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使用全因子设计分析硬石膏粘结剂的抗压强度

Analysis of Compressive Strength of Anhydrite Binder Using Full Factorial Design.

作者信息

Nizevičienė Dalia, Kybartienė Nora, Jusas Vacius

机构信息

Faculty of Electrical and Electronics Engineering, Kaunas University of Technology, Studentų Str. 48, LT-50254 Kaunas, Lithuania.

Faculty of Chemical Technology, Kaunas University of Technology, Radvilėnų Str. 19, LT-50254 Kaunas, Lithuania.

出版信息

Materials (Basel). 2023 Sep 18;16(18):6265. doi: 10.3390/ma16186265.

Abstract

Flue gas desulfurization gypsum (FGD gypsum) is obtained from the desulphurization of combustion gases in fossil fuel power plants. FGD gypsum can be used to produce anhydrite binder. This research is devoted to the investigation of the influence of the calcination temperature of FGD gypsum, the activators KSO and NaSO, and their amount on the compressive strength of anhydrite binder during hydration. The obtained results showed that as the calcination temperature increased, the compressive strength of anhydrite binder decreased at its early age (up to 3 days) and increased after 28 days. The compressive strength of the anhydrite binder produced at 800 °C and 500 °C differed more than five times after 28 days. The activators KSO and NaSO had a large effect on the hydration of anhydrite binder at its early age (up to 3 days) in comparison with the anhydrite binder without activators. The presence of the activators of either KSO or KSO almost had no influence on the compressive strength after 28 days. To determine which factor, the calcination temperature of FGD gypsum (500-800 °C), the hydration time (3-28 days) or the amount (0-2%) of the activators KSO and NaSO, has the greatest influence on the compressive strength, a 2 full factorial design was applied. Multiple linear regression was used to develop a mathematical model and predict the compressive strength of the anhydrite binder. The statistical analysis showed that the hydration time had the strongest impact on the compressive strength of the anhydrite binder using activators KSO and NaSO. The activator KSO had a greater influence on the compressive strength than the activator NaSO. The obtained mathematical model can be used to forecast the compressive strength of the anhydrite binder produced from FGD gypsum if the considered factors are within the same limiting values as in the suggested model since the coefficient of determination (R2) was close to 1, and the mean absolute percentage error (MAPE) was less than 10%.

摘要

烟气脱硫石膏(FGD石膏)是从化石燃料发电厂燃烧气体的脱硫过程中获得的。FGD石膏可用于生产硬石膏粘结剂。本研究致力于探究FGD石膏的煅烧温度、活化剂KSO和NaSO及其用量对硬石膏粘结剂水化过程中抗压强度的影响。所得结果表明,随着煅烧温度升高,硬石膏粘结剂的早期抗压强度(至3天)降低,28天后升高。28天后,在800℃和500℃下生产的硬石膏粘结剂的抗压强度相差超过五倍。与无活化剂的硬石膏粘结剂相比,活化剂KSO和NaSO对硬石膏粘结剂的早期水化(至3天)有很大影响。KSO或KSO活化剂的存在对28天后的抗压强度几乎没有影响。为了确定FGD石膏的煅烧温度(500 - 800℃)、水化时间(3 - 28天)或活化剂KSO和NaSO的用量(0 - 2%)哪个因素对抗压强度影响最大,采用了二水平全因子设计。使用多元线性回归建立数学模型并预测硬石膏粘结剂的抗压强度。统计分析表明,水化时间对使用活化剂KSO和NaSO的硬石膏粘结剂的抗压强度影响最强。活化剂KSO对抗压强度的影响比活化剂NaSO更大。由于决定系数(R2)接近1,平均绝对百分比误差(MAPE)小于10%,因此如果所考虑的因素在与建议模型相同的极限值范围内,所得数学模型可用于预测由FGD石膏生产的硬石膏粘结剂的抗压强度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe6f/10533127/bbe2b6cb3861/materials-16-06265-g001.jpg

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