High-Order Sliding Mode Magnetometer for Excitation Fault Detection of Elevator Traction Synchronous Motor under the Background of Industrial Engineering
Peng Shao,
Xiaozhou Tang,
Bo Zheng (),
Dongyang Li,
Shu Chen and
Huipin Lin
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Peng Shao: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Xiaozhou Tang: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Bo Zheng: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Dongyang Li: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Shu Chen: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Huipin Lin: Hangzhou Special Equipment Inspection and Research Institute, Zhejiang University, Hangzhou 310027, China
Sustainability, 2023, vol. 15, issue 2, 1-16
Abstract:
In order to solve the excitation problem of elevator traction permanent magnet synchronous motors (PMSMs), a new high-order sliding mode flux observer based on a hybrid reaching rate is proposed under the background of industrial engineering to detect loss of excitation faults in real time. Firstly, a new high-order sliding mode flux observer is designed to solve the problem of the traditional sliding mode observer not being able to accurately detect the loss of excitation fault when the load resistance changes. Then, based on the sliding mode variable structure equivalent control principle, a PMSM flux estimation formula is established. The sinusoidal input function replaces the traditional symbolic process, and a mixed approach law is designed to replace the constant speed approach rate. The adaptive adjustment of the boundary layer of the sinusoidal input function is realized through a fuzzy control system, which effectively suppresses the chattering problem caused by the sliding mode variable structure and improves the observation accuracy of rotor position. The stability of the system is verified by Lyapunov’s second method. MATLAB/Simulink is used to build the simulation model of the PMSM control system with the new sliding mode observer, and the simulation results are compared with those of a traditional sliding mode observer. The results show that compared with the conventional observer, the new sliding mode observer can track the rotor position quickly, and the system has better anti-interference abilities and stability. Finally, the feasibility and effectiveness of this method are verified via simulations and experiments.
Keywords: industrial engineering; permanent magnet synchronous motor; loss of excitation fault; high order sliding mode observer; approach rate; fuzzy control (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:15:y:2023:i:2:p:1239-:d:1029995
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