TransGrid-CostOpt: Cost Prediction for Distribution Network Assets

TransGrid-CostOpt is a 5.5 KB Excel dataset associated with a hybrid transformer framework for predicting and optimizing costs of distribution network assets. Wei Xiong authored this dataset, which was last updated on May 29, 2026. Its small size suggests it likely contains a focused set of model results or parameters.

Use Cases

• Training cost prediction models based on distribution network asset features.
• Benchmarking optimization algorithms for asset management decisions.
• Analyzing the relationship between asset parameters and associated costs.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Released under the permissive CC-BY-4.0 license, allowing for broad reuse.

Limitations

• Row count is unknown, which may limit suitability assessment.
• 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

Freshness

Last updated 2026-05-29 17:40:53; freshness should be verified.