A Petri Net Neural Network Robust Control for New Paste Backfill Process Model

被引:4
作者
Gao, Xuehui [1 ]
Hu, Xinyan [1 ]
机构
[1] Shandong Univ Sci & Technol, Dept Mech & Elect Engn, Tai An 271019, Shandong, Peoples R China
关键词
Paste backfill; petri net neural network; robust control; modeling; stability; WAVE ENERGY CONVERTERS; TRACKING CONTROL; SYSTEMS;
D O I
10.1109/ACCESS.2020.2968510
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In mining industries, the backfill becomes more and more important due to the environment protection concern. But most backfill investigations focus on the underground model and backfill materials. In this research, the paste backfill process based on the process control is investigated and a new paste backfill process model is proposed according to the Torricelli's law and Bernoulli principle. In order to deal with the unknown nonlinear function of the proposed backfill model, a Petri net(PN) structure is presented and a new Petri net neural network(PNNN) is introduced to approximate the unknown nonlinear function. Then, a robust controller is designed for the backfill process with PNNN and the closed loop stability is guaranteed by Lyapunov function candidate. The effectiveness of the proposed model with new PNNN and the robust controller are verified by simulation results.
引用
收藏
页码:18420 / 18425
页数:6
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