Energy-saving Control Based on Neural Network Inverse Decoupling for Asynchronous Motors

被引：0

作者：

Zhang Dongdong ^{[1
]}

Luo Wenguang ^{[1
]}

Chen Wenhui ^{[1
]}

Xie Rongxian ^{[1
]}

机构：

[1] Guangxi Univ Technol, Dept Elect Informat & Control Engn, Liuzhou, Peoples R China

来源：

2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC) | 2010年

关键词：

asynchronous motor; energy-saving; control of neural network inverse decoupling; loss model;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Because the conventional vector control for asynchronous motors is a kind of steady-state decoupling control, decoupling performance and energy-saving effect degrade in the dynamic process of energy-saving control by regulation of excitation and the load sudden changing. To solve the above problems, a novel energy-saving control method is proposed, which combines the neural network inverse decoupling of asynchronous motor control with the optimization strategy based on the loss model. The simulation results show the method has good dynamic energy-saving effect and stronger ability to track the load.

引用

页数：4

共 50 条

[1] Energy-saving asynchronous motors
Chuvashev V.A.
Nalivaiko S.S.
Shishov A.V.
Tsvetaev D.V.
Papazov Y.N.
Russian Electrical Engineering, 2009, 80 (05): : 235 - 243
[2] DECOUPLING CONTROL OF TWO MOTORS SYSTEM BASED ON NEURAL NETWORK INVERSE SYSTEM
Wang Deming Ju PingCollege of Electrical Engineering
Chinese Journal of Mechanical Engineering, 2004, (04) : 602 - 605
[3] ENERGY-SAVING COMPENSATED ASYNCHRONOUS MOTORS AND ELECTRIC DRIVES BASED ON THEM
Mugalimova, A. R.
JOURNAL OF MINING INSTITUTE, 2008, 174 : 129 - 131
[4] Energy management of energy-saving elevator based on neural network predictive control
Zhang, Damin
Lin, Huipin
Lin, Zhiyong
Xu, Min
Lv, Zhengyu
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2017, 38 (12): : 3137 - 3142
[5] Decoupling control of bearingless induction motors based on neural network inverse system method
Sun, Xiaodong
Zhu, Huangqiu
Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2010, 25 (01): : 43 - 49
[6] Dynamic decoupling control of bearingless switched reluctance motors based in on neural network inverse system
Liu, GH
Sun, YK
Shen, Y
Zhang, H
Zhao, WX
ICEMS 2005: PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-3, 2005, : 1811 - 1815
[7] Praising energy-saving motors
Anon
Canadian Packaging, 2001, 54 (09):
[8] Energy-saving control based on stator voltage-regulation of asynchronous motor
Cheng, Ming
Cao, Ruiwu
Hu, Guowen
Cai, Guilong
Chen, Jun
2008, Electric Power Automation Equipment, 38 New Mofan Malu, Nanjing, 210003, China (28):
[9] Energy-saving Control System of Beam-pumping Unit Based on Wavelet Neural Network
Tian, Jingwen
Gao, Meijuan
Zhou, Shiru
Zhang, Fan
ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2008, : 509 - +
[10] A Study of Expert Control System of Oil Pump Energy-Saving Based on Genetic Neural Network
He Ping
Li Min
Qian Yuheng
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5441 - 5444

← 1 2 3 4 5 →