Hu Yanshao, Han Xiaoyan, Sun Zuozheng, Jin Peng, Li Keliang, Wang Fuke, Gong Jinwei
State Key Laboratory of Coking Coal Resources Green Exploitation, China Pingmei Shenma Group, Pingdingshan 467000, China.
School of Civil Engineering and Transportation, North China University of Water Resources and Electric Power, Zhengzhou 450045, China.
Materials (Basel). 2023 Sep 21;16(18):6321. doi: 10.3390/ma16186321.
In this study, the research aim is to enhance the activity index of activated coal gangue and study its activation mechanism. The activation process of coal gangue was optimized through orthogonal tests, and the Back-Propagation (BP) neural network model was improved using a genetic algorithm. With the effects of grinding duration, calcination temperature, and calcination duration, the morphological changes and phase transformation processes of coal gangue were studied at the micro and meso levels to clarify the activation mechanism. The results indicated that the effect of calcination temperature on the strength activity index of coal gangue was most significant, followed by grinding duration and calcination duration. The potential activity of coal gangue can be effectively stimulated through mechanical and thermal activation, and the content of potential active minerals in coal gangue powders was also increased. The activation process of coal gangue for the optimal scheme was obtained as grinding at 76 min first and thermal treatment at 54 min at 749 °C. As the thermal activation under 950 °C, some unstable external hydroxyls, and internal hydroxyls in kaolinite from coal gangue were removed, the Al-O octahedron was destroyed, and kaolinite was transformed into spatially disordered metakaolinite with very high activity.
本研究旨在提高活化煤矸石的活性指数并研究其活化机理。通过正交试验对煤矸石的活化过程进行优化,并采用遗传算法对反向传播(BP)神经网络模型进行改进。结合粉磨时间、煅烧温度和煅烧时间的影响,从微观和细观层面研究了煤矸石的形态变化和相变过程,以阐明活化机理。结果表明,煅烧温度对煤矸石强度活性指数的影响最为显著,其次是粉磨时间和煅烧时间。通过机械活化和热活化可有效激发煤矸石的潜在活性,煤矸石粉体中潜在活性矿物的含量也有所增加。得到了煤矸石最佳方案的活化过程为:先粉磨76 min,然后在749℃下热处理54 min。在950℃热活化时,煤矸石中高岭石的一些不稳定外部羟基和内部羟基被去除,Al-O八面体被破坏,高岭石转变为具有很高活性的空间无序偏高岭石。