Pecan Street: 15-Minute Household Electricity and Solar Data from Austin

15-minute interval data for household electricity consumption and solar generation, sourced from the Pecan Street smart grid project in Austin. The dataset is hosted on Kaggle, but the author, organization, and specific collection dates are not provided. The total number of rows, households, and file formats are unknown.

Use Cases

• Forecasting residential electricity load based on 15-minute consumption intervals.
• Analyzing the correlation between solar generation and grid consumption at a household level.
• Modeling energy self-sufficiency and net-metering scenarios using paired consumption and generation data.
• Benchmarking time-series forecasting algorithms on high-frequency energy data.

Strengths

• Data is collected at a high temporal resolution of 15-minute intervals.
• Includes paired measurements for both electricity consumption and on-site solar generation.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

Pecan Street smart grid project.

Collection Method

Likely collected via smart meters and sensors installed in participating Austin households.

Geography

Austin, Texas, USA.