aMixer Mini-Data Acquisition System: An Optimization Approach to Observe of the HCl-Sodium Thiosulfate Reaction
DOI:
10.29303/jppipa.v12i7.15401Published:
2026-07-25Downloads
Abstract
In determining the reaction rate between hydrochloric acid (HCl) and sodium thiosulfate (Na₂S₂O₃), conventional experiments commonly rely on visual observation of sulfur turbidity, making endpoint determination highly dependent on lighting conditions and observer judgment. These limitations reduce measurement accuracy, repeatability, and objectivity, highlighting the need for an alternative Data Acquisition System (DAS) capable of providing continuous quantitative measurements. This study focuses on the development and optimization of a Data Acquisition System (DAS) utilizing transducers and photodetectors through the Research Science Design (RSD) approach as an alternative method for reaction kinetics analysis. The experimental setup consisted of a borosilicate reactor enclosed in a black acrylic chamber to minimize ambient light interference, equipped with 3 W high-power LEDs (green, blue, and white) as light sources and a Mini Mixer interface integrated with MGA software for continuous data acquisition. Each LED configuration was evaluated through three experimental repetitions, and the recorded signals were analyzed using Relative Standard Deviation (RSD) to assess measurement stability and determine the optimum light source. Based on the evaluation results, the DAS was capable of (1) continuously recording sulfur colloid formation in real time, (2) demonstrating the highest measurement stability under green light with an RSD of 1.18%, and (3) eliminating observer-dependent visual bias. The proposed system provides a simple, coding-free, objective, and affordable solution for improving the quality and efficiency of reaction kinetics measurements in chemistry education.
Keywords:
aMixer Mini Data acquisition system Kinetics reaction Light sensor Sodium thiosulfateReferences
Ahuja, V., Mehta, S., Rathour, R. K., Sharma, V., Rana, N., Sheetal, S., Bhatt, A. K., & Kieliszek, M. (2021). Elucidation of new xylose metabolizing pathway in Pseudomonas gessardii VXlt-16 and its correlation with xylitol production from sugarcane bagasse hydrolysate. https://doi.org/10.21203/rs.3.rs-688929/v2 DOI: https://doi.org/10.21203/rs.3.rs-688929/v2
Amorim, L., Santos, C., & Timmis, K. (2025). Prioritising Microbiology in Secondary Education Addresses Emerging Scientific-Social-Educational Challenges and Competency Needs. In Microbial Biotechnology (Vol. 18, Number 9). John Wiley and Sons Ltd. https://doi.org/10.1111/1751-7915.70224 DOI: https://doi.org/10.1111/1751-7915.70224
Avaro, A. S., & Santiago, J. G. (2022). Uncertainty Quantification of Michaelis-Menten Kinetic Rates and Its Application to the Analysis of CRISPR-Based Diagnostics. Angewandte Chemie, 134(45), e202209527. https://doi.org/10.26434/chemrxiv-2022-4sg1s DOI: https://doi.org/10.1002/ange.202209527
Baach, B. (2026). Digital education and quality assurance: integrating AI and simulations in secondary physics curricula in Morocco. Physics Education, 61(3), 035032. https://doi.org/10.1088/1361-6552/ae6172 DOI: https://doi.org/10.1088/1361-6552/ae6172
Chen, Y., Wen, M., Ding, T., Fan, R., Liu, Q., Liu, Z., & Peng, Z. (2025). Recent progress in electrochemical decomposition of hydrogen sulfide for sulfur recovery and hydrogen production. In Frontiers in Chemistry (Vol. 13). Frontiers Media SA. https://doi.org/10.3389/fchem.2025.1698815 DOI: https://doi.org/10.3389/fchem.2025.1698815
Davidson, S. L., & Niepa, T. H. R. (2022). Micro-Technologies for Assessing Microbial Dynamics in Controlled Environments. In Frontiers in Microbiology (Vol. 12). Frontiers Media S.A. https://doi.org/10.3389/fmicb.2021.745835 DOI: https://doi.org/10.3389/fmicb.2021.745835
El-Helou, A. J., Liu, Y., Chen, C., Wang, F., Altug, H., Reece, P. J., & Zhu, Y. (2025). Optical Metasurfaces for the Next-Generation Biosensing and Bioimaging. In Laser and Photonics Reviews (Vol. 19, Number 10). John Wiley and Sons Inc. https://doi.org/10.1002/lpor.202401715 DOI: https://doi.org/10.1002/lpor.202401715
Guo, Z., Li, J., Zeng, L., Wang, P., Li, M., Su, C., & Wang, S. (2025). Advances in research on novel technologies for the detection of exogenous contaminants in traditional Chinese medicine. In Frontiers in Pharmacology (Vol. 16). Frontiers Media SA. https://doi.org/10.3389/fphar.2025.1658241 DOI: https://doi.org/10.3389/fphar.2025.1658241
Han, C., Liu, F.-L., Tao, Q., Liu, Y., Jing, Q.-K., Stock, H.-R., Wang, G.-X., & Ma, N. (2025). Recovery of CdS photocatalyst from spent Ni-Cd batteries using a thiosulfate leaching system and UV photolysis precipitation. Rare Metals, 44(6), 4241-4254. https://doi.org/10.1007/s12598-024-03185-8 DOI: https://doi.org/10.1007/s12598-024-03185-8
Kamal Mohamed, S. M., Möllmann, K., Heinrich, C., Schwan, M., & Milow, B. (2025). In-line monitoring of resorcinol-formaldehyde gelation using fiber optic UV-vis spectroscopy in real time: part I. RSC Advances, 15(33), 27084–27095. https://doi.org/10.1039/d5ra03988f DOI: https://doi.org/10.1039/D5RA03988F
Karakuş, O. (2023). On Advances, Challenges and Potentials of Remote Sensing Image Analysis in Marine Debris and Suspected Plastics Monitoring. Frontiers in Remote Sensing, 4, 1302384. https://doi.org/10.3389/frsen.2023.1302384 DOI: https://doi.org/10.3389/frsen.2023.1302384
Kayeye, T. N., Penton, A., Ashton, J., Noyes, S., Sunna, A., Wang, Y., & Rodger, A. (2025). Intermolecular Interactions in Plant Based vs. Animal Milks: A Comparative Review. Sustainable Food Proteins, 3(3). https://doi.org/10.1002/sfp2.70028 DOI: https://doi.org/10.1002/sfp2.70028
Li, X., Lv, H., Luo, W., Yang, W. J., Kong, L., Zhu, Q., & Zeng, L. (2025). Recent advances in detection techniques for vitamin analysis: A comprehensive review. In Food Chemistry: X (Vol. 26). Elsevier Ltd. https://doi.org/10.1016/j.fochx.2025.102226 DOI: https://doi.org/10.1016/j.fochx.2025.102226
Malinka, F., Vachek, O., Krizan, D., Stipal, J., Marques, C., Siska, P., & Nedoma, J. (2025). Advanced intensity-modulated fiber sensors for scalable sensing. In iScience (Vol. 28, Number 11). Elsevier Inc. https://doi.org/10.1016/j.isci.2025.113670 DOI: https://doi.org/10.1016/j.isci.2025.113670
Mather, J. D., Sculthorpe, N. F., Sanal-Hayes, N. E. M., Berry, E., Mair, J. L., & Hayes, L. D. (2025). Validity of resting heart rate derived from contact-based smartphone photoplethysmography (PPG) compared with electrocardiography (ECG): Protocol for a Systematic Review and Meta-Analysis. medRxiv, 2025-06. https://doi.org/10.1101/2025.06.13.25329618 DOI: https://doi.org/10.1101/2025.06.13.25329618
Rana, R., Ahmad, W., Mishra, A., Kumar, S., & Ahmad, A. (2025). Nanocellulose/nanocellulose-based membranes in wastewater treatment: a sustainable path forward for environmental protection. In Food Chemistry: X (Vol. 29). Elsevier Ltd. https://doi.org/10.1016/j.fochx.2025.102654 DOI: https://doi.org/10.1016/j.fochx.2025.102654
Rinanti, A., Fachrul, M. F., Hadisoebroto, R., Desty, S., Rahmadhania, Widyaningrum, D. A., & Saad, N. A. (2021). Heavy Metal Pollutant Sorption In Aquatic Environment By Microalgae Consortium. Indonesian Journal of Urban and Environmental Technology, 5(1), 51–71. https://doi.org/10.25105/urbanenvirotech.v5i1.10747 DOI: https://doi.org/10.25105/urbanenvirotech.v5i1.10747
Rodrigues dos Anjos, J., & Serrano de Andrade Neto, A. (2024). Uncovering the Origins of Mental Images about the Concept of Light: The Difference Between Novice And Expert Mediation Levels Profile. Investigacoes Em Ensino de Ciencias, 29(1), 92–116. https://doi.org/10.22600/1518-8795.ienci2024v29n1p92 DOI: https://doi.org/10.22600/1518-8795.ienci2024v29n1p92
Sakib, S., Hasan, Z., & Roy, N. (2025). A State-Of-The-Art Survey of Remote Photoplethysmography for Contactless Health Parameters Sensing. In Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (Vol. 15, Number 3). John Wiley and Sons Inc. https://doi.org/10.1002/widm.70039 DOI: https://doi.org/10.1002/widm.70039
Sanchez-Salvador, J. L., Xu, H., Balea, A., Negro, C., & Blanco, A. (2023). Nanocellulose from a colloidal material perspective. In Frontiers in Materials (Vol. 10). Frontiers Media SA. https://doi.org/10.3389/fmats.2023.1231404 DOI: https://doi.org/10.3389/fmats.2023.1231404
Seitz, G., Mohammadi, F., & Class, H. (2021). Thermochemical heat storage in a lab-scale indirectly operated CaO/Ca(OH)2 reactor—numerical modeling and model validation through inverse parameter estimation. Applied Sciences (Switzerland), 11(2), 1–28. https://doi.org/10.3390/app11020682 DOI: https://doi.org/10.3390/app11020682
Sekine, H., Akaike, T., & Motohashi, H. (2025). Oxygen needs sulfur, sulfur needs oxygen: a relationship of interdependence. The EMBO Journal, 44(12), 3307-3326. https://doi.org/10.1038/s44318-025-00464-7 DOI: https://doi.org/10.1038/s44318-025-00464-7
Sezer, E., Ulucan Karnak, F., & Akgöl, S. (2025). Green carbon dots in the era of AI: sustainable synthesis, intelligent drug delivery, advanced diagnostics, and bioimaging. Turkish Journal of Biology, 49(5), 498–533. https://doi.org/10.55730/1300-0152.2762 DOI: https://doi.org/10.55730/1300-0152.2762
Sheng, J., Yao, L., Dong, Q., Zhou, B., Li, B., Zhang, G., & Liang, H. (2025). Household non-thermal processing for the dissolution of sea buckthorn flavonoids and the effects on its bioactive characteristics. Food Chemistry: X, 30. https://doi.org/10.1016/j.fochx.2025.102941 DOI: https://doi.org/10.1016/j.fochx.2025.102941
Sosa-Díaz, M. J., Sierra-Daza, M. C., Arriazu-Muñoz, R., Llamas-Salguero, F., & Durán-Rodríguez, N. (2022). “EdTech Integration Framework in Schools”: Systematic Review of the Literature. Frontiers in Education, 7. https://doi.org/10.3389/feduc.2022.895042 DOI: https://doi.org/10.3389/feduc.2022.895042
Vignati, S., Tugnolo, A., Giovenzana, V., Pampuri, A., Casson, A., Guidetti, R., & Beghi, R. (2023). Hyperspectral Imaging for Fresh-Cut Fruit and Vegetable Quality Assessment: Basic Concepts and Applications. Applied Sciences, 13(17), 9740. https://doi.org/10.3390/app13179740 DOI: https://doi.org/10.3390/app13179740
Wahyuni, S., Putro, N. H. P. S., Efendi, A., & Andriyani, N. (2025). Revisiting the ethical boundaries and disclosure practices of AI-infused academic writing: a Scopus-based bibliometric analysis. Journal of Academic Ethics, 24(3), 79. https://doi.org/10.21203/rs.3.rs-8389622/v1 DOI: https://doi.org/10.1007/s10805-026-09753-0
Wang, Z., & Costa, M. (2022). Autonomous Shipborne In Situ Reflectance Data in Optically Complex Coastal Waters: A Case Study of the Salish Sea, Canada. Frontiers in Remote Sensing, 3. https://doi.org/10.3389/frsen.2022.867570 DOI: https://doi.org/10.3389/frsen.2022.867570
Xie, Y., & Yusuf, A. (2026). Advancing scientific literacy: A systematic review of trends, pedagogies and challenges in the 21st century. Review of Education, 14(1). https://doi.org/10.1002/rev3.70140 DOI: https://doi.org/10.1002/rev3.70140
Yépez, S., Velásquez, G., Torres, D., Saavedra-Passache, R., Pincheira, M., Cid, H., Rodríguez-López, L., Contreras, A., Frappart, F., Cristóbal, J., Pons, X., Flores, N., & Bourrel, L. (2024). Spatiotemporal Variations in Biophysical Water Quality Parameters: An Integrated In Situ and Remote Sensing Analysis of an Urban Lake in Chile. Remote Sensing, 16(2). https://doi.org/10.3390/rs16020427 DOI: https://doi.org/10.3390/rs16020427
Yu, J., Yu, L., He, Z., Yang, G. P., Lai, J. G., & Liu, Q. (2024). Spatial and seasonal variability in volatile organic sulfur compounds in seawater and the overlying atmosphere of the Bohai and Yellow seas. Biogeosciences, 21(1), 161–176. https://doi.org/10.5194/bg-21-161-2024 DOI: https://doi.org/10.5194/bg-21-161-2024
Zhao, H., Deng, H. D., Cohen, A. E., Lim, J., Li, Y., Fraggedakis, D., Jiang, B., Storey, B. D., Chueh, W. C., Braatz, R. D., & Bazant, M. Z. (2023). Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel. Nature, 621(7978), 289–294. https://doi.org/10.1038/s41586-023-06393-x DOI: https://doi.org/10.1038/s41586-023-06393-x
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