AI RESEARCH
Imagery Dataset for Remaining Useful Life Estimation of Synthetic Fibre Ropes
arXiv CS.LG
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ArXi:2605.04262v1 Announce Type: cross Remaining useful life (RUL) estimation of synthetic fibre ropes (SFRs) is critical for safe operation in offshore-crane, wind turbine installation, and heavy-load handling applications, where rope failure can result in catastrophic safety incidents and costly downtime. Despite growing research interest in data-driven condition monitoring, there is no publicly available image dataset that captures the complete degradation lifecycle of SFRs under controlled cyclic fatigue.