PROJECTS
PROJECTS
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Driven by innovation and real-world impact, these projects explore the intersection of electrical engineering, artificial intelligence, and renewable energy. The work spans areas such as automated systems, intelligent diagnostics, and sustainable solutions—combining advanced technologies like image processing, machine learning, and embedded systems to address challenges in agriculture, healthcare, and environmental sustainability.
Driven by innovation and real-world impact, these projects explore the intersection of electrical engineering, artificial intelligence, and renewable energy. The work spans areas such as automated systems, intelligent diagnostics, and sustainable solutions—combining advanced technologies like image processing, machine learning, and embedded systems to address challenges in agriculture, healthcare, and environmental sustainability.
RESEARCH PUBLICATIONS
RESEARCH PUBLICATIONS
Hybrid Vision Transformer Model for Accurate Prostate Cancer Classification in MRI Images
Author Names: Jesika Debnath, Arafath Bin Mohiuddin, Al Shahriar Uddin Khondakar Pranta, Anamul Sakib, Amira Hossain, Md. Moniruzzaman Shanto, Shamim Forhad, Md. Redwan Ahmed, Rezaul Haque, Shafiur Rahman
Conference Name: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Published Link: https://ieeexplore.ieee.org/document/11013952
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392222240_Hybrid_Vision_Transformer_Model_for_Accurate_Prostate_Cancer_Classification_in_MRI_Images
Rare and Common Types of Retinal Disease Recognition Using Ensemble Deep Learning
Author Names: Jesika Debnath, Arafath Bin Mohiuddin, Al Shahriar Uddin Khondakar Pranta, Anamul Sakib, Amira Hossain, Md. Moniruzzaman Shanto, Shamim Forhad, Md. Redwan Ahmed, Rezaul Haque, Shafiur Rahman
Conference Name: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Published Link: https://ieeexplore.ieee.org/document/11013803
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392217788_Rare_and_Common_Types_of_Retinal_Disease_Recognition_Using_Ensemble_Deep_Learning
Automated Weed Species Classification in Rice Cultivation Using Deep Learning
Author Names: Hamdadur Rahman, Mahbub Alam Khan, Shakil Khan, Zishad Hossain Limon, Md Ismail Hossain Siddiqui, Shimanto Krishna Chakroborty, Shamim Forhad, Abdullah Al-Sakib, Sheikh Shemanto Afridi, Shafiur Rahman
Conference Name: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Published Link: https://ieeexplore.ieee.org/document/11014047
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392216961_Automated_Weed_Species_Classification_in_Rice_Cultivation_Using_Deep_Learning
Eggplant Disease Diagnosis Using a Robust Ensemble of Transfer Learning Architectures
Author Names: Md Ismail Hossain Siddiqui, Zishad Hossain Limon, Shakil Khan, Mahbub Alam Khan, Hamdadur Rahman, Shimanto Krishna Chakroborty, Shamim Forhad, Abdullah Al-Sakib, S M Arafat Rahman, Shafiur Rahman
Conference Name: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Published Link: https://ieeexplore.ieee.org/document/11013918
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392216407_Eggplant_Disease_Diagnosis_Using_a_Robust_Ensemble_of_Transfer_Learning_Architectures
Transformer-Based Ensemble Model for Binary and Multiclass Oral Cancer Segmentation
Author Names: Amira Hossain, Anamul Sakib, Al Shahriar Uddin Khondakar Pranta, Jesika Debnath, Md Tanvir Rahman Tarafder, Sazzadul Islam, Shamim Forhad, Md. Redwan Ahmed, Rezaul Haque, Shafiur Rahman
Conference Name: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Published Link: https://ieeexplore.ieee.org/document/11012921
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392215176_Transformer-Based_Ensemble_Model_for_Binary_and_Multiclass_Oral_Cancer_Segmentation
Analyzing TF-IDF and BERT Approach for Bangla Text Classification Using Transformer-Based Embedding for Newspaper Sentiment Classification
Analyzing TF-IDF and BERT Approach for Bangla Text Classification Using Transformer-Based Embedding for Newspaper Sentiment Classification
Author Names: S. Binta, M. A. Noor, S. Forhad*, J. Meeti, and A. H. Siddique
Conference Name: Proc. 6th Int. Conf. Computational Intelligence in Pattern Recognition (CIPR), Odisha, India, March, 2024.
Published Link: https://link.springer.com/chapter/10.1007/978-981-97-8093-8_26
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/392090195_Analyzing_TF-IDF_and_BERT_Approach_for_Bangla_Text_Classification_Using_Transformer-Based_Embedding_for_Newspaper_Sentiment_Classification
Mobile Applications in Electronic-Healthcare: A Case Study for Bangladesh
Mobile Applications in Electronic-Healthcare: A Case Study for Bangladesh
Author Names: Jarin Tasnim, Shamim Forhad*, Sunjida Mushfiq Nova, Khandakar Kamrul Hasan, S. M. Nahidul Islam, Samia Binta Hassan, Mohammad Ashiqur Noor, and Abdul Hasib Siddique
Conference Name: Proc. 6th Int. Conf. Computational Intelligence in Pattern Recognition (CIPR), Odisha, India, March, 2024.
Published Link: https://link.springer.com/chapter/10.1007/978-981-97-8336-6_26
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/388503405_Mobile_Applications_in_Electronic-Healthcare_A_Case_Study_for_Bangladesh
Performance Evaluation of Hybrid AC/DC Micro-grids with Integrated Renewable Energy
Performance Evaluation of Hybrid AC/DC Micro-grids with Integrated Renewable Energy
Author Names: M. A. Talha, M. S. K. Mithil, S. M. Hoque, S. Forhad, T. Riyad, F. Ahmed, and S. Himu
Conference Name: Proc. 2024 IEEE Int. Conf. Signal Processing, Information, Communication and Systems (SPICCS), Khulna, Bangladesh, Oct. 2024.
Published Link: https://ieeexplore.ieee.org/document/10940361
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/390418243_Performance_Evaluation_of_Hybrid_ACDC_Microgrids_with_Integrated_Renewable_Energy
Comparative Analysis of AlexNet, GoogLeNet, VGG19, ResNet50, and ResNet101 for Improved Plant Disease Detection Through Convolutional Neural Networks
Author Names: Atoshe Islam Sumaya; Shamim Forhad; Md Al Rafi; Hamdadur Rahman; Muhibul Haque Bhuyan; Qazi Tareq
Conference Name: 2024 2nd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)
Published Link: https://ieeexplore.ieee.org/document/10863407
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/384888024_Comparative_Analysis_of_AlexNet_GoogLeNet_VGG19_ResNet50_and_ResNet101_for_Improved_Plant_Disease_Detection_Through_Convolutional_Neural_Networks
Feasibility Assessment of an Off-grid Hybrid Energy System for a Char Area in Bangladesh
Feasibility Assessment of an Off-grid Hybrid Energy System for a Char Area in Bangladesh
Author Names: P. Chowdhury, S. Forhad*, M. Rahman, I. J. Tasmia, M. Hasan, and N.-U.-R. Chowdhury
Conference Name: Proc. 2024 IEEE Int. Conf. Power, Electrical, Electronics and Industrial Applications (PEEIA), Rajshahi, Bangladesh, July 2024.
Published Link: https://ieeexplore.ieee.org/document/10800194
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/387422636_Feasibility_Assessment_of_an_Off-grid_Hybrid_Energy_System_for_a_Char_Area_in_Bangladesh
Author Names: Md. Asif Iqbal; Tarifuzzaman Riyad; Md. Shihab Sharar Oyon; Md. Shahin Alam; Shamim Forhad; Abu Shufian
Conference Name: 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), Gazipur, Bangladesh, 2024
Published Link: https://ieeexplore.ieee.org/document/10561824
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/381680391_Modeling_and_Analysis_of_Small-Scale_Solar_PV_and_Li-ion_Battery-based_Smartgrid_System
Author Names: Sumit Hassan Eshan; Raja Rashidul Hasan; Rinku Basak; Abdullah Al Mamun Sarker; Md Farukuzzaman; Shamim Forhad
Conference Name: 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)
Published Link: https://ieeexplore.ieee.org/document/10561643
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/381669876_Design_and_Analysis_of_a_6G_Terahertz_Aeronautical_Antenna_Based_on_Graphene
Author Names: Shamim Forhad*; Israt Jahan; Parag Biswas; Abdur Rashid; Iraj Ahmed Ahsan; Lutful Hassan Fahim
Conference Name: 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)
Published Link: https://ieeexplore.ieee.org/document/10561709
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/381673379_DeepSegRecycle_Deep_Learning_and_ImageProcessing_for_Automated_Waste_Segregation_and_Recycling
Author Names: Shamim Forhad*; Md Shahadat Hossen, Shibly Noman, Iffat Ara Diba, Fuad Mahmud, Md. Oli Ullah, Suraiya Hossain and Md. Riazat Kabir Shuvo
Journal Name: Journal of Engineering Research and Reports
Published Link: https://journaljerr.com/index.php/JERR/article/view/1099
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/378725256_Influence_of_a_Dual_Axis_IoT-_Based_Off Grid_Solar_Tracking_System_and_Wheatstone_Bridge_on_Efficient_Energy_Harvesting_and_Management
Author Names: Sumit Hassan Eshan; Raja Rashidul Hasan; Sujan Howlader; Asif Iqbal; Shamim Forhad; SM Aliuzzaman
Journal Name: 2023 8th International Conference on Robotics and Automation Engineering (ICRAE)
Published Link: https://ieeexplore.ieee.org/document/10458599
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/378979740_X_band_On-body_Antenna_Design_for_Lung_Cancer_Detection_using_Single-Walled_Carbon_Nanotubes
Author Names: Safwan Ahmad, Shamim Forhad*, Mahmudul Hasan Shuvo, Sadman Saifee, Md Shahadat Hossen, Kazi Naimul Islam Nabeen & Mahbubul Haq Bhuiyan
Journal Name: 2023 International Conference on Machine Learning, IoT and Big Data
Published Link: https://link.springer.com/chapter/10.1007/978-981-99-3932-9_30
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/374504202_Simulated_Design_of_an_Autonomous_Multi-terrain_Modular_Agri-bot
Author Names: Shamim Forhad*; Md Shahadat Hossen; Iraj Ahmed Ahsan; Sadman Saifee; Kazi Naimul Islam Nabeen; Md. Riazat Kabir Shuvo
Journal Name: 2023 6th International Conference on Information Systems and Computer Networks (ISCON)
Published Link: https://ieeexplore.ieee.org/document/10112101
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/370531293_An_Intelligent_Versatile_Robot_with_Weather_Monitoring_System_for_Precision_Agriculture
An Autonomous Agricultural Robot for Plant Disease Detection
Author Names: Shamim Forhad*, Kazi Zakaria Tayef, Mahamudul Hasan, A. N. M. Shahebul Hasan, Md. Zahurul Islam & Md. Riazat Kabir Shuvo
Journal Name: The Fourth Industrial Revolution and Beyond
Published Link: https://link.springer.com/book/10.1007/978-981-19-8032-9
ResearchGate Link (Full Paper): https://www.researchgate.net/publication/371251762_An_Autonomous_Agricultural_Robot_for_Plant_Disease_Detection
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