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Cement clinker calcination environment variable construction and verification method
The invention belongs to the technical field of cement clinker calcination, and discloses a cement clinker calcination environment variable construction and verification method, which comprises the following steps: constructing a clinker calcination data pool according to cement plant data; according to the data in the data pool, cement clinker calcination environment variables are constructed, ICA-based environment characteristic data extraction is carried out, and clinker calcination environment variables are obtained; the main variables of the cement clinker calcination environment and the environment variables are used for respectively constructing prediction models of the safety and the quality of the cement clinker calcination process, and the prediction results of the models are analyzed to verify the effectiveness of the environment variables. According to the method, the environment variables are extracted from the cement clinker calcination environment, the change trend of the environment can be reflected, stability can be kept in a short time, tasks such as prediction and simulation of a clinker calcination system can be better completed easily, and intelligentization of cement clinker calcination can be achieved easily.
本发明属于水泥熟料煅烧技术领域，公开了一种水泥熟料煅烧环境变量的构建及验证方法，根据水泥厂数据，构建熟料煅烧数据池；根据数据池中的数据，构建水泥熟料煅烧环境变量和基于ICA的环境特征数据提取，得到熟料煅烧环境变量；以水泥熟料煅烧环境的主要变量和环境变量分别构建水泥熟料煅烧过程安全性、质量性的预测模型，并通过分析这些模型的预测结果以验证环境变量的有效性。本发明从水泥熟料煅烧环境中提取出环境变量，它既能体现出环境的变化趋势，又能够在短时间保持稳定，易于更好地完成熟料煅烧系统的预测和模拟等任务，利于实现水泥熟料煅烧的智能化。
Cement clinker calcination environment variable construction and verification method
The invention belongs to the technical field of cement clinker calcination, and discloses a cement clinker calcination environment variable construction and verification method, which comprises the following steps: constructing a clinker calcination data pool according to cement plant data; according to the data in the data pool, cement clinker calcination environment variables are constructed, ICA-based environment characteristic data extraction is carried out, and clinker calcination environment variables are obtained; the main variables of the cement clinker calcination environment and the environment variables are used for respectively constructing prediction models of the safety and the quality of the cement clinker calcination process, and the prediction results of the models are analyzed to verify the effectiveness of the environment variables. According to the method, the environment variables are extracted from the cement clinker calcination environment, the change trend of the environment can be reflected, stability can be kept in a short time, tasks such as prediction and simulation of a clinker calcination system can be better completed easily, and intelligentization of cement clinker calcination can be achieved easily.
本发明属于水泥熟料煅烧技术领域，公开了一种水泥熟料煅烧环境变量的构建及验证方法，根据水泥厂数据，构建熟料煅烧数据池；根据数据池中的数据，构建水泥熟料煅烧环境变量和基于ICA的环境特征数据提取，得到熟料煅烧环境变量；以水泥熟料煅烧环境的主要变量和环境变量分别构建水泥熟料煅烧过程安全性、质量性的预测模型，并通过分析这些模型的预测结果以验证环境变量的有效性。本发明从水泥熟料煅烧环境中提取出环境变量，它既能体现出环境的变化趋势，又能够在短时间保持稳定，易于更好地完成熟料煅烧系统的预测和模拟等任务，利于实现水泥熟料煅烧的智能化。
Cement clinker calcination environment variable construction and verification method
一种水泥熟料煅烧环境变量的构建及验证方法
SONG HUAZHU (author) / LI YUZE (author) / YANG YIMING (author) / WANG FUZE (author) / LIU YAN (author) / DONG YIHONG (author) / ZHOU CAILAN (author) / WU SHAOPENG (author)
2022-04-12
Patent
Electronic Resource
Chinese
IPC:
G16C
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