Cross-silo human training in operational assembly: Integrating machine feedback for enhanced efficiency

2025-12-18

PRE

Kôsuke Nakamura

T. Ueyama

Masafumi Nishimura

Takayuki Nakano

Takahiro Aoki

Yoshitaka Yamamoto *

DOI：10.1016/j.cie.2025.111774

Original

Original request for help

Save

Abstract

En 中文

• Feasibility of AS (Action Segmentation) models for complex assembly work evaluated. • FIELDS system developed; collects real-time video for AS analysis. • Based on AS, FIELDS assesses proficiency; gives feedback on errors, order, time. • Experimental results show machine feedback improves trainee performance.

Cross-silo human training in operational assembly: Integrating machine feedback for enhanced efficiency

Abstract

Journal

Organization

Cited Papers

Citing Papers