered PCF Sensors 
    Zaman, Safin; Hassan, Ali Ahnaf; Hosain, Muhammad Alif Al (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    A number of researchers have established themselves in the area of PCF-based SPR sensors with innovative designs achieving exceptional sensing performance. The majority of designs, however, either show low sensitivity with ...
  • FPGA Implementation of ANN Based MPPT Algorithm with A Hardware Friendly Custom Activation Function 
    Deen, Md. Mahadi Al; Nushin, Shahriar Tarvir; Ahmed, Minhaj Uddin (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Despite numerous studies and advances in renewable energy harvesting technology, it is still not mature and robust enough to replace conventional fossil fuels completely. This study explores avenues for improving the ...
  • Numerical analysis of a highly sensitive SOI MRR refractive index sensor with performance enhancement using graphene and gold 
    Alam, Ahmed Shadman; Intisar, Tasin; Hoque, Ishtiaqul (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    This study presents an innovative approach to designing an SOI ring resonator with enhanced sensing capabilities. Through meticulous optimization, we achieved an impressive figure of merit (FOM) of 56.15, indicating ...
  • Evaluating the Effects of AC Ripples on the Degradation of Lead Acid Battery 
    Bari, Rayaa Tabassum Binte; Rahman, Toukir; Punny, Mahruba Jannat (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The growing use of battery-powered electric cars and equipment has sparked worries about the possible influence of charging station harmonics on battery deterioration. The lead acid battery is a well-known alternative ...
  • Securing Wi-Fi Networks: A Study on RF Fingerprinting and CNN-Based Intrusion Detection 
    Hasan, K. M. Sazid; Sakib, Mohammed Shadman; Hassan, Shahriar (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Advancements in wireless communication technology not only enhanced seamless connectivity and information exchange but also instigated the intrusion in RF networks, a pivotal challenge to the security of wireless ...
  • Comprehensive Study of Refractive Index Sensors for Bio-Sensing Applications 
    Treena, Tahmina Tabassum; Munim, Nasir Muhammad; Amin, Musarrat (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    In this thesis, three high-yielding plasmonic refractive index sensors are proposed to satisfy the current sensing demands in different sectors, for example, medical, forensic, and industrial. The proposed works employ ...
  • Understanding Public Sentiment on Social Media Platforms of Bangladesh: A Machine Learning Based Approach 
    Ananda, Md. Monir Uddin; Zahin, Md. Asef; Qureshi, Wasay Mahmood (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Sentiment analysis, also known as opinion mining, holds significant importance in today's digital age where vast amounts of textual data are generated daily. Understanding the sentiments expressed in text can provide ...
  • Highly Sensitive Plasmonic Nano Sensor for Lab On a Chip Application 
    Rakib, A. K. M.; Siddique, Ahnaf Tahmid Bin; Siddique, Mohd. Abu Bakar; Muttaqi, Md. Raisul (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-30)
    Numerous studies have used the Drude model to optimize silver-based Metal-Insulator-Metal plasmonic sensors for some limited sensing applications; however, Lab-on-a-chip sensing for cell protein concentration measurement ...
  • Optimum Arrangement of Various Renewable Energy - Integrated Distribution Generation Systems 
    Sohel, Fardin; Tamim, MD Tahmidur Rahman; Aslam, Syed Saad (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Fossil fuel is the conventional source of energy. However, it is exhaustible and from multiple studies, it is well known about the ramifications they have on our environment. Therefore, incorporating renewable energy ...
  • A machine learning approach for analyzing and predicting suicidal thoughts and behaviors 
    Raihan, Kazi Raine; Shanto, Sayed Rakibul Hasan; Hasan, Mahmudul (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    In the field of public health, suicide is a problem of the utmost significance that demands immediate attention and successful preventative measures. There has been an increase in interest in using machine learning to ...
  • DSP Based Model Predictive Control for DC Motor 
    Sourav, Md. Shakabul Islam (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    This thesis presents a DSP based Model Predictive Control approach for controlling a DC motor. The MPC algorithm is designed to optimize the motor's performance by predicting its behavior over a finite time horizon and ...
  • Computer Vision-Based Affordable High-Density Traffic Monitoring System 
    Arafat, Mohammed Yasin (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-30)
    Vehicle detection and traffic monitoring system play a significant role in many areas of transportation infrastructure and to reduce traffic congestion. In this research, an affordable computer vision-based amazingly ...
  • First principles study of structural, electronic and optical properties of a noval janus material Al2S2SiGe 
    Malik, Md Shartaz; Ali, Ahsan (Department of Electrical and Elecrtonics Engineering(EEE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The main purpose of this thesis is to make a novel janus material. The bandstructure and DOS give us the result of the material. Basically we found a materials that is a semi conductor or insulator. He we got the electronic ...

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