Journal of Jilin University(Engineering and Technology Edition) ›› 2021, Vol. 51 ›› Issue (3): 1106-1110.doi: 10.13229/j.cnki.jdxbgxb20200146
Constant flow prediction method of variable speed hydraulic power source based on deep learning and limitation fuzzy
Zhen SONG(
),Jun-liang LI,Gui-qiang LIU
- School of Mechanical Engineering，Southwest Petroleum University，Chengdu 610500，China
CLC Number:
- TP273
| 1 | 涂永航, 谷立臣, 马玉. 变转速液压动力源恒流量模糊控制方法研究[J]. 机械设计与研究, 2015, 31(1):102-105, 110. |
| Tu Yong-hang, Gu Li-chen, Ma Yu. Research on fuzzy control method of variable speed hydraulic power source with constant flow[J]. Machinery Design and Research, 2015, 31(1):102-105, 110. | |
| 2 | 涂永航. 变转速液压动力源恒流量模糊控制方法研究[D]. 西安: 长安大学工程机械学院, 2015. |
| Tu Yong-hang. Research on the fuzzy control method of variable speed hydraulic power source with constant flow[D]. Xi'an: School of Engineering Machinery, Chang'an University, 2015. | |
| 3 | 郭磊磊, 张兴, 杨淑英, 等. 一种改进的永磁同步发电机模型预测直接转矩控制方法[J]. 中国电机工程学报, 2016, 36(18):5053-5061. |
| Guo Lei-lei, Zhang Xing, Yang Shu-ying, et al. An improved model predictive direct torque control method for permanent magnet synchronous generators[J]. Proceedings of the Chinese Society for Electrical Engineering, 2016, 36(18):5053-5061. | |
| 4 | 田建勇, 石林江. 基于Kalman算法的光纤网络流量在线预测模型[J]. 激光杂志, 2018, 39(9):110-114. |
| Tian Jian-yong, Shi Lin-jiang. On-line prediction model of optical fiber network traffic based on Kalman algorithm[J]. Laser Journal, 2018, 39(9):110-114. | |
| 5 | 张军, 迪茹侠, 顾海荣, 等. 基于流量控制的负载敏感液压系统防冲击试验[J]. 广西大学学报:自然科学版, 2017, 42(6):1993-2000. |
| Zhang Jun, Di Ru-xia, Gu Hai-rong, et al. Anti-shock test of load-sensing hydraulic system based on flow control[J]. Journal of Guangxi University(Natural Science Edition), 2017, 42(6):1993-2000. | |
| 6 | 黄伟男, 权龙, 黄家海, 等. 进出口独立控制液压挖掘机回转系统运行特性[J]. 机械工程学报, 2016, 52(20):159-167. |
| Huang Wei-nan, Quan Long, Huang Jia-hai, et al. Operation characteristics of the slewing system of an independent import and export control hydraulic excavator[J]. Chinese Journal of Mechanical Engineering, 2016, 52(20):159-167. | |
| 7 | 杨斌. 液压系统中的压力冲击研究[J].航空科学技术,2016,27(10):55-59. |
| Yang Bin. Study on pressure shock in hydraulic system[J]. Aviation Science and Technology,2016,27(10):55-59. | |
| 8 | 王平. 基于零相位滤波器的变转速液压系统控制性能实验研究[D]. 西安:长安大学工程机械学院, 2018. |
| Wang Ping. Experimental research on control performance of variable speed hydraulic system based on zero-phase filter[D]. Xi'an:School of Engineering and Machinery, Chang'an University, 2018. | |
| 9 | 马玉, 谷立臣. 变转速液压动力源的输入前馈-反馈复合补偿控制[J]. 长安大学学报:自然科学版, 2017, 37(5):120-126. |
| Ma Yu, Gu Li-chen. Input feedforward-feedback compound compensation control of variable speed hydraulic power source[J]. Journal of Chang'an University (Natural Science Edition), 2017, 37(5):120-126. | |
| 10 | 祝新军, 李明, 李杨. 基于AMESim的先导式精密减压阀的建模与仿真研究[J]. 制造业自动化, 2018, 40(5):82-84, 122. |
| Zhu Xin-jun, Li Ming, Li Yang. Modeling and simulation of pilot-operated precision pressure reducing valve based on AMESim[J]. Manufacturing Automation, 2018, 40(5):82-84, 122. | |
| 11 | 祁泽林. 模糊及PID控制在变转速液压动力源流量控制中的应用研究[D]. 西安:西安建筑科技大学机电工程学院, 2019. |
| Qi Ze-lin. Application research of fuzzy and PID control in variable speed hydraulic power source flow control[D]. Xi'an: School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, 2019. | |
| 12 | 马玉, 谷立臣. 伺服电机驱动的液压动力系统及其神经网络自适应优化控制[J]. 中国机械工程, 2014, 25(9):1239-1243. |
| Ma Yu, Gu Li-chen. The hydraulic power system driven by servo motor and its neural network adaptive optimization control[J]. China Mechanical Engineering, 2014, 25(9):1239-1243. |
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