Suranaree Journal of Science and Technology https://ph04.tci-thaijo.org/index.php/SUJST <p>The journal aims to provide a medium for the dissemination of advances in engineering, science, agricultural technology, medicine and public health, and related technology. All contributions that have not been published in other journals, reports, proceedings or other types of publications are welcomed. Contributions are accepted only in English and may be research papers, short communications, or review articles. </p> <p>Continuing efforts have been made by the editorial board members to maintain the high quality of the journal by single-blind peer-review in careful and fair manner. A special attention has been focused therefore on the novelty and readers' benefit together with practical applicability if necessary. All the accepted manuscripts are edited by a specialist who is a native and professionally-educated English speaker.</p> Institute of Research and Development en-US Suranaree Journal of Science and Technology 0858-849X THE DEVELOPMENT OF SM3+ DOPED BARIUM TITANIUM BISMUTH BORATE GLASS FOR ORANGE EMISSION MATERIAL APPLICATION https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9509 <p><strong>Sm<sup>3+</sup></strong><strong>–</strong><strong>doped borate glasses were synthesized using the melt</strong><strong>–</strong><strong>quenching method, and luminescence characteristics were systematically investigated. Initially, the glass composition was modified by varying the Bi<sub>2</sub>O<sub>3</sub> content while maintaining the Sm<sup>3+</sup> concentration at 1.00 mol%. Optical absorption measurements revealed that BiBaTB1Sm glasses exhibited a prominent peak at 401 nm in the visible region, which was selected as the excitation wavelength for photoluminescence analysis. The emission spectra demonstrated a maximum intensity at 598 nm under 401 nm excitation. Notably, the glass sample without Bi<sub>2</sub>O<sub>3 </sub>showed stronger emission compared to the Bi<sub>2</sub>O<sub>3</sub></strong><strong>-</strong><strong>doped counterparts. In a separate study, the Sm<sup>3+</sup> concentration was varied (0.0, 0.1, 0.5, 1.0, and 2.0 mol%) to examine its effect on luminescence properties. luminescence intensity enhanced as the Sm content increased to 0.5 mol% before decreasing at higher concentrations due to the concentration quenching effect. Additionally, fluorescence decay time measurements indicated a reduction in lifetime with increasing Sm<sup>3+</sup> content, attributed to energy transfer via cross</strong><strong>-</strong><strong>relaxation mechanisms. The CIE diagram confirmed that Sm<sub>2</sub>O<sub>3</sub></strong><strong>-</strong><strong>doped glass emitted orange light. These findings suggest that Sm<sup>3+</sup></strong><strong>-</strong><strong>doped borate glasses hold promise for applications in orange</strong><strong>-</strong><strong>emitting photonic devices.</strong></p> Nawarut Jarucha Yotsakit Ruangtaweep ‪Piyachat Meejitpaisan Hong Joo Kim Thanapong Sareein Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-25 2025-04-25 32 2 030251(1 7) 10.55766/sujst9509 ISOLATION AND SCREENING OF PHOSPHATE AND POTASH SOLUBILIZING BACTERIA FROM RHIZOSPHERE SOIL OF MAIZE AND COTTON https://ph04.tci-thaijo.org/index.php/SUJST/article/view/3933 <p>The availability of soil fertility and growth of plants mainly depends on the interaction of microorganisms with soil nutrients. However, Phosphorus and potassium are indeed essential nutrients for plant growth, but they are often present in the soil as insoluble forms. A microorganism plays a critical role in nutrient mobilization, hence reducing the reliance on chemical fertilizers. The objective of this research is to isolate and screen Phosphate-Solubilizing Bacteria (PSB) and Potash-Solubilizing Bacteria (KSB) from the rhizospheric soil of maize (Zea mays) and cotton (Gossypium herbaceum). 38 different colonies of distinct bacteria were isolated and then screened using Pikovskaya’s agar and Aleksandrow’s agar. Through morphological identification and biochemical characterization, there were 14 isolates with the same morphology as well as 24 unique isolates. Out of them, 12 strains could solubilize phosphate, 10 could dissolve potassium, and 8 could perform both activities simultaneously. The two highest isolates for phosphate-solubilizing efficiency and the three best for potassium dissolution were found by measuring zones of solubilization on agar plates. Those isolates were characterized based on their 16S r RNA sequencing. This research clearly indicates that soil microorganisms play an important role in the availability of nutrients to plates, and provides a way for this dependence on chemical fertilizers to decrease.</p> Alish Kiruba Victoriya Sasidharan Satheesh Kumar Shubhiksha Rajesh Deepika Muthusamy Sabari Rani Ganesh Moorthy Kishore Devendran Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-29 2025-04-29 32 2 020035(1 13) 10.55766/sujst3933 COMPUTATIONAL INVESTIGATION ON ALPHA, PROTON, NEUTRON, AND GAMMA-RAY INTERACTION OF LaCl3:Yb CRYSTAL https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9673 <p>This study investigated the interaction of alpha, proton, neutron, and gamma with LaCl<sub>3</sub>:Yb crystal. These interaction of the LaCl<sub>3</sub>:Yb crystal were calculated by approaches using TRIM/SRIM code, WinXCom program and Monte Carlo simulation. The parameters, including the total atomic cross-section ( ), effective atomic number (Z<sub>eff</sub>), effective electron density (N<sub>eff</sub>), half-value layer (HVL), mean free path (MFP), total mass stopping power (TMSP) and projected range (PR) are shown graphically with energy function. The simulation results show that the photon interaction parameters obtained by FLUKA and WinXCom programs are in good agreement. The results revealed that the variation of these parameters was changed with energy. The obtained results suggest using these crystal samples for various photon charged particle and neutron detection applications.</p> Supakit Yonphan Chalermpon Mutuwong Wuttichai Chaiphaksa Natthakridta Chanthima Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-30 2025-04-30 32 2 030280 030280 10.55766/sujst9673 OPTICAL PROPERTIES IMPROVEMENT OF STEEL SLAG GLASS AND THEIR IONIZING RADIATION AND NEUTRON SHIELDING PROPERTIES https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9262 <p>In this research, steel slag glass (SSG) system in formula (70-x)steel slag: 20Na<sub>2</sub>O: 10CaO: xB<sub>2</sub>O<sub>3</sub> where x = 0, 10, 20, 30, 40, and 50 w% were prepared by using conventional melt quenching method at 1,200°C and investigated physical, optical, ionizing radiation (uncharged and charged particles) and neutron shielding properties. Experimental on shielding properties of uncharged particles (g-rays) were carried out with <sup>22</sup>Ba, <sup>137</sup>Cs and <sup>60</sup>Co sources at photon energies from 80-1332 keV while theoretical calculations were carried out with the WinXCom program. The results of g-rays shielding for both processes are good agreements and the 70steel slag: 20Na<sub>2</sub>O: 10CaO glass sample is excellent shielding compared with in glass system. In addition, all glass samples are better g-rays shielding compared to some standard shielding materials. While charged particles (proton: H<sup>+</sup>, alpha particles: He<sup>2+</sup>) shielding properties of the SSG system have been evaluated using the SRIM program while electron particles were using the ESTAR program. The results found that mass stopping power (MSP) and project range (PR) of proton and alpha particles while electron total stopping power (TSP) and Continues Slowing Down Approximation (CSDA) for 70steel slag: 20Na<sub>2</sub>O: 10CaO glass sample was excellent charged particles shielding glass. Also, SSG’s fast and thermal neutron shielding have been evaluated and discussed. The results indicated that the SSG system had the potential to develop transparent and Pb-free shielding material.</p> Kittisak Sriwongsa Punsak Glumglomchit Ruangkao Ardmad Aphirachaya Kaewkoed Weeraya Lakkaew Sunantasak Ravangvong Wuttichai Chaiphaksa Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-05-02 2025-05-02 32 2 030276(1 10) 10.55766/sujst9262 STUDY ON CONSISTENCY AND DENSITY OF TITANIUM DIOXIDE AND TUNGSTEN TRIOXIDE COATINGS ON CONDUCTIVE GLASS FROM DIPPING PROCESS AFFECTING LIGHT ABSORPTION AND TRANSMISSION https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9583 <p>Light property is a crucial factor in photovoltaic power generation. Therefore, the study of light absorption and transmission of materials is important for developing of solar cell coating material. Titanium dioxide (TiO<sub>2</sub>) and tungsten trioxide (WO<sub>3</sub>) are the important candidates for use as the solar cell coating material. Because TiO<sub>2</sub> and WO<sub>3</sub> have a narrow energy band gap and have photocatalytic properties which are the essential properties for the solar cell application. The aim of this work is to investigate the light absorbance ability of the TiO<sub>2</sub> and WO<sub>3</sub> coating layer. The gel of TiO<sub>2</sub> and WO<sub>3</sub> was synthesized by the sol-gel method. The synthesized gel of TiO<sub>2</sub> and WO<sub>3</sub> was coated on the conductive glass (FTO) by using the dip-coating technique. The light absorbance of the coated surface was examined by the UV-Visible Spectrophotometer technique (UV-Vis). The surface of coating homogeneity and the coating density were evaluated by 3D imaging which was investigated by 3D reconstruction of the samples by Synchrotron X-ray tomographic microscopy (SR-XTM) technique. The results show the light absorption ability of the conductive glass coated by WO<sub>3</sub> is higher than that of TiO<sub>2</sub>. However, the coating homogeneity and the coating density of the WO<sub>3</sub> coated layer are lower than that of the TiO<sub>2</sub> coated layer. The unevenness of the WO<sub>3</sub> coated layer is the cause of non-uniform light absorption. The homogeneity of the coating layer is decreased with increasing the coating layer number because the coating is unevenly distributed resulting in some areas are denser than others. From all the experimental results, it is concluded that even the TiO<sub>2</sub> coated layer has a tendency to increase the absorbance less than WO<sub>3</sub> coated layer, but it is acceptable considering of uniformity coated layer. Consequently, TiO<sub>2</sub> is suitable for applying to solar cells because of its increasing of absorbance capacity and reducing of light reflection.</p> Anurat Poowancum Kraiwut Rukkachat Phakkhananan Pakawanit Chatchai Ponchio Sakhob Khumkoa Siriwan Chokkha Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-25 2025-04-25 32 2 030279 030279 10.55766/sujst9583 A REFINED PSO BASED APPROACH TO MPPT FOR STAND ALONE PV SYSTEM https://ph04.tci-thaijo.org/index.php/SUJST/article/view/5755 <p>This paper presents a control method that plays an important role in ensuring that power output aligns with maximum capacity. Many tracking algorithms are required for this application. Incremental conductance is used often, particularly with more difficult calculations. This paper introduces a new improved particle swarm optimisation (IPSO-based) MPPT technique for photovoltaic systems. This original approach, which used a stepwise approach to assign values to the weighting factors and cognitive and social parameters, has been modified. The MPPT control scheme proposed intends to fix the IPSO-based MPPT algorithm’s inherent flaw, as well as bring about a reduction in the variances. It’s capable of finding and identifying the maximum power point under nonuniform insolation.The Photovoltaic Systematic Process is simulated using the Simulink programme along with various control schemes. After this simulation, the results are compared to the conventional incremental conductance technique. To test the validity of previously studied methods, the previous research is used. The resulting MPPT maximisation is extraordinary when insolation and temperature change has affected a portrait. This is proof that using the intended method results in the best possible outcome.</p> Sampurna Panda Babita Panda Rakesh Kumar Dhaka Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-28 2025-04-28 32 2 010358(1 10) 10.55766/sujst5755 EFFECT OF FIRING TEMPERATURES ON THE PHASE STRUCTURE AND ELECTRICAL PROPERTIES OF BNT-BT-0.1NT CERAMICS SYNTHESIZED VIA THE SOLID-STATE COMBUSTION TECHNIQUE https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9454 <p>Lead-free ceramic materials of 0.9(0.92Bi<sub>0.5</sub>Na<sub>0.5</sub>TiO<sub>3</sub>-0.08BaTiO<sub>3</sub>)-0.1NaTaO<sub>3</sub> or BNT-BT-0.1NT were obtained using glycine as fuel by a solid-state combustion process. The significance of heat treatment conditions, including calcination at 600-800°C for 2 h and sintering at 1075-1175°C for 2 h, on the structure of the phase, microstructure, electrical and energy-storage properties of BNT-BT-0.1NT ceramics were performed. The perovskite phase was presented for all powder samples. BNT-BT-0.1NT powders calcined at the temperature of 750°C for 2 h showed a 100% pure perovskite phase. The particles morphology exhibited spherical shapes with a wide distribution. As the calcination temperature increased, the average particle size grew from 340 <em>n</em>m to 370 <em>n</em>m. Rietveld refinement confirmed that the BNT-BT-0.1NT ceramics possessed a uniform ABO<sub>3</sub> structure with cohabiting of rhombohedral (<em>R</em>), tetragonal (<em>T</em>), and cubic (<em>C</em>) phases. With a rise in sintering temperature, the average grain size expanded from 0.85 <em>µ</em>m to 2.66 <em>µ</em>m, while the remnant polarization (<em>P</em><sub>r</sub>) and coercive field (<em>E</em><sub>c</sub>) decreased. The samples sintered at 1150<sup>o</sup>C for 2 h, the ceramic highlighted the highest dielectric constant (<em>e</em><sub>max</sub> ~ 1827), high density of 5.83 g/cm<sup>3</sup>. Under an applied electric field of 70 <em>k</em>V/cm, the maximum energy storage density reached 0.71 J/cm<sup>3</sup>.</p> Bhoowadol Thatawong Kanyanut Tagerd Naratip Vittayakorn Thanya Udeye Theerachai Bongkarn Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-18 2025-04-18 32 2 030263 030263 10.55766/sujst9454 THE ANALYSIS OF X/GAMMA-RAYS AND THERMAL NEUTRONS SHIELDING AND ELASTIC MODULI PROPERTIES OF BARIUM VANADIUM ZINC BORATE GLASS SERIES https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9585 <p>The barium vanadium zinc borate glass series in compositions xBaO: 30V<sub>2</sub>O<sub>3</sub>: 10ZnO: (60–x)B<sub>2</sub>O<sub>3</sub> (where x = 0, 10, 20, 30, 40 and 50 mol%) have been simulated and analyzed on their X/gamma-rays shielding and elastic moduli properties. The X/gamma-rays and thermal neutrons shielding properties were simulated using the FLUKA Monte Carlo code. The results of gamma-rays shielding were compared with the results from WinXCom. The Makishima-Makinzie model was used to determine the elastic moduli properties of the glass series. The results found that the increasing BaO concentration by replacing B<sub>2</sub>O<sub>3</sub> which causes the density to increase and improved X/gamma-rays shielding properties. Whereas the result for thermal neutrons shielding and elastic moduli properties decreased with increasing BaO content. The results of this study are useful in enhancing the efficiency of materials for shielding X/gamma-rays.&nbsp;</p> Sunantasak Ravangvong Punsak Glumglomchit Chaiyasit Kasorn Punyaporn Namdech Mathawin Pumsuwan Chumphon Khobkham Kittisak Sriwongsa Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-25 2025-04-25 32 2 030282 030282 10.55766/sujst9585 IMPROVING SAFETY AT SHARP CURVES: A DYNAMIC STRATEGY FOR MIXED TRAFFIC CONDITIONS https://ph04.tci-thaijo.org/index.php/SUJST/article/view/6337 <p>Sharp curves are particularly hazardous due to narrow, poorly maintained roads and limited visibility. Drivers in heterogeneous traffic often engage in risky behaviors, such as overtaking or speeding, which exacerbates these dangers. Traditional collision prevention methods, including convex mirrors, sensor-based systems, and headlights, offer limited effectiveness. Modern transportation systems increasingly rely on advanced in-vehicle and in-road technologies for enhanced safety. A user perception survey was conducted to evaluate the acceptance of a new driving assistance system over conventional methods. The YOLOv5 machine learning algorithm was employed to detect vehicles from video data, identifying patterns and distinguishing them from the background. The proposed curve collision warning system uses cameras and signal boards to detect when a vehicle is approaching a curve too quickly, issuing a visual warning to prompt corrective action. The system demonstrated accuracy and precision above acceptable limits, highlighting its potential to prevent accidents and save lives by providing real-time collision avoidance.</p> Athira Prasanna Ramachandran Kavitha Madhu Mekha Mohan Sikhin Vellangot Choi Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-28 2025-04-28 32 2 010354(1 11) 10.55766/sujst6337 DEVELOPMENT OF GLAZE CONTAINING Eu3+ IONS FOR THE LUMINESCENT ARTWORK APPLICATION https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9456 <p>In this work, the luminescent properties of opaque glaze sample containing Eu3+ ions were investigated. The results revealed that the major chemical composition consisted of SiO2 and Eu2O3 which corresponds to the XRD spectrum of glaze sample. The reflectance spectra exhibit photon absorbing of Eu3+ ions in the visible to near-infrared regions at 395, 465, 534, 2048, and 2191 nm. The luminescence spectra in the visible region, under the 395 nm excitation wavelength exhibited emissions at 578 nm (5D0 → 7F0), 593 nm (5D0 → 7F1), 611 nm (5D0 → 7F2), 651 nm (5D0 → 7F3) and 703 nm (5D0 → 7F4). The decay time for the 7F2 level of Eu3+ ions was also analyzed. Additionally, the CIE 1931 chromaticity diagram investigation found that the luminescence falls within the red-orange color region.</p> Suebpong Powthai Yotsakit Ruangtaweep Nawarut Jarucha Jakrapong Kaewkhao Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-18 2025-04-18 32 2 030258 030258 10.55766/sujst9456 THE TREATMENT PROCESS OF BIOMASS ASH TO UTILIZED IN CRYSTAL GLASS MATERIAL https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9586 <p>This work aimed to synthesize the crystals of glass by using biomass ash as its silica source. Firstly, biomass ash was synthesized by different extraction methods with thermal treatment compared with chemical treatment to remove inorganic impurities, followed by heating at various temperatures. Secondly, silica, which was heated at the first step, was used as the raw material for crystal glass. The crystal glass was prepared by conventional melting at 1400°C. The chemical composition, phase formation, and microstructure of biomass ash were investigated and reported. Moreover, the physical properties and microhardness value of glass preparation were discussed. The highest SiO<sub>2</sub> content of 97.50 was obtained with the chemical treatment by HCl 3M before heating at 1100°C. The XRD pattern of the as-received material showed the presence of amorphous-phase silica. The cristobalite phase was achieved when the biomass ash was heated at 900°C and slightly increased with increasing thermal temperature. Similar results were obtained from samples that were synthesized by chemical extraction followed by a heating process with cristobalite as the main phase. The optimum conditions that showed the highest microhardness value were achieved with the sample of pretreat with HCl 3M and then heated biomass ash at 1100°C.</p> Thanaporn Boonchoo Prasit Phangphet Sukanya Chobmak Kamonpan Pengpat Phatraya Srabua Wilaiwan Leenakul Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-25 2025-04-25 32 2 030284 030284 10.55766/sujst9586 SIMPLE DNA EXTRACTION METHOD AND VALIDATION OF MOLECULAR MARKERS FOR EARLY SEX DETERMINATION IN NEW THAI Cannabis Sativar L. CULTIVARS https://ph04.tci-thaijo.org/index.php/SUJST/article/view/6416 <p>Precision Agriculture (PA) utilizes cutting-edge technology and data management to optimize the efficiency and precision of farming techniques. Early and precise sex determination is essential for the production of <em>Cannabis sativa</em> L., as female plants have a higher concentration of cannabinoids, making them more desirable for therapeutic purposes. The objective of this study is to create a rapid and dependable method for detecting male cannabis plants right after young leaves immerge utilizing molecular markers. Thirty cannabis leaf samples of some new cultivars of known sex from Suranaree University of Technology (SUT) cannabis farm were used in the study. DNA was extracted with an innuPREP Plant DNA Kit. The DNA was amplified by Polymerase Chain Reaction (PCR) with MADC2 primers, and the products were evaluated by agarose gel electrophoresis. The results of our study showed that male plants displayed a single DNA band of 390 base pairs, whilst female plants showed two bands of approximately 560 and 870 base pairs. These findings are consistent with prior studies, validating the dependability of the MADC2 marker in identifying the gender of new cannabis cultivars. Easy and rapid DNA extraction from cannabis leaves was also developed. This study emphasizes the significance of molecular approaches in improving cannabis farming. Implementing such strategies has substantial potential for enhancing cannabis breeding and production.</p> Passakorn Phobphimai Sumeth Imsoonthornruksa Ratasark Summart Natteewan Udomsil Mariena Ketudat-Cairns Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-24 2025-04-24 32 2 020034 020034 10.55766/sujst6416 PHASE FORMATION AND ELECTRICAL PROPERTIES OF BCLTS CERAMICS SYNTHESIZED VIA THE SOLID-STATE COMBUSTION TECHNIQUE https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9458 <p>Lead-free Ba<sub>0.93</sub>Ca<sub>0.04</sub>La<sub>0.03</sub>Ti<sub>0.90</sub>Sn<sub>0.10</sub>O<sub>3</sub> (BCLTS) ceramics were fabricated via solid-state combustion technique. The BCLTS powders were calcined in a temperature range of 1075-1175°C for 2 h and sintered in a temperature range of 1350-1450°C for 2 h. The BCLTS powders exhibited a pure perovskite phase when calcined above 1150°C. All BCLTS ceramic samples displayed a perovskite structure with coexisting cubic and tetragonal phases, with a secondary phase observed only at 1450°C. The growth of grain size was increased with increasing sintering temperature (0.42 to 0.65 μm.). The highest dielectric and ferroelectric properties (<em>ε</em><sub>r</sub>=3047, tan <em>δ</em><sub>r</sub> = 0.029, <em>P</em><sub>max</sub> = 9.52 μC/cm<sup>2</sup>, <em>P</em><sub>r</sub> = 0.48 μC/cm<sup>2</sup>, <em>E</em><sub>c</sub> = 1.04 kV/cm) were obtained at the sintering temperature of 1400°C. The altered phase structure in this research, compared to earlier studies, results in distinct outcomes for the dielectric and ferroelectric properties.</p> Widchaya Somsri Nipaphat Charoenthai Aekkasit Sutthapintu Jitrawan Noisak Naratip Vittayakorn Theerachai Bongkarn Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-18 2025-04-18 32 2 030277 030277 10.55766/sujst9458 GENE EXPRESSION MARKERS FOR PREDICTIVE CANNABIS BREEDING THROUGH GAMMA RADIATION-INDUCED MUTAGENESIS https://ph04.tci-thaijo.org/index.php/SUJST/article/view/3610 <p>Enhancing cannabis varieties through plant breeding plays a pivotal role in meeting market demands. Identifying gene markers associated with THC and CBD synthesis could streamline the early selection process within a plant breeding program. To assess the efficiency of radiation-induced breeding of the Thai ‘Hang Kra Rog’ marijuana, two methods of radiation exposure are employed: exposing young seedlings to low doses of radiation and exposing seeds to high doses of radiation. The expression of the <em>THCAs</em> gene in seedlings exposed to 20 Gy and 40 Gy increased to 4.0 and 2.5 times as high as control, respectively. Seeds exposed to 200 Gy of gamma radiation exhibited a substantial increase in <em>THCAs</em> gene expression compared to control (2.4 times as high). Meanwhile, no evidence of <em>CBDAs</em> gene expression was observed. In chemical analysis using HPLC, seedlings exposed to a dose of 40 Gy showed a THC content of 3.9%, which was higher than control (2.8%). This trend was similar to the group of seeds irradiated with 200 Gy, which had a THC content of 2.7%, also higher than control (2.3%). Meanwhile, no detectable CBD presence was observed. There is a correlation between <em>THCAs</em> and <em>CBDAs</em> gene expression and their respective cannabinoid concentrations. In conclusion, the study outlines its potential contribution to cannabis breeding practices. Gamma radiation exposure is an effective method for inducing mutations in cannabis breeding. The gene expression markers can be used to predict cannabinoid profiles and support the selection of desirable traits of cannabis.</p> Lamai Maikaeo Vichai Puripunyavanich Piyanuch Orpong Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-05-01 2025-05-01 32 2 020036(1 6) 10.55766/sujst3610 THE RELATIONSHIP BETWEEN CRYSTALLINE STRUCTURE, MICROSTRUCTURE AND THE MECHANICAL PROPERTIES OF ALUMINA ZIRCONIA COMPOSITE CERAMICS https://ph04.tci-thaijo.org/index.php/SUJST/article/view/9635 <p>This research studied the relationship between crystalline structure, microstructure and the mechanical properties of composite ceramics between Al<sub>2</sub>O<sub>3</sub> and ZrO<sub>2</sub> with <em>60:40</em> ratio. Al<sub>2</sub>O<sub>3 </sub>was doped MgO 6.0 mol% to form AM and ZrO<sub>2</sub> was doped Y<sub>2</sub>O<sub>3</sub>, 4.0 mol% to form ZY. Composite ceramics was prepared under two-step sintering method with five different sintering temperature conditions. The x-ray diffraction patterns revealed a phase compositions between Al<sub>2</sub>O<sub>3 </sub>and ZrO<sub>2</sub>. Rietveld method was used to identify the quantitative phase analysis and obtained a high ratio of <em>t</em>-ZrO<sub>2</sub>, <em>c</em>-ZrO<sub>2</sub> phases from the two stage sintering condition with T<sub>1</sub> temperature at 1650°C for 60 min and T<sub>2</sub> temperature at 1550°C for 5 h, and T<sub>1</sub> temperature at 1650°C for 60 min and T<sub>2</sub> temperature at 1500°C for 10 h. The bulk densities values tended to slightly increase with the lower T<sub>2</sub> temperature for the length of holding times. SEM micrographs revealed grain shape and size of grains. The grains were spherical in shape combined with irregular shape. The average grain size of AM as 0.951-1.205 µm and ZY was 0.739-0.894 µm:, the average grain size tended to increase with high T<sub>2</sub> temperature for the length of holding time. EDX identified large grains corresponding to the Al<sub>2</sub>O<sub>3</sub> phase and small round oval shapes corresponding with the ZrO<sub>2 </sub>phase. Good mechanical properties are found in the samples with sintering conditions temperatures of T<sub>1</sub> temperature at 1650°C for 60 min and T<sub>2</sub> temperature at 1550°C for 5 h; this resulted were given the highest of fracture toughness value of about 0.38 GPa.m<sup>1/2</sup>. The optimal two stage sintering conditions were obtained from a high ratio of <em>t</em>-ZrO<sub>2</sub> and <em>c</em>-ZrO<sub>2</sub> phases with high bulk densities.</p> Aurawan Rittidech Aekasit Suthapintu Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-28 2025-04-28 32 2 030281 030281 10.55766/sujst9635 EXPERIMENTAL AND ANALYTICAL INVESTIGATION OF METAKAOLIN AND QUARRY DUST IN CONCRETE https://ph04.tci-thaijo.org/index.php/SUJST/article/view/7333 <p>The increasing demand for sustainable and high-performance concrete has driven the exploration of alternative materials to enhance its properties. Ordinary Portland Cement (OPC) production significantly contributes to carbon emissions, necessitating the incorporation of supplementary cementitious materials like metakaolin and quarry dust. This study investigates the combined effect of these materials on the mechanical properties of concrete, aiming to optimize its strength and sustainability. A mix design with a 1:1.62:2.89 ratio of cement, coarse aggregate, and fine aggregate was prepared with varying percentages of metakaolin (10% and 12%) and quarry dust (14%, 16%, and 18%). Experimental tests, including compressive, tensile, and flexural strength evaluations, were conducted at curing intervals of 3, 7, and 28 days. The data were analyzed using statistical techniques such as Analysis of Variance (ANOVA) and Multi-Criteria Decision Making (MCDM) with Taguchi optimization to determine the significance of different parameters and optimize the mix design. Results revealed that the incorporation of metakaolin and quarry dust significantly enhanced the mechanical properties of concrete. The highest compressive strength of 40.6 MPa was achieved with 12% metakaolin and 18% quarry dust after 28 days of curing, showing a remarkable improvement over conventional concrete. Similarly, split tensile and flexural strength also exhibited notable increases, with optimal strength achieved at 12% metakaolin and 16% quarry dust. Statistical analysis confirmed the significant impact of these additives, with quarry dust emerging as the most influential factor in compressive strength improvement. This study underscores the potential of metakaolin and quarry dust as effective supplementary materials, promoting both strength enhancement and sustainability in concrete production. The findings contribute to advancing concrete technology and offer a viable approach for eco-friendly construction practices.</p> Nilesh Parmar Kondraivendhan B. Hariom Khungar Copyright (c) 2025 Suranaree Journal of Science and Technology 2025-04-23 2025-04-23 32 2 010357(1 19) 10.55766/sujst7333