Citation: | Hu Xiangpeng, . Adaptive control of setting load of hydraulic support based on BP neural network PID[J]. Journal of Mining Science and Technology, 2020, 5(6): 662-671. doi: 10.19606/j.cnki.jmst.2020.06.009 |
[1] |
钱鸣高,石平五,许家林矿山压力与岩层控制[M]. 徐州:中国矿业大学出版社,2010:157
|
[2] |
刘强,苏学贵,郝佩,等基于大采高综采支架工况的煤壁片帮控制研究[J]. 矿业研究与开发,2018,38(11):61-65
|
[3] |
Liu Qiang,Su Xuegui,Hao Pei,et al. Study on the control of rib fall of coal wall based on the working state of large mining hydraulic support[J]. Mining Research and Development,2018,38(11):61-65
|
[4] |
刘闯,李化敏,张群磊大采高液压支架初撑力与额定工作阻力合理比值研究[J]. 采矿与安全工程学报,2018,35(4):725-733
|
[5] |
Liu Chuang,Li Huamin,Zhang QunleiResearch on reasonable ratio of setting load and yield load of shield in large mining height coal mine [J]. Journal of Mining & Safety Engineering,2018,35(4):725-733
|
[6] |
薛光辉,程继杰,管健,等深部综掘巷道机器人化超前支护方案与最佳支护时机研究[J]. 矿业科学学报,2019,4(4):349-356
|
[7] |
Xue Guanghui,Cheng Jijie,Guan Jian,et al. Robotized advance support scheme and optimum support opportunity for deep fully mechanized roadway[J]. Journal of Mining Science and Technology,2019,4(4):349-356
|
[8] |
邱常青提高放顶煤工作面液压支架初撑力的研究[J]. 煤,2018,27(2):75-76
|
[9] |
Qiu ChangqingStudy on improving the initial support force of hydraulic support in caving face[J]. Coal,2018,27(2):75-76
|
[10] |
曹连民,郭震,仲崇涛,等液压支架初撑力手动增压装置设计与应用[J]. 工矿自动化,2017,43(6):10-14
|
[11] |
Cao Lianmin,Guo Zhen,Zhong Chongtao,et al. Design and application of manual pressurization device for initial support force of hydraulic support[J]. Industry and Mine Automation,2017,43(6):10-14
|
[12] |
何勇,郭一楠,巩敦卫液压支护平台的异步自抗扰平衡控制[J]. 控制理论与应用,2019,36(1):151-163
|
[13] |
He Yong,Guo Yinan,Gong DunweiAsynchronous active disturbance rejection balance control for hydraulic support platforms[J]. Control Theory and Applications,2019,36(1):151-163
|
[14] |
栾丽君,赵慧萌,谢苗,等超前支架速度、压力稳定切换控制策略研究[J]. 机械强度,2017,39(4):747-753
|
[15] |
Luan Lijun,Zhao Huimeng,Xie Miao,et al. Research on speed and pressure control strategy of stable switch about forepoling equipment[J]. Journal of Mechanical Strength,2017,39(4):747-753
|
[16] |
Cao Lianmin,Sun Shijiao,Zhang Yazhu,et al. The research on characteristics of hydraulic support advancing control system in coal mining face[J]. Wireless Personal Communications,2018,102(4):2667-2680
|
[17] |
李明,封航,张延顺基于UMAC的RBF神经网络PID控制[J]. 北京航空航天大学学报,2018,44(10):2063-2070
|
[18] |
Li Ming,Feng Hang,Zhang YanshunRBF neural network tuning PID control based on UMAC[J]. Journal of Beijing University of Aeronautics and Astronautics,2018,44(10):2063-2070
|
[19] |
乔俊飞,张力,李文静基于尖峰自组织模糊神经网络的需水量预测[J]. 控制与决策,2018,33(12):2197-2202
|
[20] |
Qiao Junfei,Zhang Li,Li WenjingPrediction of water demand based on spiking selforganizing fuzzy neural network[J]. Control and Decision,2018,33(12):2197-2202
|
[21] |
杨小彬,王逍遥,周世禄,等基于改进广义回归神经网络的工作面低氧预测模型研究[J]. 矿业科学学报,2019,4(5):434-440
|
[22] |
Yang Xiaobin,Wang Xiaoyao,Zhou Shilu,et al. Prediction model of working face hypoxia based on improved generalized regression neural network[J]. Journal of Mining Science and Technology,2019,4(5):434-440
|
[23] |
赵红泽,王宇新,李淋,等基于灰色关联分析与GA-BP神经网络的拉斗铲生产能力预测[J]. 矿业科学学报,2020,5(1):58-66
|
[24] |
Zhao Hongze,Wang Yuxin,Li Lin,et al. Production capacity prediction of dragline based on grey correlation analysis and GA-BP neural network[J]. Journal of Mining Science and Technology,2020,5(1):58-66
|
[25] |
李海锋基于BP神经网络的液压支架支护位姿运动学分析[J]. 煤炭工程,2018,50(9):117-120
|
[26] |
Li HaifengKinematics analysis of support position and posture of hydraulic support based on BP neural network[J]. Coal Engineering,2018,50(9):117-120
|
[27] |
王邦祥,陆金桂,王京涛,等神经网络近似模型在液压支架顶梁轻量化设计中的应用[J]. 轻工学报,2018,33(2):87-94
|
[28] |
Wang Bangxiang,Lu Jingui,Wang Jingtao,et al. Application of neural network approximate model in lightweight design of hydraulic support top beam[J]. Journal of Light Industry,2018,33(2):87-94
|
[29] |
丁飞,金鑫,王春华,等小样本事件下液压支架可靠性评估[J]. 煤炭科学技术,2016,44(11):116-120
|
[30] |
Ding Fei,Jin Xin,Wang Chunhua,et al. Evaluation on reliability of hydraulic powered support under small sample event[J]. Coal Science and Technology,2016,44(11):116-120
|
[31] |
王磊,曾庆良,万丽荣,等液压支架立柱控制系统建模与仿真研究[J]. 煤矿机械,2009,30(4):51-53
|
[32] |
Wang Lei,Zeng Qingliang,Wan Lirong,et al. Modelling and simulation on prop controlling system of hydraulic support[J]. Coal Mine Machinery,2009,30(4):51-53
|
[33] |
丁少华,贾春强液压支架立柱系统动态压力仿真分析[J]. 煤矿机械,2014,35(2):68-70
|
[34] |
Ding Shaohua,Jia ChunqiangDynamic pressure simulation analysis of hydraulic support column system[J]. Coal Mine Machinery,2014,35(2):68-70
|
[35] |
王相亭液压支架液压系统建模及仿真分析[J]. 液压气动与密封,2014,34(2):58-60
|
[36] |
Wang XiangtingModeling and simulation of hydraulic system for hydraulic support[J]. Hydraulics Pneumatics & Seals,2014,34(2):58-60
|
[37] |
陈兰液压支架液压系统的建模与仿真[D]. 西安:西安科技大学,2011
|
[38] |
王春行液压控制系统[M]. 北京:机械工业出版社,1999:134-139
|
[39] |
常同立液压控制系统[M]. 北京:清华大学出版社,2014:224-229
|
[40] |
赵雄鹏,李永堂,仉志强,等综采面支架液压系统的压力损失研究[J]. 煤矿机械,2017,38(6):51-53
|
[41] |
Zhao Xiongpeng,Li Yongtang,Zhang Zhiqiang,et al. Study on pressure loss of hydraulic support system in fully mechanized face[J]. Coal Mine Machinery,2017,38(6):51-53
|
[42] |
丛爽面向MATLAB工具箱的神经网络理论与应用[M]. 合肥:中国科学技术大学出版社,2009:63-101
|
[43] |
[25]刘金琨先进PID控制MATLAB仿真[M]. 北京:电子工业出版社,2016:311-328
|