Md. Janibul Alam Soeb, Md. Fahad Jubayer, Tahmina Akanjee Tarin, Muhammad Rashed Al Mamun et al.
A reliable and accurate diagnosis and identification system is required to prevent and manage tea leaf diseases. Tea leaf diseases are detected manually, increasing time and affecting yield quality and productivity. This study aims to present an artificial intelligence-based solution to the problem ...
Md. Fahad Jubayer, Md. Janibul Alam Soeb, Abu Naser Mojumder, Mitun Kanti Paul et al.
The study aimed to identify different molds that grow on various food surfaces. As a result, we conducted a case study for the detection of mold on food surfaces based on the "you only look once (YOLO) v5" principle. In this context, a dataset of 2050 food images with mold growing on their surfaces ...
Md. Shahid Iqbal, Md. Faiyaj Ahmed Limon, Md. Monirul Kabir, Md Khurram Monir Rabby et al.
Md. Shahid Iqbal, Md. Faiyaj Ahmed Limon, Md. Monirul Kabir, Md. Zakir Hossain et al.
• A novel cascaded (1+PI)-PI-PID controller optimized by IABC-PSO for improving the LFC • Focuses on a two-area power system with hydro, thermal power plants, and CES device • The algorithm's performance is assessed using four benchmark functions • The proposed controller outperforms traditional met...
Md. Fahad Jubayer, Fahim Mahafuz Ruhad, Md. Shahidullah Kayshar, Zinnorain Rizve et al.
Honey, a valuable and globally consumed food product, has significant market potential linked to its origin. However, authenticating honey is challenging due to sophisticated adulteration techniques. This current research introduces an innovative approach employing YOLOv7, a cutting-edge object dete...
Muhammad Rashed Al Mamun, Anamica Chowdhury Keya, Mst. Sabina Alim, Md. Anwar Hossen et al.
Insect pest is a very common problem in tea garden where they caused a huge loss in each year. The study was conducted to measure the potentiality of a solar based LED light trap as an eco-friendly pest management technology in the tea garden of Bangladesh. The results showed that the highest number...
Muhammad Rashed Al Mamun, Md Janibul, Alam Soeb, Md Azmir et al.
In the current condition, it is difficult to increase plant development and reduce expenses in agricultural sectors; nevertheless, an advanced thought leads to the use of an automated model that introduces automation in the irrigation system, which can aid in improved water and human resources manag...
Md. Fahad Jubayer, Md. Janibul Alam Soeb, Mitun Kanti Paul, Pranta Barua et al.
The study aimed to identify different molds that grow on various food surfaces. As a result, we conducted a case study for the detection of mold on food surfaces based on the “you only look once (YOLO) v5” principle. In this context, a dataset of 2050 food images with mold growing on their surfaces ...
Muhammad Rashed Al Mamun, Mohammad Abu Yusuf, Md Murshed Bhuyan, Md Shohag Hossain Bhuiyan et al.
Abstract Removal of hydrogen sulfide (H2S) from raw biogas is essential for feeding the refined gas with high methane (CH4) content in engines and combustion units. In small-scale farmhouses and power plants, a cheap, inexpensive, and facile desulfurization process is needed. Herein, the desulfuriza...
Anika Tasnim, Muhammad Rashed Al Mamun, Md. Anwar Hossen, Md Towfiqur Rahman et al.
Biogas is the best renewable energy as it can be produced from any biomass for example any plant or living organism. The purpose of this research was to produce biomethane from co-digestion of vegetable and fruit waste with rumen digesta through anaerobic digestion process. In this research, two tri...
Md. Fahad Jubayer, Md. Shahidullah Kayshar, Md Al Emran, Mohammed Nasir Uddin et al.
The coronavirus disease 2019 (COVID-19) poses significant risks to health in the workplace for employees in the manufacturing sector of Bangladesh. A variety of preventive steps are being taken by many food industries to sustain their production during this period by ensuring food safety. In respons...
Salman Fazle Rabby, Farhad M. Hossain, Shuvro Das, Imdadur Rahman et al.
Background: For effective diagnosis and treatment planning, accurate segmentation of the kidneys and detection of kidney stones are crucial. Traditional procedures are time-consuming and subject to observer variation. This study proposes an automated method employing YOLO algorithms for renal segmen...
Shamima Shammi, Md. Anwar Hossen, Muhammad Rashed Al Mamun, Md. Janibul Alam Soeb
Population growth is resulting in a daily increase in rice consumption demand. To grow paddy for this expanding population, quality seeds are necessary. The study was conducted to evaluate the performance and estimate the drying cost of the vertical vacuum dehumidifying dryer. The studied dryer cons...
Amirul Islam, Mizanur Rahman, Juwel Rana, Zahid Hasan et al.
This paper investigates the obstacles to expanding and developing Bangladesh's agricultural machinery manufacturing and production industry. Due to its fertile soil and hospitable climate, Bangladesh is primarily an agricultural country where many crops are grown in large quantities. For food produc...
Salman Fazle Rabby, Anamul Hasan, Md. Janibul Alam Soeb, Gourob P. Shirsho et al.
Tuberculosis (TB) is one of the top 10 infectious disease-related deaths. This paper uses Convolutional Neural Networks (CNN) to investigate the accuracy and performance of three pre-trained models with different optimizers and loss functions to diagnose tuberculosis based on the patient's chest X-r...
Muhammad Rashed Al Mamun, Ishita Deb, Tahsina Hridoy, Md. Janibul Alam Soeb et al.
The world population is continuously growing at a rapid rate, so a great challenge for this time is to ensure the security of food and nutrition for this increased population seeking for new crop as a source of food and nutrition. In such state mushrooms, a great source of protein, can be a favor th...
Hafizur Rahman, Roman Mia, Mustafizur Rahman, Md. Faiyaj Ahmed Limon et al.
Voltage instability poses a great threat to power systems, typically leading to catastrophic failures such as voltage collapse. In order to mitigate such threats, efficient prediction and optimal placement of FACTS devices such as static var compensators (SVCs) are of utmost importance. This paper p...
Sayed Jaber Al-Hossain, Muhammad Rashed Al Mamun, Md. Khalid Hasan Sowrab, Md. Janibul Alam Soeb et al.
The goal of this study was to create a prototype of an automatically guided rice transplanter using a Pixhauk flight controller, 3DR telemetry, Raspberry Pi, Tof sensor, gyro sensor, and other GPS navigation sensors to determine the field performance of that machine. GPS was used to obtain data such...
Md. Janibul Alam Soeb, Muhammad Rashed Al Mamun, Shamima Shammi, M. Nazim Uddin et al.
In this study, a poultry egg incubator was designed, fabricated, and tested to evaluate its hatching performance. The incubator consists of a microcontroller with egg turner trays and incubating chamber of 116 nos. of egg capacity. The hatchability of the developed incubator was 79.3% and 87.1% hatc...
Muhammad Rashed Al Mamun, Asif Al Razi Nabil, Sadia Ashrofi Fairuz, Md. Anwar Hossen et al.
<abstract> <p>This study incorporates the design, fabrication, implementation and evaluation of soil-based Vertical Floating Bed (VFB). The VFB has contained six plots in three vertical layers, each layer having vertical distance of 0.61 m. The structural load was calculated and three wa...