A data-driven method for dynamic load forecasting of scraper conveyer based on rough set and multilayered self-normalizing gated recurrent network

The dynamic load forecasting of scraper conveyer is one of the key problems that need to be solved in unmanned coal mining. The dynamic load forecasting system of scraper conveyer is a complex, multivariable, and nonlinear system, and there are coupling relations between every variable. It is very d...

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Bibliographic Details
Main Authors: Haitao He, Zhengxiong Lu, Chuanwei Zhang, Yuan Wang, Wei Guo, Shuanfeng Zhao
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721009392