November 9, 2025SAE technical papers on CD-ROM/SAE technical paper series

Digital Solution Using Immersive Technology for Field Failure

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Authors

VNVivek NankeryJohn Deere (Germany)SSSandeep savadattiJohn Deere (Germany)ASAtul SheteJohn Deere (Germany)

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Implication

Analysis reveals over 90% prediction accuracy for warranty claims using immersive technology, highlighting enhanced classification through a 3D model.

Key Points

Improved warranty claim classification achieved through immersive technology methods.
Over 90% prediction accuracy reached using machine learning algorithms on warranty datasets.
Analysis involves utilizing augmented and virtual reality for visualizing claims in a 3D model.
Enhanced visualization significantly aids in classifying and prioritizing field failures for rapid resolutions.

Cite This Study

Nankery et al. (2025) studied this question.

synapsesocial.com/papers/690fdcdaf60c54d04ea37ef1 https://doi.org/10.4271/2025-28-0306

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Implication

Analysis reveals over 90% prediction accuracy for warranty claims using immersive technology, highlighting enhanced classification through a 3D model.

Digital Solution Using Immersive Technology for Field Failure

Discussion

Member takes

Implication

Key Points

Cite This Study

Digital Solution Using Immersive Technology for Field Failure

Discussion

Member takes

Implication

Key Points

Cite This Study

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Also Consider