NEST - DFAB, UMAR, SolAce: Floor Plans and Sensor Placements

Floor plans, sensor placements, and 3D models for the three NEST units DFAB, UMAR, and SolAce. The dataset was contributed by Philipp Heer and is listed as Open Access (green) on the paperswithcode platform. The specific scale, file formats, and update history are not detailed in the provided metadata.

Use Cases

• Generate digital twins of experimental building units based on the provided floor plans and 3D models.
• Plan and simulate sensor network coverage and data collection based on the documented sensor placements.
• Conduct comparative analysis of building layouts and systems across the three distinct NEST units.
• Train computer vision models for architectural element recognition using the floor plan images.

Strengths

• Includes data for three distinct experimental building units (DFAB, UMAR, SolAce).
• Covers multiple related data types: floor plans, sensor placements, and 3D models.

Limitations

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

Provenance

Source

Philipp Heer via paperswithcode