Browsing Bachelor Thesis - Industrial and Systems Engineering by Author "Dao, Vu Truong Son"
Now showing items 21-38 of 38
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Electricity Demand Forecasting Using Hybrid Models
Bui, Tuan Kiet (2022)The question-and-answer process in a university department is usually manually carried out, which takes a lot of time. The one – to - one communication ability is valuable but time consuming. For instance, hundreds of ... -
Estimating occupancy in residential building by machine learning
Tran, Truong Phat (2022)The development of indoor environments for humans consumes a lot of energy. As such, an accurate occupancy prediction model is crucial for increasing the effectiveness of energy simulation and occupant-centric building ... -
Estimation Of Fruits Volume And Mass Using A Single Top-View Image: A Case Study Of Kiwifruits And Sapodilla Fruits
Pham, Tuan Phat (2023)Image processing technology is considered one of the very useful new technologies in the food industry. In particular, the image processing method is effectively applied in the process of food quality inspection and ... -
Fermented Cacao Bean Classification Based On Statistical Features And Convolutional Neural Network
Huynh, Quang Loc (2022)Theobroma cacao – also known as “cacao” – is an important tropical plant which produce cacao bean - the key ingredient for the world chocolate industry. The chocolate making process begin with the fresh cacao bean harvested ... -
Image Processing Approach To Quality Management Of Agricultural Products: Ipomoea Batatas
Vuong, Phu Thanh (2021)Vietnam is a region on tropical, suitable for the growth of such agricultural products and aquacclutural. Ipomoea Batatas (sweet potatoes) is one the widely used products in agricultural products in Vietnamese people ‘s ... -
An Improved Model Based On Attnsleep For Sleep Stage Classification Using Single-Channel Eeg
Huynh, Thanh Bao Ngoc (2023)This study advances the field of sleep stage classification by enhancing the performance of a deep learning model, AttnSleep. The methodology involved substituting the standard Multi-resolution Convolutional Neural Network ... -
Large scale capacitated vehicle routing problem: A case study of a convenience store chain
Luong, Phuong Anh (2022)The Capacitated Vehicle Routing Problem (CVRP) is a significant logistics and management NP-hard problem in the industrial sector. The CVRP appears in more large-scale and complicated scenarios as the urban planning ... -
Machine learning in inorganic waste classification
Ton, Nu Hoai Thanh (2022)Waste classification and processing are important issues in promoting a more sustainable economy and friendly living environment. Smart technology applications could change how waste could be handled and recycled to ... -
A Machine Learning-Based Approach To Predict The Cervical Cancer
Nguyen, Tram Anh (2023)The leading cause of high mortality rates in the world continues to be cervical cancer. It is essential to put in place a comprehensive strategy that includes prevention, early diagnosis, screening, and treatment programs ... -
Opposition -based genetic algorithm approach to flexible job-shop scheduling problem
Le, Cong Minh (2022)Production scheduling, or flexible job-shop scheduling problem in specific, has widely been a regular practice for most manufacturing firms, it is necessary for businesses to come up with the best schedules in the most ... -
Prediction Of Customer Churn Risk In E-Commerce Retail Using Machine Learning
Nguyen, Thi Thanh Quyen (2023)Identifying customer churn plays a vital role in the operation and expansion of any business. By identifying non-returning consumers, a company can learn why customers leave and can then tailor their marketing campaigns ... -
Quality Inspection For Agricultural Product By Weight Estimation-Tomatoes
Le, Thanh Nhan (2020)This thesis is about to propound the quality inspection method for agricultural products, cherry tomatoes and regular tomatoes. Initially, the study will concentrate on analysing both tomatoes dimensions to estimate the ... -
Quality Management Of Agricultural Product: Raphanus Sativus And Application
Le, Thi Kim Ngan (2020-08)Vietnam is a region on tropical, suitable for the growth of agricultural products. Raphanus Sativus is one of the widely used agricultural products in daily meals of Vietnamese people. In addition to being used in daily ... -
Rolling Bearing Diagnosis Using Machine Learning
Phan, Nguyen Xuan Quynh (2022)Rolling bearing fault is one of the most common failures that leads to rotating equipment’s shutting down. Within this fact, researchers have always considered rolling bearing faults diagnosis and therefore, the topic ... -
Solving The Examination Timetabling Problem Using A Hybrid Of Particle Swarm Optimization And Grey Wolf Optimizer
Hoang, Thinh (2020-08)Constructing an examination timetable in University can be defined as a challenging task with many practical constraints. There are various conditions to seize a good feasible timetable. In this work, we want to solve ... -
University Course Timetabling Using Grey Wolf Optimizer: A Case Study Of International University
Gin, Sau Phan (2020-08)Building a university course timetabling (UCT) can be defined as an NP-hard problem, and some of the problems that needs addressing are classrooms, faculty members, students, and courses. This is a difficult issue with ... -
Vehicle Routing Problem For Home Healthcare System In Ho Chi Minh City
Nguyen, Tran Phuong Uyen (2020)Logistics in Vietnam is known as a one of the sectors development industry and contributes significantly to the country's economy. In particular, transportation is always an integral part of logistics. In this study, the ... -
Weather Forecasting By Using Machine Learning
Nguyen, Le Thu Ngan (2023)Accurate weather forecasting is essential for numerous industries, including agriculture, transportation, energy, and disaster preparedness. Recent advancements in machine learning have sparked considerable interest in ...