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セメント・フライアッシュモルタルの強度発現における水酸化ナトリウム添加量の影響:実験および人工ニューラルネットワーク(ANN)ベースの予測
Jing Xu1,2, Fei Peng Liu1,3,4, Jian Xin Zhao3,4
1Institute of International Rivers and Eco-Security, Yunnan University, Kunming, China.
PloS one
|January 21, 2026
まとめ
この研究では、アルカリ活性剤を用いてフライアッシュコンクリートを製造し、汚染を低減しました。コンクリートの強度と特性を向上させるために、水酸化ナトリウムとフライアッシュの含有量を最適化しました。
科学分野:
- 材料科学
- 環境工学
- 土木工学
背景:
- 燃焼の副産物であるフライアッシュは、微細な粒子状物質による環境リスクをもたらします。
- フライアッシュの効果的な封じ込め戦略は、陸域および大気汚染を軽減するために不可欠です。
- アルカリ活性化コンクリートは、フライアッシュを固定化するための潜在的な解決策を提供します。
主な方法:
- フライアッシュと様々な濃度の水酸化ナトリウム(アルカリ活性剤)を混合する。
- 微細構造解析のために走査型電子顕微鏡(SEM)を利用する。
- 強度予測のために実験室試験を実施し、人工ニューラルネットワーク(ANN)を利用する。
結論:
- アルカリ活性化は、コンクリート構造物内にフライアッシュ粒子を効果的に封じ込めます。
- 最適化された水酸化ナトリウムとフライアッシュの含有量は、コンクリートの機械的特性を大幅に向上させます。
- 実験室試験とANNの統合は、コンクリートの強度発現を理解するための堅牢な方法を提供します。
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