Pudu Robot Operation Logs for Predictive Maintenance, 2025-2026 Capstone

Bahçeşehir University's 2025-2026 capstone project provides a database snapshot of Pudu robot operation logs. The interdisciplinary Computer Engineering and Industrial Engineering project focuses on fault prediction and diagnostics. The dataset was published by author Lightcap on Hugging Face in May 2026.

Use Cases

• Training fault detection models based on robot operation logs mentioned in the description.
• Developing predictive maintenance schedules based on operational patterns.
• Analyzing robot performance and failure modes for reliability engineering.

Strengths

• Dataset originates from a structured academic capstone project at Bahçeşehir University.
• Explicitly designed for predictive maintenance and fault detection applications.
• Published on a major platform (Hugging Face) with a specific snapshot date of 2026-05-02.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and file formats are unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Bahçeşehir University Faculty of Engineering and Natural Sciences capstone project.

Collection Method

Raw robot-operation database snapshot.

Time Range

Project completed during the 2025-2026 Spring semester.

Freshness

Last updated 2026-05-02 21:01:04; freshness should be verified.

Geography

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