Predictive Maintenance in Marine Operations: IoT Sensor Logs and Supporting Data

This dataset supports the article “Predictive Maintenance in Marine Operations: Harnessing IoT and Analytics.”

It includes:

bandwidth_log.csv: bandwidth measurements from marine IoT systems

timeseries_sample.csv: sample time-series data for predictive modeling

event_labels.csv: labeled events for supervised learning validation

coral_embeddings.csv: embedded feature representations for anomaly detection

provenance_template.json: metadata describing dataset generation and structure

supporting_files_checklist.md: documentation of included files and usage notes

These files provide the raw and processed data used in predictive maintenance modeling, enabling reproducibility and further research on marine IoT-based operations.