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Record W7081948080 · doi:10.11159/icmie25.166

3D Positioning of a Stewart Platform Using Soft Pneumatic Actuators: A Design Approach

2025· article· en· W7081948080 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueProceedings of the World Congress on Mechanical, Chemical, and Material Engineering · 2025
Typearticle
Languageen
FieldMathematics
TopicProbability and Statistical Research
Canadian institutionsnot available
Fundersnot available
KeywordsStewart platformHexapodControl systemRobotWork (physics)

Abstract

fetched live from OpenAlex

In this paper, the application of a novel soft bellows pneumatic actuator (SBPA) into an advanced mechatronic system specifically, a Stewart platform, is investigated.Our previously research has demonstrated that the newly designed SBPA can generate forces exceeding 100 N, achieving a contraction ratio greater than 40% relative to its maximum length, and reaching motion speeds above 60 mm/s.Moreover, precise linear positioning within 10 m has been achieved through the application of a Linear Quadratic Regulator (LQR).To further evaluate the capabilities of the developed actuator, a six-degree-of-freedom Stewart platform was designed using three identical SBPAs.The 3D positioning of the platform was evaluated under open-loop control, using a camera-based system to track the displacement of key points on the platform for model identification and validation of the control results.The developed Stewart platform achieved a positioning error of 1.1% at the centre of the platform when all SBPAs were activated.Additionally, the platform's dynamic performance was assessed by actuating the SBPA with sinusoidal inputs at varying frequencies.At 1 Hz, the platform exhibited consistent vibrational motion, indicating its potential for use in vibration-based applications.This study advances the development of SBPAs and provides insight into their integration in complex mechatronic systems.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score0.664

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.041
GPT teacher head0.292
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it