CTU Journal of Innovation and Sustainable Development https://ctujs.ctu.edu.vn/index.php/ctujs <p><strong>CTU Journal of Innovation and Sustainable Development (CTUJoISD)</strong>, <strong>ISSN 2588-1418 </strong>and<strong> e-ISSN 2815-6412</strong>, is an international double-blind peer-reviewed journal that publishes original and high-quality research articles and review articles in multi-disciplines. It previously existed as <em>Can Tho University Journal of Science (CTUJS)</em> which was established in 2015 with assigned codes ISSN 2615-9422 and e-ISSN 2815-5602.</p> <p align="justify">The aim of the Journal is to be a key source of research articles to provide scientific research results of Can Tho University in particular, and domestic and foreign scientific research projects in general, contributing to promoting scientific research and technology transfer.</p> <p>The scopes of the Journal include, but not limited to, the following topic areas:<br />1. Agricultural and Biological Sciences;<br />2. Business, Management and Accounting;<br />3. Engineering;<br />4. Social Sciences;<br />5. Multidisciplinary.</p> <p>Editor-in-Chief<br />Tran Ngoc Hai<br />Professor<br />Can Tho University, Viet Nam<br />Research Interests: Advances in Seed Production for Aquaculture, Advances in Aquaculture, Aquaculture Planning and Development, Integrated Coastal Zone Management<br /> <br />Deputy Editor-in-Chief<br />Tran Thanh Dien<br />PhD<br />Can Tho University, Viet Nam<br />Research Interests: Recommender Systems, Data mining in education</p> <p>Editorial Board Members</p> <p>Tetsu Ando<br />Professor<br />Tokyo University of Agriculture and Technology, Japan<br />Research Interests: Molecular Mechanism of Bio-Interaction</p> <p>Fu-Sung Chiang<br />Professor<br />National Taiwan Ocean University, Taiwan<br />Research Interests: Consumer Economics, Fisheries/Aquaculture Economics, Demand and Market Analyses, Marketing and Trade</p> <p>Nguyen Ngoc Dien<br />Associate Professor<br />Hoa Sen University, Viet Nam<br />Research Interests: Civil Law</p> <p>Nigel K. Downes<br />PhD<br />GIZ/CIM Integrated Expert<br />Research Interests: Environmental Science, Geography</p> <p>Phan Trung Hien<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Administrative Law</p> <p>Le Quoc Hoi<br />Professor<br />National Economics University, Viet Nam<br />Research Interests: Economic growth, FDI, poverty and income inequality</p> <p>Atsushi Ishimatsu<br />Professor<br />Nagasaki University, Japan<br />Research Interests: Environmental Physiology, Comparative Physiology, and Morphology</p> <p>Samir Kumar Khanal<br />Professor<br />University of Hawaii at Manoa, USA<br />Research Interests: Anaerobic Digestion, Aquaponics, Waste-to-Resources, Environmental Biotechnology</p> <p>Nguyen Dac Khoa<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Rice, Plant Biotechnology, Crop Management</p> <p>Phan Dinh Khoi<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Microfinance, Microeconomic Theory, Behavioral Finance</p> <p>Nguyen Ngoc Lam<br />Professor<br />Institute of Oceanography, Viet Nam<br />Research Interests: Marine Biology, Phytoplankton, Harmful Algal Blooms, and Dinoflagellates</p> <p>Juan Boo Liang<br />Professor<br />Universiti Putra Malaysia, Malaysia<br />Research Interests: Animal Nutrition, Livestock Waste Management</p> <p>Hoang Ngoc Long<br />Professor<br />Institute of Physics, Viet Nam Academy of Science and Technology, Viet Nam<br />Research Interests: Field and particle theory</p> <p>Juan J. Loor<br />Professor<br />Department of Animal Sciences, University of Illinois, United States<br />Research Interests: Nutrition, Physiology, Genomics, Lactation, Dairy, cow</p> <p>Do Thanh Nghi<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Mining Complex Data, Support Vector Machines, Decision Trees, Ensemble-based Learning, Information Visualization</p> <p>Nguyen Chi Ngon<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Intelligent Control</p> <p>Nguyen Trong Ngu<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Animal and Veterinary Sciences, Animal Breeding, Animal Husbandry, Veterinary Medicine</p> <p>Minh Nguyen<br />PhD<br />The Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia<br />Research Interests: Climate Adaptation and Sustainable Development</p> <p>Pham Thi Hong Nhung<br />Associate Professor<br />University of Foreign Languages of Hue University, Viet Nam<br />Research Interests: Language Education, Intercultural Communication, Pragmatics</p> <p>Kazufumi Osako<br />Professor<br />Tokyo University of Marine Science and Technology, Japan<br />Research Interests: Life sciences, Aquatic Life Sciences, Food Sciences</p> <p>Ngo Thanh Phong<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Chemistry, Organic Synthesis</p> <p>Nguyen Thanh Phuong<br />Professor<br />Can Tho University, Viet Nam<br />Research Interests: Adaptation of aquatic animals to environmental factors, Sustainable production of aquaculture systems, Hi-tech aquaculture production systems</p> <p>Yeong Yik Sung<br />Professor<br />Universiti Malaysia Terengganu, Malaysia<br />Research Interests: Stress proteins, Aquaculture</p> <p>Yuji Tanaka<br />Professor<br />Tokyo University of Marine Science and Technology, Japan<br />Research Interests: Plankton Oceanography</p> <p>Nguyen Thanh Thuy<br />Professor<br />VNU University of Engineering and Technology, Viet Nam<br />Research Interests: Artificial Intelligence, Soft Computing, Hybrid Intelligence, Knowledge-Based Systems, High Performance Computing, Grid Computing</p> <p>Tran Trung Tinh<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Electrical Systems, Transmission System, Smart Grid</p> <p>Nguyen Hieu Trung<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: Water Management, Land Use Planning</p> <p>Phuong Hoang Yen<br />Associate Professor<br />Can Tho University, Viet Nam<br />Research Interests: English Language Teaching, Student Learning Autonomy, Teacher Professional Development, Testing and Assessment in Language Teaching</p> <p> </p> en-US ctujoisd@ctu.edu.vn (Editorial Board of CTU Journal of Innovation and Sustainable Development ) ctujoisd@ctu.edu.vn (CTU Journal of Innovation and Sustainable Development ) Tue, 04 Mar 2025 00:00:00 +0700 OJS 3.2.1.1 http://blogs.law.harvard.edu/tech/rss 60 Production of dicalcium phosphate anhydrous from the bone of Nile Tilapia (Oreochromis niloticus) grown in Viet Nam https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1049 <p>This study was conducted to find a facile method for preparing dicalcium phosphate anhydrous (DCPA) from the bones of Nile Tilapia, recovered from a by-product of the fillet process. The by-product containing bones of the Nile Tilapia collected from a local factory was stewed in boiling water and treated with NaOH solution to remove organic impurities from the obtained bones of Tilapia. The pre-treated bones were then calcined and ground to a fine powder before converting to dicalcium phosphate anhydrous. The factors affecting the yield of DCPA such as precipitation pH, reaction temperature, and reaction time were investigated. Modern analytical methods, such as XRD, SEM, XRF, and TGA were employed to characterize the DCPA. The DCPA product with high crystallinity (~ 98.5%) with particle sizes ranging from 1 to 3 µm was obtained at pH 5, 90 min. reaction, and 80°C. This study showed a facile and viable method for producing dicalcium phosphate anhydrous from the bones of Nile Tilapia.</p> Ngo Khanh-Nguyen, Le Kien-Quoc, Huynh Lien-Huong; Nguyen Van-Dat; Nguyen Viet-Nhan-Hoa, Ho Quoc-Phong Copyright (c) 2025 Ngo Khanh Nguyen, Kien Quoc Le, Huynh Lien Huong; Nguyen Van Dat; Nguyen Viet Nhan Hoa, Quoc Phong Ho https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1049 Tue, 04 Mar 2025 00:00:00 +0700 Influence of Limestone Powder Particle Size and Content on Portland Cement Paste Properties https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1010 <p>The purpose of this study was to investigate the effects of different particle sizes and contents of limestone powder (LSP) on the compressive strength and workability of ordinary Portland cement (OPC) paste. Three types of LSP with different specific surface areas (SSA) were used to replace OPC in proportions ranging from 0 to 40%. Both compressive strength and flow experiments were conducted, and the results were analyzed using regression analysis. The findings were further corroborated by X-ray diffraction analysis. The experimental results show that the higher the SSA and the smaller the particle size, the worse the workability. Notably, when the content of LSP is less than 20%, the influence of LSP particle size on compressive strength and workability is not significant. However, when it exceeds 20%, the greater the SSA of LSP, the smaller the particle size, and the smaller the reduction in compressive strength. According to the result, the LSP-F has the optimal performance in the higher replacement, especially at the 20% replacement.</p> Cheng-Xuan Yu, Wei-Chien Wang, Hoang-Trung-Hieu Duong, Jia-Chen Xue Copyright (c) 2025 Cheng-Xuan Yu, Wei-Chien Wang, Hoang-Trung-Hieu Duong, Jia-Chen Xue https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1010 Tue, 04 Mar 2025 00:00:00 +0700 Using efficient bimetallic FeCo-ZIFs catalyst for Ciprofloxacin degradation in the presence of potassium peroxydisulfate https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1063 <p>Solvothermal synthesis was used for the successful manufacture FeCo-ZIFs bimetallic materials. The materials' properties were determined using a variety of techniques, including Fourier-transform infrared spectroscopy (FT-IR), energy dispersive X-ray spectroscopy (EDX), powder X-ray diffraction (PXRD), scanning electron microscopy (SEM), thermogravimetric analysis (TGA), and nitrogen adsorption ability. The obtained FeCo-ZIFs were acted as catalysts to remove Ciprofloxacin in aqueous media with high efficiency. It showed that the decomposition efficiency of Ciprofloxacin reached 92.1% with a weight of 0.4 g/L FeCo-ZIFs, and 0.3 g/L potassium peroxydisulfate for 30 min at room temperature (30±2<sup>o</sup>C). According to research, this is the first time FeCo-ZIFs was applied to treat Ciprofloxacin.</p> Cao Dang Hoang An, Le Thi Anh Thu, Pham Thi Truong An, Ha My Tien, Nguyen Thi Kim Ngan, Cao Luu Ngoc Hanh, Huynh Giao Dang Copyright (c) 2025 Huynh Giao Dang, Le Thi Anh Thu, Pham Thi Truong An, Cao Dang Hoang An, Nguyen Thi Kim Ngan, Cao Luu Ngoc Hanh, Ha My Tien https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1063 Tue, 04 Mar 2025 00:00:00 +0700 Recycling used coffee grounds as fine aggregate in alkali-activated lightweight non-load-bearing composites https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1030 <p>Coffee is one of the most consumed drinks, which releases large amounts of used coffee grounds (UCG), causing environmental problems. Thus, UCG was re-used in combination with bottom ash (BA) as fine aggregates in making alkali-activated non-load-bearing lightweight composites (ANLC) in this study. To evaluate the effect of UCG on the properties of ANLC, seven ANLC mixtures with UCG/BA ratios of 0/100, 5/95, 10/90, 15/85, 20/80, 25/75, and 30/70 were prepared. Results showed that the properties of ANLC were influenced significantly by UCG contents. Indeed, an increase in UCG content led to a decrease in dry density, strength, and drying shrinkage while increasing the ANLC’s water absorption, except for the specimen with 5% UCG incorporation. Correlations among properties of ANLC were established and the potential applications of ANLC in real practice were also suggested, proving that the ANLC could be applied to non-load-bearing elements. Among the mixtures, the 28-day ANLC specimen containing 5% UCG exhibited the highest flexural and compressive strengths of 7.12 MPa and 39.4 MPa, respectively, and the lowest water absorption of 10.29% with the relatively low dry density of 1671 kg/m<sup>3­</sup>, indicating the feasibility of using UCG as fine aggregate in the production and application of ANLC.</p> Huynh Quoc Dung, Luong Hoang Nhat Huy, Ngo Nhat Tan, Duong Thanh Hau, Nguyen Thanh Binh, Lam Tri Khang, Trong-Phuoc Huynh Copyright (c) 2025 Quoc Dung Huynh, Hoang Nhat Huy Luong, Nhat Tan Ngo, Thanh Hau Duong, Thanh Binh Nguyen, Tri Khang Lam, Trong Phuoc Huynh https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1030 Tue, 04 Mar 2025 00:00:00 +0700 Optimal location and size of electric vehicle charging and discharging stations in distribution networks with integrated distributed generations https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1077 <p>Nowadays, the world is moving towards green energy vehicles and electric vehicles (EVs) are one of the chosen solutions. Vehicle-to-grid (V2G) technology is gradually gaining attention to support issues of performance optimization, energy fluctuations, reducing grid operating costs and bringing optimal efficiency to owners. Along with the rapid increase in the number of EVs, the deployment of effective electric vehicle charging station (EVCS) infrastructure is desirable. However, improper installation can cause many negative impacts on the grid and vice versa, especially EVCS applying V2G charging and discharging techniques. In this study, we propose a computational model to determine the optimal location and size of EVCS applying V2G technique in a distribution network integrating distributed generation sources (DG) with the goal of minimizing active power loss, using an improved method combining the firefly algorithm with the quantum-inspired evolutionary algorithm (QBFA) to find solutions for the problem. The solution results are simulated on a 33-node IEEE standard distribution network using Matlab software and compared with the original FA algorithm to evaluate and propose computational solutions to develop the EVCS system infrastructure in practice.</p> Vo Minh Thien, Tran Thi Lan Anh, Nguyen Quang Ai, Tran Trung Khanh, Vo Ngoc Dieu Copyright (c) 2025 Thien Vo Minh, Lan Anh Tran Thi, Quang Ai Nguyen, Trung Khanh Tran, Ngoc Dieu Vo https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1077 Tue, 04 Mar 2025 00:00:00 +0700 Short-term active power forecasting for wind farms using artificial neural networks https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1036 <p>These days, wind energy plays an increasingly crucial role in the energy sector, posing challenges in its management and operation. Given the current upgrade of Vietnam's 500 kV grid infrastructure, wind farms are concentrated in specific regions. This concentration can lead to significant power influxes into the grid at certain times, causing grid overcurrent. Hence, the National Load Dispatch Center is currently regulating power generation based on forecasted data from generating units. Therefore, short-term power forecasting for wind farms is crucial to mitigate grid overcurrent. This article proposes a short-term forecast of active power in wind farm using a model based on Artificial Neural Network (ANN) on Matlab platform. In the process of building the ANN model, this article considers eliminating the impact of capacity regulation on the power grid. The model was tested using real data from the Ia Pết Đăk Đoa 1 wind farm in Gia Lai province. The time forecast is given in 15-minute intervals for the next 4 hours. The collected results show the superiority of the method in forecasting with low errors and saving calculation time.</p> Dinh Thanh Hai, Tran Trung Tinh, Do Nguyen Duy Phuong Copyright (c) 2025 Dinh Thanh Hai, Do Nguyen Duy Phuong, Tran Trung Tinh https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1036 Tue, 04 Mar 2025 00:00:00 +0700 A feasible process for recycling anthocyanins and pectin from the waste peels of purple passion fruit (Passiflora edulis Sims) as food additives https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1042 <p>Purple passion fruit is widely cultivated in Vietnam and its peels are considered by-products or agricultural waste after processing, which could cause environmental issues. Notably, these peels contain some valuable components with high bioactivities and applicability, such as anthocyanins (natural colorants) and pectin. Therefore, this work proposes a process for the sequential recycling of anthocyanins and pectin from purple passion fruit waste, in which anthocyanin extraction conditions and their bioactivity by ultrasound-assisted solvent extraction were studied and the characteristics of the obtained pectin were analyzed. The results showed that approximately 95% anthocyanins (125.4 mg/100 g dried peels) were extracted under the best conditions such as 80% ethanol (v/v), 1:25 (g/mL) solid/liquid ratio, 40°C incubation temperature, and 10 minutes sonication time. The findings demonstrated the antioxidant and cytotoxic activity of KB epithelial cells of the anthocyanin extract. Additionally, 7.47% of pectin from the residues after extraction anthocyanins were extracted by citric acid with pH 2 at 87°C for 90 minutes. The pectin has 68.34% purity, and 57.14% of DE, and its structure was confirmed by FT-IR spectra. This study can be utilized to recover useful components from purple passion fruit peel waste, improving the fruit’s value and reducing the environmental impacts of its peels.</p> Tran Thanh Tuan, Nguyen Anh Tu, Le Thi Ngoc Huong, Dinh Thi Tu Ngan, Ngo Truong Ngoc Mai, Nguyen Thi Bich Thuyen, Ho Quoc Phong, Doan Van Hong Thien, Viet Nhan Hoa Nguyen Copyright (c) 2025 Viet Nhan Hoa Nguyen, THANH TUAN TRAN, Anh Tu Nguyen, Thi Ngoc Huong Le, Thi Tu Ngan Dinh, Ngo Truong Ngoc Mai, Nguyen Thi Bich Thuyen, Ho Quoc Phong, Doan Van Hong Thien https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1042 Tue, 04 Mar 2025 00:00:00 +0700 Multi-Quality Optimization in Pulsed Laser Cutting of Thin Laminated Cores Using the Preference Selection Index Method https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1004 <p>This study explores a pulsed Nd:YAG laser cutting of thin laminated cores made from non-oriented electrical steel sheets, aiming to optimize cutting quality aims to investigate the cutting quality of a thin laminated core using a non-oriented electrical steel sheet by a pulsed fiber Nd: YAG laser. The influence of laser power (P), scanning speed (v), and pulse repetition rate (f) on cutting time (T<sub>C</sub>), recast layer height (H), and kerf surface roughness (S<sub>a</sub>) is analyzed to determine optimal processing parameters. Each process parameter is elected with three levels, and a total of 27 experimental datasets are achieved. The preference selection index (PSI) method is used to determine the optimal cutting quality based on multiple criteria derived from experimental results. The best quality is found at No. 23 with process parameters of P = 18 W, v = 600 mm/s, and f = 30 kHz for qualities of T<sub>C</sub> = 20.6 s, H = 20.2 µm, and Sa = 2.4 µm.</p> Nguyen Van Tai, Nguyen Van Cuong, Huynh Thanh Thuong, Nguyen Dinh Tu, Nguyen Thi Kim Khanh, Ho Jeng-Rong, Nguyen Hoai Tan Copyright (c) 2025 Hoai Tan Nguyen, Nguyen Van Tai, Nguyen Van Cuong, Thanh Thuong Huynh, Dinh Tu Nguyen, Thi Kim Khanh Nguyen, Jeng-Rong Ho https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1004 Tue, 04 Mar 2025 00:00:00 +0700 Effect of extraction solvents on yield, chemical composition and antioxidant activity of Peperomia pellucida (L.) Kunth seed extract https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1056 <p>Peperomia pellucida (L.) Kunth is a valuable herbal plant with numerous medicinal properties, offering potential for the development of herbal products with antioxidant benefits. Extraction is a critical step in the recovery and analysis of bioactive compounds in botanical materials. The judicious selection of extraction methodologies and solvents is important in ensuring the recovery and protection of the biological efficacy of these compounds, thereby facilitating the standardization of herbal products. This study investigates the influence of solvent on the yield, chemical composition, and antioxidative activity of P. Pellucida seed extract. The results underscore a propensity towards maximal yield with ethanol employment. Furthermore, all extracts manifest a moderate antioxidative capacity, with the ethyl acetate extract particularly demonstrating heightened activity. Dill apiol is identified as the predominant constituent in all extracts, constituting up to 83% of the composition. The study's findings suggest the promising potential of P. Pellucida seed extract as a valuable source of antioxidants, paving the way for the creation of beneficial herbal products.</p> Ho Quoc Phong, Nguyen Thi Bich Thuyen, Tran Thanh Men, Nguyen Van Dat, Lam Phuc Thong, Le Kien Quoc, Huynh Nhu, Lien Huong Huynh Copyright (c) 2025 Lien Huong Huynh, Ho Quoc Phong, Nguyen Thi Bich Thuyen, Tran Thanh Men, Nguyen Van Dat, Lam Phuc Thong, Le Kien Quoc, Huynh Nhu https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1056 Tue, 04 Mar 2025 00:00:00 +0700 Simulation of flow velocity variations in the Cai Khe Channel during sluice gate operation https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1013 <p>The three-dimensional hydraulic model Flow-3D was used to simulate the flow velocity in the Cai Khe channel when operating the gates of the Cai Khe barrier. Primary and secondary data were collected to build, calibrate, and validate the model. The NSE coefficient for calibration and validation cases were 0.74 and 0.61, respectively, indicating the reliability of the model. The case of operating the gate to discharge pollutants and create a unidirectional flow with a water level difference between the field and the river of 1.54 meters was chosen to check for potential erosion. The simulation results showed that at profiles 1 and 2 (located 10 meters and 60 meters from the center of the sluice towards the river, respectively), the average flow velocities were 2.97 m/s and 4.99 m/s, respectively, which are greater than the allowable non-erosive velocity (v<sub>x</sub> = 0.19 – 0.26 m/s). Therefore, the riverbed needs to be reinforced to prevent erosion when operating the sluice gates.</p> Dinh Van Duy, Nguyen Hoang Phuc Copyright (c) 2025 Van Duy Dinh, Hoang Phuc Nguyen https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1013 Tue, 04 Mar 2025 00:00:00 +0700 Impact of recycled concrete aggregate particle size on the strength of soil mixtures for subgrade improvement https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1065 <p>Subgrade improvement applications have extensively investigated the financial and ecological benefits of utilizing recycled concrete aggregate (RCA) waste. This solution has been widely studied in recent decades. This study presents the findings of the relationship between different sizes of recycled concrete aggregate (RCA) particles and certain properties of SRCA blends by adding cement. The test results showed that adding RCA with cement to unstabilized soil significantly improved its compressive strength behavior. Incorporating RCA into the soil mixture can more than double its compressive strength. Integrating larger RCA particle sizes into unstabilized soil decreased the optimum moisture content (OMC) while increasing the maximum dry density (MDD). Conversely, using finer RCA particle sizes in soil mixtures increased the compressive strength compared to larger RCA particles. This blend of RCA-stabilized expansive soil is suitable for subgrade improvement applications, such as building low-traffic volume roads and ensuring embankment stability.</p> Ho Thi Kim Thoa, Le Hoang Khanh Copyright (c) 2025 Thi Kim Thoa Ho, Hoang-Khanh Le https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1065 Tue, 04 Mar 2025 00:00:00 +0700 Digital mapping of soil electrical conductivity for paddy field https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1031 <p>The digital soil electrical conductivity (EC) map has been widely applied in agriculture globally due to its ability to explain various soil characteristics. However, the Mekong Delta lacks comprehensive data on soil EC. This study aims to address this gap by using the common interpolation method —K-Nearest Neighbors (KNN), Inverse Distance Weighting (IDW), Kriging interpolation, and Convolutional Neural Networks (CNN)—to map soil EC over an area of approximately 1.4 hectares. Using 228 data samples, the study found that the Gaussian model within Kriging was the most effective for interpolating soil EC, achieving the highest R-squared values (0.79 with test data and 0.96 with full data) and the lowest RMSE values (0.049 with test data and 0.022 with full data). Additionally, GPS data collection using the U-blox ZED-F9P-01B GPS module, paired with the U-blox ANN-MB-00 antenna, yielded better accuracy and reliability under rice field conditions (Q=1) compared to the performance in orchard settings. This research provides valuable insights into soil management and agricultural practices in the Mekong Delta.</p> Ho The Anh, Luu Trong Hieu, Nguyen Chi Ngon Copyright (c) 2025 Ho The Anh, Nguyen Chi Ngon, Luu Trong Hieu Hieu https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1031 Tue, 04 Mar 2025 00:00:00 +0700 Investigating effects of cutting parameters on surface roughness machined by turning of C45 steel based on Taguchi methodology and ANOVA https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1037 <p>The present study investigates the effects of cutting parameters (cutting speed, feed rate, and depth of cut) on the roughness of the finished surface during turning C45 steel using CNC QUICK TURN 150 SG (Mazak, Japan) with carbide inserts WNMG431PP CA525 (Kyocera Precision Tools TAC08616). The experiment design was based on the Taguchi method. The results show that the feed rate significantly influences surface roughness; the cutting velocity is second in order, and the depth of cut is the weakest influence parameter on the surface roughness. The regression equation was proposed to predict the roughness of turned surfaces and its determination coefficient ( ) of 0.9985. The prediction predicted by the regression models is compared to the experiment. The mean absolute and square error values are 6.73% and 0.85%. Hence, the model is reliable in estimating surface roughness.</p> Huynh Thanh Thuong, Nguyen Hoai Tan, Huynh Quoc Khanh, Nguyen Van Cuong, Bui Van Huu Copyright (c) 2025 Thanh Thuong Huynh, Hoai Tan Nguyen, Quoc Khanh Huynh, Nguyen Van Cuong, Bui Van Huu https://creativecommons.org/licenses/by-nc/4.0 https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1037 Tue, 04 Mar 2025 00:00:00 +0700