Evidence map›Paper›PMID 41600310›Full record

ArticleSensors (Basel, Switzerland)2026

Random Vibration Evaluation and Optimization of a Flexible Positioning Platform Considering Power Spectral Density.

Lufan Zhang, Mengyuan Hu, Heng Yan, Hehe Sun, Zhenghui Zhang, Peijuan Wu

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Lufan ZhangSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.
Mengyuan HuSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.
Heng YanSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.
Hehe SunSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.
Zhenghui ZhangSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.
Peijuan WuSchool of Mechanical and Electrical Engineering, Henan University of Technology, 100 Lianhua Street, Zhengzhou 450001, China.

Funding

Key Scientific Research Projects of Institutions of Higher Learning in Henan Province 26B460006National Youth Science Foundation of China;The fund of Henan Key Laboratory of Superhard Abrasives and Grinding Equipment, Henan University of Technology . (51705132) (52405307)(JDKFJJ2024007)
6 · The paper itself

Abstract

The flexible positioning platform is a critical structural component in the ultra-high acceleration macro-micro motion platform, enabling precise positioning across multiple scales. However, under high-frequency start-stop cycles and prolonged multi-condition operation, it is prone to fatigue damage induced by random vibrations, which poses a threat to system reliability. This study proposes a method for evaluating and optimizing the platform's performance under random vibration based on power spectral density (PSD) analysis. In accordance with the IEC 60068-2-64 standard, representative load spectra from Tables A.8 and A.6 were selected as excitation inputs. Frequency-domain analyses of stress, strain, and displacement were conducted using ANSYS Workbench 2022R1 in conjunction with the nCode platform, incorporating the Gaussian three-sigma probability interval. The results reveal that stress and deformation are highly concentrated in the hinge region, indicating a structural vulnerability. Fatigue life predictions were carried out using the Dirlik method and Miner's linear damage rule under various PSD loading conditions. The findings demonstrate that hinge stiffness is a key factor influencing vibration resistance and service life. This research provides theoretical support for the design optimization of flexible structures operating in complex random vibration environments.

Indexed as

fatigue lifeflexible positioning platformpower spectral densityrandom vibrationultra-high acceleration macro–micro motion platform

Identifiers

PMID41600310
PMCPMC12845997

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.