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AI-assisted building knowledge extraction and standardization pipeline for energy analysis

Tietoaineisto

Description

This repository provides an AI-assisted pipeline for extracting and standardizing building knowledge from heterogeneous and unstructured documents for energy analysis. The workflow integrates document parsing, information extraction, and schema-based normalization to produce structured, machine-readable representations of building systems, including metadata, envelope, HVAC, energy systems, and measurement data.

The structured outputs enable consistent interpretation of building information and support data-driven energy analysis. The repository includes the full implementation, example data, and generated outputs to ensure reproducibility and facilitate reuse in research and practical applications.
Koska saatavilla9 huhtik. 2026
JulkaisijaZenodo

Dataset Licences

  • CC-BY-4.0

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