Results of Cost Parameter Sensitivity Analysis for Power Equipment Maintenance

A 5.5 KB Excel file containing results from a sensitivity analysis of cost parameters for a dynamic maintenance cycle adjustment algorithm. The dataset was authored by Yuping Yan and last updated on May 22, 2026. It originates from research proposing an algorithm to optimize substation equipment maintenance based on condition-based operation and maintenance data.

Use Cases

• Analyzing the relationship between planned maintenance cost and failure cost for substation equipment.
• Calibrating parameters for dynamic maintenance cycle adjustment algorithms.
• Benchmarking the performance of condition-based maintenance frameworks in power systems.
• Sensitivity analysis of cost parameters to minimize total maintenance expenditure.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Released under a permissive CC-BY-4.0 license, allowing for broad reuse.
• Last update timestamp is precisely recorded (2026-05-22 17:27:11).

Limitations

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

Provenance

Source

figshare

Collection Method

Likely generated from experimental results of a proposed maintenance algorithm.

Time Range

The analysis timeframe is not specified in the provided metadata.

Freshness

Last updated 2026-05-22 17:27:11; freshness should be verified.

Geography

Geographic scope is not specified in the provided metadata.