Design of an Exploratory Experiment in Teaching for Engineering Education Accreditation: Fluoride Geochemical Simulation during Water–Rock Interactions under the Effect of Seawater Intrusion
Abstract
Engineering education is critical for the creation of a more sustainable world, and engineering education accreditation has become the current trend for reform in higher education worldwide. Traditional replication experiment-based teaching cannot meet the standards of engineering education accreditation, and integrating the ideas of engineering education accreditation into experimental teaching is an important aspect of practical teaching. Taking fluoride evolution simulation during water–rock interactions under the effect of seawater intrusion as an example, an exploratory experiment was designed with the idea of engineering education accreditation. The experiment concluded that leached fluoride increases with increasing ratios of seawater and brine water, NaCl levels, and NaHCO3 levels, but with decreasing CaCl2 levels, which confirms that seawater intrusion deeply affects fluoride evolution. The saturation index and Fourier Transform Infrared analyses indicate that Ca2+ restriction and exchange of F with O–H and Si–O–Si are responsible for fluoride leaching. The experiment was characterized by deeper theory, logicality, and openness, and was also multi-schematic and exploratory. Therefore, it is an ideal subject matter to develop an exploratory experiment. A reasonable teaching link was designed to integrate the ideas of engineering education accreditation. Students were required to creatively and personally devise an experimental design and an expansion to the experiment based on the given databases and other relevant literature and to cooperate and discuss in groups. The experiment not only integrates basic knowledge of water–rock interactions, but also cultivates the awareness of and ability to analyze and solve problems, innovative thinking, scientific literacy, and teamwork. Meanwhile, the experiment effectively supports the graduate requirements of various subjects, including Design/Development Solutions, Research, Applying Modern Tools, Individual and Teams, and Communication.
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Different calculation methods are known as OPIs.
“Different calculation methods are known as OPIs (Anny et al. 2017; Son et al. 2020; Chen et al. 2023; Makki et al. 2023).”
From A study of surface water quality using organic pollution indices: Comparative characteristics and educational opportunities (2025) · cites this paper as Chen et al. 2023
The copy’s Section 3.1 discusses calculating a saturation index (SI) using different equations, but does not call those methods OPIs. Searches for “OPIs different calculation methods” and “organic pollution indices OPI calculation methods” found no passage defining OPIs or supporting the attributed statement. (LLM, conf=0.72)
Experimental — accuracy not yet measuredChen et al. (2023) calculated OPI using Equation (1), where OPI > 2 indicates river water is contaminated by organic matter.
“Chen et al. (2023) calculated the OPI of water using Equation (1). When ОРІ 2, the river water is contaminated by organic matter.”
From A study of surface water quality using organic pollution indices: Comparative characteristics and educational opportunities (2025) · cites this paper as Chen et al. 2023
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Sorted by citations
Biedunkova, O., Kuznietsov, P., & Korbutiak, V. (2025) · Water Quality Research Journal · doi:10.2166/wqrj.2025.044 · Cited by 22 · see citing works
- Authors
- Chen, Q., Wang, X., Yin, H., & Feng, J.
- Affiliations
- College of Earth Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China
- ORCID
- Chen, Qiao
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2023-08-26
- Volume
- 15
- Issue
- 17
- Pages
- 12910
- ISSN
- 2071-1050
- Cited by
- 6
- References
- 0
- Language
- en
- Funders
- National Natural Science Foundation of China (40901027, 220602645073841, Z2021304, QX2022ZD03, Yzlts2022030)
- University–Industry Collaborative Education Program from the Ministry of Education of China (40901027, 220602645073841, Z2021304, QX2022ZD03, Yzlts2022030)
- Key Projects for Undergraduate Teaching Reform Research from Shandong Provincial Department of Education (40901027, 220602645073841, Z2021304, QX2022ZD03, Yzlts2022030)
- “Group Star Program” Key Projects for 2022 Teaching Research from Shandong University of Science and Technology (40901027, 220602645073841, Z2021304, QX2022ZD03, Yzlts2022030)
- 2022 Quality Improvement Projects for Graduate Education from Shandong University of Science and Technology (40901027, 220602645073841, Z2021304, QX2022ZD03, Yzlts2022030)
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