Trajectory-sweep inversion of normal force in precision belt grinding with load-dependent contact patch evolution

Precision abrasive belt grinding requires reliable inverse planning of path-varying normal force for deterministic material removal. The problem becomes challenging when force varies within the swept contact support, because force simultaneously changes the normal contact-stress field and the Hertzian contact-patch size. Conventional pointwise or centerline inversion relies on a local-constant assumption and may become structurally inconsistent under rapid force variation. This study proposes a trajectory-sweep forward operator (TSFO) that maps a one-dimensional normal-force trajectory to the material-removal field through a force-dependent Hertz–Preston swept contact patch. Based on TSFO, a trajectory-sweep inversion (TSI) method is developed to recover a continuous force trajectory by minimizing the full-field removal residual under the nonlinear sweep operator, while centerline explicit inversion (CEI) is constructed as a local baseline and evaluated using the same TSFO. Under ideal single-pass matched-model conditions, TSI maintains removal-map errors close to the numerical residual level. For two multi-scale targets, CEI produces map NRMSE values of 5.138% and 5.308%, whereas TSI reduces them to 0.015% and 0.012%, respectively. A sweep-scale force-gradient descriptor explains CEI residual migration into the path interior as force variation over the contact-support scale increases. The framework provides a physically consistent basis for inverse force-trajectory planning with force-dependent contact patches in abrasive belt grinding.

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Publication Details

Journal
CIRP journal of manufacturing science and technology
Published
2026-09-11
DOI
https://doi.org/10.1016/j.cirpj.2026.08.012
Primary Topic
Advanced Surface Polishing Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Trajectory-sweep inversion of normal force in precision belt grinding with load-dependent contact patch evolution

Wenxi Wang, Shaoze Yan
CIRP journal of manufacturing science and technology
Advanced Surface Polishing Techniques
article

Trajectory-sweep inversion of normal force in precision belt grinding with load-dependent contact patch evolution

Wenxi Wang, Shaoze Yan
article en

Abstract

Precision abrasive belt grinding requires reliable inverse planning of path-varying normal force for deterministic material removal. The problem becomes challenging when force varies within the swept contact support, because force simultaneously changes the normal contact-stress field and the Hertzian contact-patch size. Conventional pointwise or centerline inversion relies on a local-constant assumption and may become structurally inconsistent under rapid force variation. This study proposes a trajectory-sweep forward operator (TSFO) that maps a one-dimensional normal-force trajectory to the material-removal field through a force-dependent Hertz–Preston swept contact patch. Based on TSFO, a trajectory-sweep inversion (TSI) method is developed to recover a continuous force trajectory by minimizing the full-field removal residual under the nonlinear sweep operator, while centerline explicit inversion (CEI) is constructed as a local baseline and evaluated using the same TSFO. Under ideal single-pass matched-model conditions, TSI maintains removal-map errors close to the numerical residual level. For two multi-scale targets, CEI produces map NRMSE values of 5.138% and 5.308%, whereas TSI reduces them to 0.015% and 0.012%, respectively. A sweep-scale force-gradient descriptor explains CEI residual migration into the path interior as force variation over the contact-support scale increases. The framework provides a physically consistent basis for inverse force-trajectory planning with force-dependent contact patches in abrasive belt grinding.

CIRP journal of manufacturing science and technologyVol. 71
Chongqing University (CN)
Natural Science Foundation of Chongqing
Openalex Percentile: Top 20%
Advanced Surface Polishing Techniques
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