Research of a kind of multistage belt speed-regulation system
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摘要: 针对现有多级胶带调速系统采用二维模糊控制算法存在调节速度与期望速度误差较大的问题，建立了自适应神经模糊推理系统模型，设计了一种基于自适应神经模糊推理系统模型的多级胶带调速系统。该调速系统以第1条胶带的瞬时流量和实时速度为输入量，以变频器的调节频率为输出量实现调速。Matlab仿真结果表明，引入自适应神经模糊推理系统模型的多级胶带调速系统的速度误差可控制在2%以下，运量与带速匹配率得到了优化，对现今煤矿企业的节能减排具有一定的应用价值。
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关键词:
- 带式输送机 /
- 多级调速 /
- 自适应神经模糊推理系统 /
- 模糊控制 /
- 节能
Abstract: In view of problem of big error between adjustment speed and expected speed of existing multistage belt speed-regualtion system adopting two-dimensional fuzzy control algorithm, a kind of adaptive neural fuzzy inference system (ANFIS) model was established, and a multistage belt speed-regualtion system based on ANFIS was designed. The speed-regualtion system takes instantaneous flow and real-time speed of the first belt as input, and takes regulating frequency of frequency converter as output to realize speed control. The Matlab simulation results show that the speed control error of the speed-regualtion system introducing ANFIS model is below 2%, capacity and belt speed matching rate are optimized, which has certain application value for energy saving and emission reduction of coal mine enterprises.-
Keywords:
- belt conveyor /
- multistage speed-regualation /
- ANFIS /
- fuzzy control /
- energy saving
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期刊类型引用(3)
1. 顾清华，王燕，王倩，魏瑾瑜. 基于ISSA-XGBoost模型的多特征融合露天矿卡车行程时间预测. 有色金属(矿山部分). 2024(01): 1-10 . 
百度学术
2. 王忠宇，李盼归，杨航，吴兵. 基于改进时空图卷积网络的道路行程时间预测模型. 东南大学学报(自然科学版). 2024(04): 1022-1029 . 百度学术
3. 王忠鑫，田会，王东，田凤亮，宋波，赵明，辛凤阳，陈洪亮，王金金，苏振宁，曾祥玉. 露天采矿科学目标的演变与未来发展趋势. 煤炭学报. 2024(S1): 129-153 . 百度学术
其他类型引用(2)
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