Acceleration Harmonic Estimation for Hydraulic Servo Shaking Table Based on Multi-Innovation Stochastic Gradient Algorithm

Author:

Wang Xiancheng12ORCID,Li Wei1,Yao Jianjun3ORCID,Wan Zhenshuai3ORCID

Affiliation:

1. State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China

2. College of Science & Technology Ningbo University, Ningbo 315300, China

3. College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China

Abstract

As one of the critical test equipment, hydraulic servo shaking table is widely used in shaking environment simulation of structural components and systems. However, inherent nonlinear factors of a hydraulic servo shaking table can cause amplitude attenuation and phase lag when corresponding to a sinusoidal acceleration signal, which leads to serious harmonic distortion. In order to improve waveform reproduction performance of sinusoidal signals, the amplitude and phase of harmonic should be estimated accurately. In this paper, the multi-innovation stochastic gradient (MISG) algorithm is presented for dynamically estimating the harmonic information. Simulation and experiment results demonstrate that the proposed algorithm has high estimation precision and good convergence performance.

Funder

Natural Science Foundation of Heilongjiang Province

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. LSTM‐based adaptive robust nonlinear controller design of a single‐axis hydraulic shaking table;IET Control Theory & Applications;2022-12-26

2. Neural Network Based Adaptive Robust Control of a Single-Axis Hydraulic Shaking Table;IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society;2022-10-17

3. Gradient identification method of the model parameters for electrohydraulic servo drive of FESTO learning system;IOP Conference Series: Materials Science and Engineering;2020-11-01

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