Engineering and Applied Science Research
https://ph01.tci-thaijo.org/index.php/easr
<div style="text-align: justify;"> <h3><strong>Dear EASR Journal members,</strong></h3> <p>For manuscripts submitted from 1 April 2025 onward, authors will be required to pay a one-time article processing charge (APC) of 7,000 Baht upon formal manuscript acceptance. (Announced on: 27/12/2024)</p> <h3><strong>Engineering and Applied Science Research (EASR)</strong></h3> <p>EASR is a peer-reviewed journal that publishes original research and review articles in various fields of engineering. The journal not only presents highly original ideas and advanced technologies, but also practical applications of appropriate technology. EASR aims to provide the most complete and reliable source of information on current developments in the field. Its focus is on rapidly publishing quality manuscripts that are freely available to researchers, scientists, and academics worldwide. </p> </div> <table border="0"> <tbody> <tr> <td><strong>Journal Abbreviation</strong> Eng Appl Sci Res</td> </tr> <tr> <td><strong>ISSN</strong> 2539-6161 (Print)</td> </tr> <tr> <td><strong>ISSN</strong> <span class="style2">2539-6218</span> (Online)</td> </tr> <tr> <td><strong>Start year:</strong> 1974</td> </tr> <tr> <td><strong>Language:</strong> English (since Vol.42 No.3, 2015)</td> </tr> <tr> <td><strong>Publication fee:</strong> free of charge </td> </tr> <tr> <td><strong>Issues per year:</strong> 6 Issues</td> </tr> <tr> <td><strong>Review Method:</strong> Double-blind review</td> </tr> </tbody> </table> <p> </p> <p><a href="https://ph01.tci-thaijo.org/index.php/easr/article/view/40691/33714"><strong>Download Template Guidelines Here</strong></a></p>Khon Kaen Universityen-USEngineering and Applied Science Research2539-6161<p><a href="https://creativecommons.org/licenses/by-nc-nd/4.0/" rel="license"><img src="https://i.creativecommons.org/l/by-nc-nd/4.0/88x31.png" alt="Creative Commons License" data-pagespeed-url-hash="1968729048" /></a></p> <p>This work is licensed under a <a href="https://creativecommons.org/licenses/by-nc-nd/4.0/" rel="license">Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License</a>.</p>Effect of warm deformation parameters on hardness and microstructure of AISI 1020 low carbon steel for near-net shape forging
https://ph01.tci-thaijo.org/index.php/easr/article/view/260067
<p>This research aims to present a concept for altering a metal manufacturing process from cold to warm forging thereby reducing unnecessary steps and energy consumption. This will lower costs and increase production profits. The study explores the impact of warm forging process parameters on the hardness and microstructure of low-carbon steel for near-net-shape forging in more than two continuous stages. The material used in this experiment is annealed AISI 1020 carbon steel with chemical additions of 0.01% Ni, 0.03% Cr, and 0.044% Al. The study procedure involves: (i) heating slugs with a height-to-diameter ratio (ho/do) of 2.07 to a temperature range of 200–700 and soaking them for 1 hour. The grain size noticeably increases at temperatures above 500 °C. (ii) The materials were forged at six different temperatures from 200 to 700 with both hardness and microstructure examined at each stage. This was done to determine the recrystallization temperature. The experimental results showed that recrystallization begins at 500 in a warm forging process and becomes more pronounced at 600 to 700 °C. The lowest average hardness value in the transverse direction (TD) occurs at 500 to 700 °C. This suggests that the suitable warm working temperature range should be below 500 °C, as the primary microstructure in the forging process has not yet undergone recrystallization. Our research provides valuable insights for manufacturers aiming to transition from cold to warm forging, emphasizing the importance of precise control over deformation parameters to achieve desired material properties.</p>Napatsakorn JhonthongSukangkana Talangkun
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2025-03-142025-03-14521188197Comparative analysis of steady and unsteady friction models in numerical simulation of water hammer phenomenon
https://ph01.tci-thaijo.org/index.php/easr/article/view/259832
<p>This study presents comparative numerical modeling using the method of characteristics to solve the water hammer phenomenon in a pipeline that consists of reservoir-pipe-valve systems resulting from an instantaneous valve closure. Study focused on the unsteady friction approach, the two-coefficient instantaneous acceleration-based unsteady friction model (2-k IAB), which describes the transient flow behavior in pipeline systems during rapid velocity changes that result in water hammer events. Also, the methodology includes developing a mathematical model based on the numerical simulation of the governing equations using the proposed models and validating the model results by utilizing six sets of experimental data from two different laboratory sources. The study compares the performance of steady and unsteady friction models and reveals the limitations and advantages of each in simulating pressure waves resulting from the water hammer. The study also discusses the basic criteria for selecting values when using the average wave speed for experimental data. Numerical results show that the best model and the most consistent with experimental data is the 2-k IAB model, followed by the one-coefficient instantaneous acceleration-based model (1-k IAB), and finally, the least accurate model is the steady friction model. This was validated by using the statistical method Normalized Root Mean Squared Error. The methodology presented in this paper can be a valuable tool for analyzing and designing pipeline systems subjected to the water hammer phenomenon. It provides insights into transient flow characteristics resulting from instantaneous valve closure and helps determine the appropriate mitigation measures to prevent pipeline system damage.</p>Zakariya MohsinZeyad SulaimanSahad Khilqa
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2025-03-142025-03-14521207220Variations in acoustic emission characteristics across different deformation stages of various materials
https://ph01.tci-thaijo.org/index.php/easr/article/view/259791
<p>Integration of acoustic emission (AE) monitoring with traditional mechanical testing presents an attractive methodology for the prediction and assessment of material failure processes. While AE monitoring during mechanical testing has been extensively applied to study deformation and fracture in individual materials, conducting a comparative analysis across various monolithic materials using a single AE system provides valuable insights. This approach helps identify material-specific signal characteristics and behaviors that are essential for predicting failure in complex, multi-material structures. In this study, uniaxial testing with AE monitoring was conducted for evaluating failure behaviors of four different materials, namely low-carbon steel, aluminum alloy, acrylic and white Portland cement (WPC). The AE patterns obtained from tensile testing of ductile metallic materials, low‑carbon steel and aluminum alloy clearly indicated the regions of elastic, plastic and fracture by difference of peak amplitude intensity of AE signals. AE signals obtained from brittle materials, PMMA acrylic and WPC specimens showed fluctuated AE peak amplitude intensities throughout the linear deformation region until specimen fracture. The AE signals and their corresponding Fast Fourier Transform spectra provide data indicating failure of different materials, as well as failure behaviors, i.e., elastic, plastic and fracture, of ductile metallic materials.</p>Atip LoetpiyaPatamaporn ChaikoolYoshiharu MutohPrinya ChindaprasirtTeerawat Laonapakul
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2025-03-212025-03-21521221228Stress-strain relationships of spirally confined instant concrete under axial compression
https://ph01.tci-thaijo.org/index.php/easr/article/view/259751
<p>Project activities require the strength of concrete to reach 100% at an age less than 28 days. Many manufacturers have created concrete with a strength that reaches 100% at an age less than 28 days; this product is called instant concrete. This instant concrete can be designed to attain 100% concrete strength at the ages of 7, 14, and 21 days. However, concrete is not only required to be strong; it must also be ductile. Ductility is usually measured after the concrete reaches its peak load phase, namely in inelastic conditions. Square or spiral stirrups can be used for concrete confinement to improve ductility. Spirals are a better confining system than square stirrups. The evidence for this can be seen from the relationship between concrete stress and strain. The concrete stress-strain relationship is necessary as a basis for reinforced concrete design assumptions. However, for instant concrete with a certain age, it is necessary to develop its specific stress-strain relationship model. Thus, this study aims to develop a stress-strain relationship model that can be used as a basis for assumptions in analysing confined concrete structural members. This study measured the concrete strength f'<sub>c</sub> at the ages of 7, 14, 21, and 28 days, and on average it reached the target f'<sub>c</sub> value; the stress-strain relationship tends to fit the Kent-Park model. Therefore, the design of reinforced concrete structural members for the ages of 7, 14, and 21 days can use the proposed stress-strain relationship model.</p>Mohammad GhoziAnik BudiatiBambang SabarimanTavioSlamet Widodo
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2025-03-142025-03-14521198206Enhanced real-time paddy moisture content assessment in pneumatic drying using correction factor
https://ph01.tci-thaijo.org/index.php/easr/article/view/259697
<p>Accurate and real-time monitoring of paddy moisture content during the drying process is critical to preserving rice quality and ensuring efficient post-harvest management. This research article presents the application of weather sensor (DHT22, AM2302, Aosong Electronics Co.,Ltd) that measures air temperature and relative humidity for evaluating paddy moisture content in drying process of a pneumatic dryer. Khao Dawk Mali 105 paddy with initial moisture content of 26%w.b. was dried by a constant drying air temperature of 70 <sup>º</sup>C and the drying air flow rate of 0.0631 m<sup>3</sup>/s with paddy feed rate of 8.45 kg/min throughout the test. Two methods namely DHT-Prediction and DHT-Factor correction methods for evaluating moisture content of paddy were developed by mass balance equation and the result were compared with the reference paddy moisture content analyzed by hot air oven method. The results showed that the DHT-Prediction method gave high moisture measurement error compared to the reference paddy moisture content (R<sup>2</sup> between 0.274 - 0.359 and RMSE between 5.077 - 7.465). The DHT-Factor correction method gave the lowest discrepancy of paddy moisture content during the first 150 minutes of the drying with R<sup>2</sup> of 0.987 and RMSE of 0.515. This method also showed low discrepancy results over the entire drying period which indicated that it has high potential for evaluating the real-time paddy moisture content during drying process.</p>Aphisik PakdeekaewKrawee TreeamnukTawarat TreeamnukManaporn GuptasaManop Yamfang
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2025-02-062025-02-065218189Green extraction of anthocyanins from roselle: A comparative evaluation of extraction techniques and solvents
https://ph01.tci-thaijo.org/index.php/easr/article/view/258764
<p>Due to the abundance of roselle in nature, the potential of the roselle to be a source of natural colorant with high anthocyanin content was explored. Moreover, in conjunction with the 12 principles and practices of Green Chemistry, one of the promising solvents that can offer greenness is deep eutectics solvents (DESs) with broad tunability and high selectivity as an alternative to volatile organic solvents. DESs are solvents comprising a combination of hydrogen bond acceptors (HBA) and hydrogen bond donors (HBD) with lower melting points than their parents’ salts. Therefore, this study explored the potential of DESs as an additive to water as solvents for the extraction of total anthocyanins content (TAC) from roselle extracts. By optimizing extraction parameters, including the best DESs, solid-to-solvent ratio, particle size, and extraction method, this study identified the most effective conditions. Based on the results obtained, the best solvents were choline chloride and triethylene glycol at a ratio of (1:1). Meanwhile, the best solid-to-solvent ratio is 1:15 (g/g). Furthermore, this study obtained the best extraction condition at 750 µm of average particle size using ultrasonic-assisted extraction (UAE) with a yield of 119.02 mg/L cyanidin-3-glucoside equivalence (GCE). As a result, UAE is a promising way to get anthocyanins out of roselle, using DESs as an extra solvent and following the set experimental rules. This study highlights the potential of DESs and the UAE to recover valuable compounds from natural sources and promote sustainable and environmentally friendly practices.</p>Raihanah RoslanMuhammad Azri Mohamad FauziNatashah Emira Ahmad AmranSyamila MansorKiki Adi KurniaMuhammad Syafiq Hazwan Ruslan
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2025-03-032025-03-03521135147Properties evaluation of natural bitumen-filler mastic mixture
https://ph01.tci-thaijo.org/index.php/easr/article/view/258721
<p>Natural bitumen (NB) is a highly precious material and has drawn increasing attention due to its unique properties, especially since it is available in large quantities and has been used in limited fields. In this research, the exploitation of NB from sulfur springs as an alternative energy resource in the production of asphalt pavement is evaluated. It can be concluded from the experimental results that the chemical composition and surface morphology of NB samples are different from those of base asphalt. Besides, the rheological properties of virgin NB are not sufficient for paving work. To overcome this obstacle, NB from five different springs is modified with limestone filler (LSF) to enhance its properties. LSF is a natural material and is available locally at a low price, usually used as filler material in control asphalt mixtures. The study outcomes reveal that LSF is an effective material and plays a fundamental role in improving the properties of NB since it enhances the resistance against temperature susceptibility and improves the ability of NB to disperse in asphalt mixture. Furthermore, treated NB with LSF boosts the mechanical characteristics, increases the stiffness, and strengthens the resistance against water damage for NB mixtures. Particularly, this research clarified that high Marshall stability is achieved with a treated Al-Mamora sulfur spring-NB mixture, which is 30.4% higher than that of the control mixture. At the same time, the treated Al-Askaree sulfur spring-NB mixture has a stiffness index and tensile strength ratio more than the control mixture by 45% and 3.36%, respectively. In conclusion, adding LSF to NB that is extracted from sulfur springs can produce a new type of asphalt binder more suitable for use in road pavement.</p>Haneen Kareem MohsinRoaa Hamed Latief
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2025-01-242025-01-245216680Reinforced concrete and embodied carbon in construction: Challenges and pathways to reduction in Thailand
https://ph01.tci-thaijo.org/index.php/easr/article/view/258616
<p>The increasing demand for construction in Thailand, driven by urbanization and infrastructure development, has heightened the urgency of addressing embodied carbon emissions in reinforced concrete projects. This study evaluates the life cycle carbon emissions of a six-story outpatient department building, focusing on the manufacturing, transportation, and construction stages. Data were collected through stakeholder interviews and analysis of project-specific documents, such as bills of quantities and construction plans. Results reveal that the manufacturing stage contributes 92.75% of total emissions, with concrete and steel as the primary sources, accounting for 6.506 kt CO₂eq. Transportation and construction contribute 6.41% and 0.84%, respectively. The study identifies practical strategies for reducing embodied carbon, including material substitution with supplementary cementitious materials, optimizing logistics, and improving energy efficiency in construction practices. These strategies not only mitigate environmental impacts but also address economic and quality considerations, ensuring feasibility in the local context. The findings provide actionable insights for policymakers and construction professionals to integrate low-carbon practices, contributing to the national and global goals of sustainable development. This research offers a comprehensive framework for reducing embodied carbon emissions while maintaining economic viability and construction quality, positioning Thailand as a leader in sustainable construction.</p>Surapong LiwthaisongTanayut ChaithongratPreenithi Aksorn
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2025-02-212025-02-21521125134Agricultural drought characterization for sugarcane management in Thailand
https://ph01.tci-thaijo.org/index.php/easr/article/view/258566
<p>One of the main factors affecting sugarcane production in Thailand is drought hazard due to reliance on rainfed irrigation. Sugarcane agricultural drought was studied over four regions of dense cane areas from 1990 to 2020 to help inform appropriate policies and practices for mitigating future damages. The research aimed to assess agricultural drought variability of 15 locations throughout the mainland Thailand during the three decades. Actual evapotranspiration (ETa) was used as an indicator and then transformed into the standardized ETa index (SEaI12) over a 12-month timescale, as the sugarcane crop cycle in Thailand is approximately 12 months. For the last decade, the SEaI12 series of each location was correlated with sugarcane yield, sweetness (CCS), and Nino 3.4 resulting in very good, poor, and fair, respectively. All SEaI12 time series were quantified for drought event time series using the run theory. The severity of drought was characterized by duration and deficit, and since they were closely related, only duration was explored. All evaluation processes from ETa to SEaI12 to drought characteristics were cautiously performed in detail. Drought characterizations were demonstrated in two conditions: (i) spatial distribution of the longest drought from each location; (ii) comparison of distribution and frequency of droughts among the three decades. The highest value of the longest drought is located at the highest latitude and decreases towards the lower latitudes. Among the three decades, the 1990s, an El Nino dominated decade, showed highest accumulated drought and frequency values and the 2000s, a La Nina dominated decade, gave the lowest values.</p>Piyapong WongkhunkaewVichai SriboonlueSupasit Konyai
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2025-03-042025-03-04521148158An investigation of pyrolysis kinetics in microwave-assisted conversion of oil palm shell and activated carbon for sustainable bio-oil production
https://ph01.tci-thaijo.org/index.php/easr/article/view/258433
<p>This study explores microwave (MW) pyrolysis of oil palm shell (OPS) blended with activated carbon (AC) to produce bio-oil, focusing on the pyrolysis kinetics and the effect of different feedstock ratios. Three OPS mixtures (70:30, 75:25, and 80:20) were analyzed at a constant temperature of 400°C. Gas chromatography-mass spectrometry (GC-MS) revealed that acetic acid, phenol, and other oxygenated compounds were dominant in the resulting bio-oils. Pyrolysis kinetics were modeled using a first-order reaction approach, with rate constants and activation energies determined for each blend. The 75:25 ratio yielded the highest bio-oil content and exhibited the most favorable kinetic performance, showing strong alignment between experimental and simulated data (<em>R</em>² = 0.758). The study also examined the impact of pyrolysis temperatures (400°C, 500°C, and 600°C) at the fixed 75:25 ratio, demonstrating that temperature plays a key role in both enhancing bio-oil yield and altering its chemical composition.</p>Saysunee JumratTeerasak PunvichaiWichuta Sae-jieWatsana BoonsawaengSaranyoo KlaiklayJirapond MuangprathubSeppo KarrilaYutthapong Pianoroj
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2024-12-022024-12-02521764771Enhancing geopolymer mortars: The role of surgical face masks in modifying mechanical and thermal properties
https://ph01.tci-thaijo.org/index.php/easr/article/view/258421
<p>The primary aim of this study is to examine how expanded surgical face masks (SFMs) affect the mechanical properties, thermal conductivity, thermal insulation, and microstructure of geopolymer mortars. In the experimental phase, SFMs were used after removing the inner nose wires and ear loops, then cut into 5 mm × 5 mm pieces. These SFMs were added to various mixtures at different weight percentages (0%, 2%, 4%, and 6%), along with palm oil clinker (POC) and alkali activator. The mechanical properties of the mixtures, such as compressive strength, bulk density, and water absorption, underwent evaluation through testing. Moreover, thermal conductivity and thermal insulation measurements were carried out to gauge the effect of SFMs on this property. Microstructural analysis of the mixtures was conducted using scanning electron microscopy SEM to examine the impact of SFMs on mortar microstructure. The test results indicated that geopolymer mortar containing 2% SFM achieved a compressive strength of 67.3 ksc at 28 days, with an alkaline to fly ash ratio of 0.8 and POC to fly ash ratio of 3. The geopolymer mortars with POC containing SFMs had a bulk density ranging from 1,233 to 1533 kg/m<sup>3</sup> at 28 days. Notably, the use of SFMs resulted in a substantial enhancement in thermal conductivity and thermal insulation. Additionally, a strong correlation was found between thermal conductivity and bulk density, suggesting a potential relationship between these properties.</p>Preecha SalaemaeAkkadath AbdulmatinWoraphot PrachasareeAbideng Hawa
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2025-01-072025-01-07521116Optimization of green-synthesized silver nanoparticles using Mimosa pudica L. for enhanced photocatalytic degradation of methylene blue: A response surface methodology approach
https://ph01.tci-thaijo.org/index.php/easr/article/view/258321
<p>Silver nanoparticles (AgNPs) were synthesized using <em>Mimosa pudica</em> L. leaf extract as a reducing and stabilizing agent. AgNP yield was maximized using central composite design (CCD) based on response surface methodology (RSM). An AgNO<sub>3</sub> concentration of 3.06 mM, 732 µL extract volume, a 616 W microwave power level, and a 2.35 min reaction time were optimal conditions. Extract volume showed the highest impact on synthesis (F-value: 795.57), followed by microwave power (F-value: 168.84), reaction time (F-value: 51.38), and AgNO<sub>3</sub> concentration (F-value: 49.72). UV-Vis spectrophotometry (UV-Vis) was used to characterize the synthesized AgNPs. A surface plasmon resonance (SPR) peak at 428 nm was observed. It was found from diffuse reflectance spectroscopy (DRS) that the bandgap is 2.34 eV. Fourier transform infrared spectroscopy (FTIR) confirmed the presence of functional groups of plant metabolites that served as capping and reducing agents. Spherical nanoparticles with an average diameter of 7.39±2.37 nm were observed under transmission electron microscopy (TEM). XRD analysis confirmed the face-centered cubic crystalline structure of AgNPs. EDX was employed to study the elemental composition. Synthesized AgNPs were assessed as a photocatalyst for methylene blue degradation under solar light irradiation. A 79.07% conversion was achieved under optimized conditions. Kinetic studies revealed that the degradation of methylene blue followed a pseudo-second-order model with a rate constant of 0.0929 mg<sup>-1</sup> L min<sup>-1</sup> and R<sup>2</sup> of 0.9990. This green synthesis is a viable, sustainable, and cost-effective way to prepare AgNPs with good photocatalytic properties.</p>Pharini ChaisonWimonrat TongpoothornKitiyaporn WittayanarakulManop Sriuttha
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2025-03-122025-03-12521159173Integrating systematic layout planning and fuzzy analytic hierarchy process in the design of sorting and packing fresh fruit facilities: A case study in Thailand
https://ph01.tci-thaijo.org/index.php/easr/article/view/258226
<p>The aim of this study was to contribute to the sustainable development of small and medium-sized Thai fruit exporters who face challenges in business expansion due to limitations in the operational systems of their packing houses, which represent a critical unit in the fruit supply chain. The research had three objectives. The first is to develop a layout that is aligned with the business conditions of the case study entity, with a focus on efficient space utilisation and the incorporation of movement and sorting technologies guided by Muther's systematic layout planning principles. The second involves establishing criteria for selecting operational layouts for agro-businesses, based on the application of supply chain principles that emphasise operational efficiency, food production hygiene, and worker safety. These criteria were developed through a combination of literature review and expert input from agro-industry professionals and engineering academics, within the framework of the SCOR model. The final objective was to evaluate and select the developed layouts using MCDM methods. The results indicated that the requirements for a production system can be divided into export-oriented products, which demand more resource-intensive processes, and products for domestic auction markets. Activities were categorised into two types, processing and storage, and comprised seven activities, which were analysed to develop four distinct layout designs based on differences in input-output flow, production processes, and equipment positioning. Of the criteria considered for layout selection, the highest priorities for organisational management were efficient movement and maintenance (20.03%), effective space utilisation (19.93%) and non-overlapping flow directions (16.1%). Ultimately, the third layout alternative was selected at 30.40%, as it scored the highest on movement efficiency, and featured no overlapping transfer points, optimal space allocation, and minimal waste of space.</p>Thanapong RuamsukeWichuda MingsakulNalinee Chanamool
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2025-01-082025-01-085211726Development of a tourist behavior analysis system using public Wi-Fi data to enhance smart tourism management: A case study of Sri Chiang Mai Smart City
https://ph01.tci-thaijo.org/index.php/easr/article/view/258103
<p>Sri Chiang Mai Smart City faces challenges in tourism management due to its limited understanding of tourist behavior patterns and inefficient resource management at tourist attractions. The study aims to analyze tourist movement patterns and preferences across key locations, develop a privacy-preserving data collection framework, and provide data-driven recommendations for tourism resource allocation. The system analyzes Wi-Fi data from 11 strategic locations along the Mekong River using spatial and temporal analysis techniques. Tourist data is protected with SHA-256 encryption and tokenization of MAC addresses. Analysis of over 72 million connection records from May 2022 to December 2023 revealed significant patterns in tourist behavior. Tourist numbers showed dramatic increases during cultural events, with a 127.87% increase during the Songkran festival from April 13 to 15 compared to regular days in the same month at Boeng Wiang Courtyard. Four locations consistently showed higher visitor levels: Sri Chiang Mai Community Health Park, Naga Courtyard, In front of Had Pathum Temple, and Boeng Wiang Courtyard. Temporal analysis identified peak hours between 17:00 and 21:00, especially during the Songkran and longboat racing festivals. The findings enabled data-driven decisions in tourism resource allocation, event planning, and infrastructure development. However, the study is limited to tourists who connect to public Wi-Fi, potentially excluding those using mobile data or no digital devices. Despite these limitations, the system demonstrates how smart city infrastructure can effectively support smart tourism management through privacy-preserving data collection and analysis, contributing to the development of sustainable smart tourism initiatives.</p>Thalerngsak WiangwisetChayada SurawanitkunWullapa WongsinlatamTawun RemsungnenKanda Sorn-inApirat SiritaratiwatChavis SrichanPrachya ThepparatWeerasak BunsukAekkaphan KaewchanWisut SupasaiAriya Namvong
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2025-01-142025-01-145214256Optimal boosted framework for fatigue cracking prediction in polyethylene terephthalate pavement
https://ph01.tci-thaijo.org/index.php/easr/article/view/258056
<p>Depleting natural resources for construction purposes and research needs in the field of civil engineering is becoming a dependable process. To minimize this degradation process several techniques are implemented, one such method is using software approaches in research fields. In the consideration of the former investigation works, the focus point of the works is mainly on Crack Prediction on bitumen pavements. Since the bitumen pavement undergoes repeated loading under wheel loads in static conditions during traffic, and is dynamically loaded during the movement of fast moving vehicles. The strength parameters related to the fatigue limit of the bitumen are not analysed. Hence the fatigue limit of the bitumen should also be analysed. To analyze such conditions, deep learning with standardizing features is implemented to estimate the effective Strength parameters and to forecast the essential outcomes. In this study, the Fatigue Cracking Prediction of the Polymer Modified Bitumen (PMB) of grade 40 in Polyethylene Terephthalate (PET) Pavement is carried out. The Suggested Methodology is termed as Hyena based Curriculum Learning (HbCL). It is implemented in the Accuracy Prediction of Fatigue Cracking behaviour of PET pavement at different temperatures in dynamic and static load conditions. The fitness function in the optimization was triggered initially, to determine the ideal strength parameters of the Polymer Modified Bitumen as well as the PET. The tensile strength of the proposed model is 410 KPa in dynamic loading. The compression strength of the proposed model decreases with an increase in temperature. The rutting depth of the proposed model is between 1.7728mm and 1.6870mm. The Marshall Coefficient value gained was 2.7 KN/mm as the maximum for static loading. A value of 1.77mm in maximum is achieved by fatigue crack depth under dynamical load. The mean fatigue crack prediction accuracy estimated was 96.1%.</p>Anand Prakash ChaturvediSanjeev Kumar Suman
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2024-12-132024-12-13521784799In-Vessel bioconversion of garden waste into compost with an emphasis on process efficiency and compost quality
https://ph01.tci-thaijo.org/index.php/easr/article/view/258046
<p>With the fast-growing urbanization efficient management of garden waste, whether at residential or social levels, has now become a challenge and an opportunity to enhance soil quality. Three different trials T1, T2, and T3 were executed constituting different forms of garden waste like un-shredded, shredded and shredded dry leaves with additives with varying processing conditions carried for 42 days using cylindrical In-vessel composters made up of HDPE. The composting process is scrutinized regularly at fixed intervals for all parameters like temperature, moisture, pH, electrical conductivity, germination index, C/N, micro & macronutrients etc. The temperature reached thermophilic in two trials T2 and T3. The pH reached the basic range of 8-8.5 in the final compost of all trials. The moisture was maintained up to 65% throughout the composting period. The trial 3 was the best combination among all the trials in which the variation of pH was (7.7-8.5), total organic carbon (42.2-35.6), total nitrogen (0.7-1.4), C: N ratio (60.3-25.4), cellulose (43.4-4.2), hemicellulose (10.2-0.9) and lignin (13.1-0.15) at the end of 42 days. The degradation rate of Un-shredded leaves was found to be very slow due large size of dry leaves. The findings highlighted that effective garden waste management is possible by following particular guidelines and it reduces the environmental impact of current disposal techniques and in addition, improves soil health using garden waste compost.</p>Hrishikesh ShivamDayanand SharmaTushar BansalRanjana PandeSaurabh KumarUruya Weesakul
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2025-02-102025-02-10521105111A double blade splitting machine for Cyperus sedge culms (Cyperus corymbosus Rottb.)
https://ph01.tci-thaijo.org/index.php/easr/article/view/257959
<p>Sedges are a natural material that can be made into mats and other products to replace plastic. Preparing sedge threads includes harvesting, sorting by size and color, splitting, and finally drying them. Splitting is an important step because using equipment can increase process speed. The objective of this research is to design, build, test, and evaluate the performance of a sedge-splitting machine. The main feature of this machine is its two pairs of blades, 7 mm apart, arranged in a perpendicular manner. This allows splitting the sedges into four threads while simultaneously removing the core. Five sedge clums are simultaneously processed. The machine was tested at three roller speeds, 197, 205, and 214 rpm. Its speed is not constant but varies between the lowest and highest speeds. This process was compared to one employing manual labor. The quantity of sedge threads that the machine split varied with its speed. Therefore, the machine’s overall production was estimated by averaging its output at these three speeds. It could process an average of 649.3 sedge culms/h, which is more than three times faster than the manual process, 195.4 culms/h. This research also studied the effect of culm moisture content on the machine’s operating capacity. It was found that moisture content had no effect on the working rate of either the machine or the manual process. However, it did affect the machine’s efficiency. Processing freshly cut culms enabled the highest efficiency, 90%. However, the manual process showed an average 98% efficiency when the culms had a moisture content between 84-90%.</p>Sirorat PilawutSirithon KisalungArtit Yangyuen
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2025-01-242025-01-245215765Europium-doped soda lime borosilicate glass from agricultural wastes: Physical, structural, and optical properties
https://ph01.tci-thaijo.org/index.php/easr/article/view/257904
<p>Wheat husks and eggshells, while often regarded as waste, are available in millions of tons. Despite their status as by-products, these materials possess significant potential for various applications. Thus, this study explores the possibility of agricultural waste as a source of bio-silicate materials for glass production. Bio-silicate was extracted from leached wheat husks, and lime was obtained from eggshells. Europium-doped soda-lime borosilicate glasses were fabricated using the melt-quenching method having a chemical composition of 30Na<sub>2</sub>O-(40-x)B<sub>2</sub>O<sub>3</sub>-20SiO<sub>2</sub>-10CaO-xEu<sub>2</sub>O<sub>3</sub> wherein x varied from 0.01 to 0.05 mol%. Chemical oxide compositions of wheat husk ash (88.64% SiO₂) and calcined eggshell (91.30% CaO) were determined using X-ray fluorescence (XRF). Functional groups were confirmed by Fourier transform infrared (FTIR) spectroscopy. It was confirmed by X-ray diffraction (XRD) that the glasses were amorphous. The glasses exhibited 2.61 to 3.03 g/cm³ densities and molar volumes of 10.91 to 14.37 cm³, increasing with higher europium doping levels, indicating a denser glass network. Optical features were characterised using Ultraviolet-visible (UV-Vis) spectroscopy, revealing direct band gaps ranging from 3.55 to 4.90 eV and indirect band gaps from 0.40 to 1.99 eV. Glasses doped with 0.05 mol fraction Eu₃⁺ showed the highest density, molar volume, and Urbach energy, suggesting suitability for UV-absorbing materials and high-energy photonic devices. Due to their unique emission properties under various excitation wavelengths and adaptable optical band gaps, the europium-doped borosilicate glasses derived from agricultural waste are useful in optical devices such as white LEDs.</p>Serifat O. AdeleyeAdekunle A. AdelekePetrus NzeremAdebayo I. OloshoEsther N. Anosike-FrancisWaliyi A. AdelekeAbdulkarim M. HamzaPrabhu Paramasivam
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2025-03-132025-03-13521174187Towards the decarbonization of residential buildings through roof External Thermal Insulation (ETI) in arid zones: A case study
https://ph01.tci-thaijo.org/index.php/easr/article/view/257861
<p>The objective of this article is to present a range of effective thermal insulation techniques for flat roofs, based on natural insulating materials, in order to reduce excessive energy consumption used for heating and air conditioning, improve the thermal comfort of occupants, reduce the high costs associated with energy bills, and minimize the emissions of harmful CO<sub>2</sub> gas from buildings. In this context, the methodology followed involves studying an existing residential apartment located in an arid region. To do this, three combinations of external thermal insulation systems (ETI) have been proposed: a hot roof system, an inverted roof system, and a combined roof system, supported by a numerical simulation carried out with natural-based thermal insulation systems (wood fiber and expanded cork). Subsequently, an economic study was conducted for all the tested systems. The numerical results obtained show that the combined roof thermal insulation system, with double insulation using wood fiber (3 cm) and expanded cork (4 cm), is the optimal solution, yielding savings of 7736.83 DZD per year. Additionally, the reduction in energy consumption (kWh/m². year) and CO<sub>2</sub> carbon emissions (kg/year) were approximately 52.34% and 40.65% respectively.</p>Imane BenoudjaferSlimane ZiadIbtissam Benoudjafer
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2024-11-182024-11-18521727738The improvement of germination method for producing the germinated brown rice using a water spraying system with a revolved sieve
https://ph01.tci-thaijo.org/index.php/easr/article/view/257808
<p>Water soaking is an important method in germinated brown rice (GBR) production that causes fermentation, leading to an unpleasant smell of GBR. In this research, a water spraying system with a revolved sieve is applied to produce the GBR. The increased speed and time of spray break led to higher moisture content and water absorption. The spray break of 30 min and revolved speed of 15 rpm provided the shortest time to obtain the paddy with a moisture content of 30% (w.b.). The incubation pattern with a revolved sieve and water spray provided the shortest incubation time for 90% germination. When producing the GBR with a water spraying system with a revolved sieve (GBR-WSSRS), it had a lower number of microorganisms compared to the GBR with a water soaking (GBR-WS), leading to higher scores of overall acceptability. However, the GBR-WSSRS had a lower GABA content than the GBR-WS.</p>Thatchapol ChungcharoenSansanee SansiribhanRonnachart MunsinKittisak PhetpanSurasak FonghiransiriWarunee Limmun
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2024-11-192024-11-19521739746Evaluation of coal pond ash and quarry dust mix for pavement application
https://ph01.tci-thaijo.org/index.php/easr/article/view/257731
<p>The depletion of high-quality natural resources such as soils and aggregates emphasize the necessity of incorporating alternative sustainable materials in road construction. Utilizing these waste materials not only addresses the challenge of their safe disposal but also contributes to sustainable road infrastructure development. The present work examined the potential of coal pond ash (Class F) modified with cementitious material like lime (L) and quarry dust (Q) in the subbase layer of flexible pavements. Through a series of tests including compaction, unconfined compression strength, durability assessment, and repeated load triaxial testing, it was determined that a mixture containing lime modified pond ash (70% P + 10% L) along with quarry dust of 20% exhibited the desired strength and durability characteristics required for subbase material in flexible pavement construction. Also, the proposed mixture demonstrated higher resilient modulus (M<sub>R</sub>) than the traditional subbase layer (GSB). Further, the performance of pavement structure with the proposed mix by using KENLAYER analysis showed service life ratio (SLR) values of 1.175 for fatigue and 1.143 for rutting criteria in compared with GSB. From these findings it is suggested that the proposed mix offers a viable and sustainable solution for the road applications.</p>Sudhakar MogiliHeeralal MudavathChitti Babu KapugantiNawin Kumar Goray
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2024-12-022024-12-02521756763Mineralogical-based rock abrasivity assessment of siliciclastic and carbonate rocks observed in Mae Moh District, northern Thailand
https://ph01.tci-thaijo.org/index.php/easr/article/view/257675
<p>Understanding a target rock's characteristics and tool wear behaviors after cutting that rock significantly leads to appropriate tool selections and reliable tool lifetime prediction for ground excavation or drilling activities in mining and construction industries. Rock abrasivity is defined as the ability of rocks to cause damage to cutting tools. There are several methods for investigating the abrasivity of rocks ranging from micro-scale geotechnical approaches to real-scale in-situ tests. Applying mineralogical analysis to the rock abrasivity assessment methods for the tool wear prediction is lacking in detail, despite its simplicity, effectiveness, and affordability. This study preliminarily tests the abrasivity of four stratigraphic sedimentary units hosted in the Mae Moh Basin, northern Thailand, by investigating a rock abrasivity index (RAI). The method involves microscopic petrographic analysis, equivalent quartz content (EQC) determination, and the uniaxial compressive strength (UCS) tests. The RAI of each representative rock unit is a product of its EQC and UCS. The petrographic results reveal that the rock samples are sandstones and limestones. The sandstones can be divided into two subtypes including sublithic and lithic arenites with the EQC of 90.3% and 43.3%, respectively. The limestones, on the other hand, show the opposite values of below 3%. The UCS results suggest that the strengths of sandstones are higher than limestones. Additionally, the lithic-rich sandstone shows the highest UCS value (92.2 MPa). The calculated RAI of sandstones ranges from 39.9 to 72.5, indicating medium-to-very abrasive materials, whereas the limestones show RAI values of less than 2, indicating non-abrasive rocks. Determination of rock abrasivity using its mechanical and mineralogical properties appears to be a practical method for drilling or excavation strategies.</p>Nat SetteetornTadsuda Taksavasu
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2024-12-132024-12-13521800809Effect of steel slag and ceramic residues on the physical and mechanical properties of concrete
https://ph01.tci-thaijo.org/index.php/easr/article/view/257663
<p>Cement is a critical component in concrete, but it significantly impacts the environment from extraction to disposal, depleting resources and generating pollution. To address this issue, the use of steel slag (SS) and ceramic waste powder (CWP) was investigated as partial replacements for cement at 8%, 10%, 12%, and 15% by weight. Various mixtures were evaluated, including a control mix with a water-to-cement (w/c) ratio of 0.52, mixtures containing SS, and an optimal blend of SS with different proportions of CWP. Physical and mechanical properties were assessed through slump tests, temperature measurements, air content, and density evaluations. Compressive strength, flexural strength, tensile strength, and modulus of elasticity were also analyzed at 7, 14, and 28 days using standardized cylindrical and prismatic specimens. The results indicated a reduction in slump and temperature of the concrete by up to 45.87% and 9.10%, respectively, with a slight increase in density and air content when incorporating 10% SS and 15% CWP. In terms of mechanical properties, the optimal substitution of 10% SS improved compressive strength by 7.39%, modulus of elasticity by 13.06%, flexural strength by 8.22%, and tensile strength by 14.10% compared to the control mix. The hybrid mix of SS and CWP (10%:10%) showed significant enhancements: compressive strength increased by 17.12%, flexural strength by 19.25%, tensile strength by 26.28%, and modulus of elasticity by 21.21%. It was concluded that substituting 10% SS and 10% CWP by weight of cement enhances the mechanical properties of concrete, promoting efficiency and sustainability in environmentally friendly construction. This hybrid concrete can be effectively used in pavements, sports floors, sidewalks, and curbs.</p>David Olivert Chapoñan MondragónLeonardo Gálvez IrigoinSócrates Pedro Muñoz PérezNéstor Raúl Salinas VásquezJuan Martín García ChumaceroElver Sánchez DiazCarlos Eduardo Ramos BrastEdwin Adolfo Diaz Ortiz
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2024-11-132024-11-13521716726Influence of rice husk and cabuya fiber on the physical and mechanical properties of adobe
https://ph01.tci-thaijo.org/index.php/easr/article/view/257623
<p>Adobe is one of the most widely used materials in housing construction around the world due to its low cost and ease of preparation. However, one of its main disadvantages is its low compressive and flexural strength. This research aims to study the influence of rice husk (RH) and cabuya fibers (CF) on the physical and mechanical properties of adobe. RH, a by-product available in rice-producing countries, offers environmental and economic benefits, while CF are natural fibers obtained from the leaves of plants of the Agave family. Their incorporation in adobe mixes helps prevent cracks and improves the durability of the final product. The methodology used considered proportions of 0.75%, 5%, 10% and 20% of RH and 0.5%, 1%, 1.5% and 2% of CF per weight of dry soil. The results indicated that the optimum content was 0.75% RH combined with 2% CF, where properties such as absorption and unit weight were reduced, while compressive, flexural, stacking and tensile strength increased by 52.31%, 22.49%, 52.64% and 50.48%, respectively, compared to the standard adobe. Concluding that RH and CF are viable as reinforcements in adobe production, supporting the feasibility of using these combinations as an effective strategy to strengthen adobe structures.</p>Danilo Servando Carrasco PachecoEnrique Martín Correa BarbozaSócrates Pedro Muñoz PérezJuan Martín García ChumaceroElver Sánchez DiazCarlos Arturo Damiani LazoJuan De Dios Malpartida IturreguiNestor Raúl Salinas VasquezAna Paula Bernal Izquierdo
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2025-02-132025-02-13521112124An integration of multi-objective goal programming and linear assignment models based on grey relational analysis for the collaborative robot assignment problem in Human-Robot Collaboration (HRC): An application of industry 5.0
https://ph01.tci-thaijo.org/index.php/easr/article/view/257621
<p>This research presents a novel two-step assignment method for forming cobot workstations to facilitate collaboration between humans and cobots, in alignment with the Industry 5.0 concept. The method is based on Grey Relational Analysis (GRA) to address limitations in existing cobot task allocation approaches, which typically focus on single-objective optimization. The first step involves a lexicographic goal programming model with dual objectives, optimizing cobot-job and job-cobot assignments. These objectives aim to maximize the mean of the total grey relational grade for both assignments, resulting in optimal cobot-job pairings. In the second step, the integrated GRA assignment model determines the appropriate worker for each cobot set. An illustrative example and comparative analysis demonstrate the advantages of the proposed method over traditional approaches.</p>Marrisa KimapornWuttinan Nunkaew
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2025-02-072025-02-0752190104Briquettes fuel production from sugarcane bagasse for sustainable community energy solutions
https://ph01.tci-thaijo.org/index.php/easr/article/view/257521
<p>The objective of this study is to determine optimum conditions for producing briquettes fuel from biomass, examine the properties of the resulting briquette fuel and transfer the technology to target communities. The production process entails implementing a screw-type briquette press equipped with controlled temperatures through a molded pipe clamp electric heater for shaping the briquettes. This is an innovative approach that allows briquettes to be produced and ready for use in a single step, while other processes require the briquettes to be dried first. The production capacity was estimated to be 12 kg/hr. Bagasse, a byproduct of sugarcane processing, was the biomass used in the current research. For this study, four distinct temperatures were chosen for experimentation, 100, 110, 120, and 130°C. The proportions of bagasse, cassava flour, and water were investigated for briquette production utilizing two formulae: 1 kg bagasse to 0.1 kg cassava flour and 0.5 liters water, and 1 kg bagasse to 0.3 kg cassava flour and 0.5 liters water. The findings indicated that bagasse briquettes could be effectively manufactured at 120°C. The ideal proportion of bagasse particles, cassava starch, and water was 1 kg : 0.3 kg : 0.5 liters, respectively. The moisture content, volatile matter, ash, and fixed carbon were respectively 8.04, 70.20, 13.05, and 16.11 wt.% on a dry basis, based on the physical and chemical property tests of the briquette fuel. The material has a density of approximately 856.70 kg/m<sup>3</sup>, a compressive strength of 89.34 kg/cm<sup>2</sup>, and a higher heat value (HHV) of 24.05 MJ/kg, with a longer burning time than regular charcoal. The research emphasizes using bagasse for innovative renewable energy production technologies and disseminating this technology in target communities in Thailand.</p>Suntorn SuttibakAnocha ChaowuthaiChayarnon SaengmaneeAthika Chuntanapum
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2024-10-012024-10-01521661672Integrated neural network-based MPPT and ant colony optimization-tuned PI bidirectional charger-controller for PV-powered motor-pump system
https://ph01.tci-thaijo.org/index.php/easr/article/view/257427
<p>This study presents the design and implementation of an efficient off-grid photovoltaic (PV)-powered motor-pump system utilizing a two-stage power converter. The system integrates a neural network-based maximum power point tracking (MPPT-NN) algorithm with a proportional integral (PI) controller and an additional bidirectional PI charger. Controller gains are optimized using ant colony optimization (ACO) to achieve optimal performance. The proposed MPPT-NN-PI/ACO controller enhances control responses and improves energy utilization efficiency by 17% compared to traditional PI controller. Performance comparisons of MPPT techniques demonstrates that the proposed controller outperforms several existing methods, including commercial on-off controllers, the modified Perturb & Observe algorithm, and neural network-based controllers, by approximately 4%–20%. It shows a slightly different performance of about 1%–6% compared to advanced adaptive controllers, including fuzzy logic and neuro-fuzzy controllers. For bidirectional charger performance, the DC bus voltage connecting the boost converter and bidirectional converter remains stable with small ripples and is well-aligned with the reference voltage, ensuring uninterrupted operation under varying weather conditions. The bidirectional charge management effectively maintains battery state-of-charge (SOC), showing a decline during periods of insufficient PV energy and achieving full charging during periods of excess PV energy. System performance is validated through both simulation and laboratory-scale prototyping, ensuring robust operation.</p>Rati Wongsathan
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2024-09-042024-09-04521605617Evaluation of the Highway Capacity Manual (HCM) and Thailand’s Department of Highways’ approaches to estimating the capacity of a multilane highway segment via the empirical method
https://ph01.tci-thaijo.org/index.php/easr/article/view/257425
<p>This study aims to evaluate the methods used by the Thailand Department of Highways (DOH) and the Highway Capacity Manual (HCM 2010 and HCM 2016) for estimating the capacity of an urban multilane highway segment in Thailand, by comparing these estimates with the empirical capacity derived from a speed-flow plot. Field data were collected from a six-lane urban highway segment in Thailand, followed by documentation of the roadway conditions and analysis of vehicle composition. Capacity estimates were calculated using the DOH and HCM methods prior to comparing them to the empirically measured capacity. The results showed that the empirical capacity was 1,619 pc/h/ln. The capacities estimated using the HCM 2010 and HCM 2016 methods were 34.8% and 35.3% greater than the empirically measured capacity, respectively, while the capacity estimated using the DOH method was 14.1% lower than the measured capacity. These findings indicate significant discrepancies in the estimates produced by the three models, when applied to the multilane highways segment. Given that the DOH model has not been updated in over two decades, this study concludes that its accuracy in capacity estimation may be compromised by evolving factors, such as driver behavior, traffic flow characteristics, vehicle types, and vehicle performance. Moreover, the DOH method's omission of variables (including access point density, median type, and terrain type) may further affect its accuracy. Similarly, since HCM 2010 and HCM 2016 are tailored to the United States, using both models to estimate the capacity of the multilane highway segment of interest may lead to errors due to differences in driver behaviors between Thai and American drivers, distinct traffic flow characteristics, the model’s omission of the percentage of motorcycles, and the overestimation of speed at capacity on the highway segment.</p>Punyaanek SrisurinChisanu Amprayn
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2024-11-262024-11-26521747755Effects of spray drying chicken feather keratin with Arabic gum encapsulation for nutrient supplementation
https://ph01.tci-thaijo.org/index.php/easr/article/view/257155
<p>Keratin has always been a topic of interest as a novel protein source in human nutrition, consistent with waste-to-wealth initiatives. Hydrolyzed chicken feather keratin is spray-dried to facilitate storage, transportation, and development into dietary supplements. High-heat drying, however, may affect the quality and function of this bioactive compound. The objective of this research is, thus, to determine the suitable spray-drying parameters involving inlet temperature (70 – 190 °C), feed flow rate (3 – 9 ml/min), and concentration of Arabic gum (AG) (0 – 5%w/v) for the encapsulation of hydrolyzed chicken feather keratin as a nutrient supplement. The effects of the spray-drying on powder yield, moisture content, flowability, and total protein content were investigated. Fourier Transform Infrared Spectroscopy (FTIR) determined the presence of functional groups, while Scanning Electron Microscope (SEM) investigated the powder morphology. High Performance Liquid Chromatography (HPLC) was also conducted to obtain amino acid profiling of the powder. Then, capsule quality control tests were done to ensure compliance with industrial standards. Good powder quality was obtained from the parameters of inlet temperature 190 ± 5°C, feed flow rate of 3 ml/min and AG concentration of 2.50% since it showed high yield of 81.88%, moisture content of 3.74% (<5%), flowability with AOR 43.70° (<50°), high (minimal lost) total protein content of 0.7168 g protein/g solid. The keratin functional groups remain distinguishable through FTIR with AG encapsulation. SEM showed spherical and intact structures, which suggests high integrity of encapsulating materials. Amino acid profiling confirmed the presence of essential and non-essential amino acids, which are important as building blocks of proteins in the body. The product met all capsule quality control standards according to National Pharmaceutical Regulatory Agency of Malaysia (NPRA) and United States Pharmacopeia (USP). This result showed that spray-drying hydrolyzed keratin in the presence of AG would retain its function and powder quality.</p>Vanessa AlbertoGek Kee Chua
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2024-11-072024-11-07521680693Security enhancement of decentralized healthcare system by transformer blockchain mechanism
https://ph01.tci-thaijo.org/index.php/easr/article/view/256860
<p>Medical data plays an essential role in diagnosing diseases and planning therapeutic. However, securing these data is a very critical function in the healthcare system. Some of the traditional Encryption and decryption mechanisms have resulted in a loss of sensitive medical information. In addition, maintaining the confidential score of the medical information is a much more needed and essential task. Considering these cases, the healthcare application was adopted in this present study. Therefore, to enhance security, a novel Transformer Neural Data Encryption Blockchain (TNDEB) has been proposed in this research. The IoMT database was initially collected and trained to detect and eliminate malicious events. Further, the hashing and encryption process has been carried out to secure the data. Moreover, to check the data similarity, the homomorphism function was performed at the verification module, and the verified data was decrypted using the shared private key. The chief contribution of this study is to keep medical information confidential with the support of the holomorphic concept. Additionally, the cryptanalysis was carried out by launching the brute force attack to compute the performance efficiency of the TNDEB model. Subsequently, the validated performance results are compared with existing models. The decrypt and encrypt time achieved by the TNDEB model is 1.260ms and 1.010ms, respectively. In addition, the gained confidential score is 98.8%. Hence, the proposed model is highly suitable for the IMoT application to secure the information at a high confidential rate.</p>Akanksha GoelSubbu Neduncheliyan
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2024-12-042024-12-04521772783