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Introduction

This repository contains the schemas and semantic models developed for the Energy and Buildings paper "A semantic approach to portable data-driven Model Predictive Control systems design".

Folder structure

config

Contains the generated configuration files.

OpenAPI

Contains the OpenAPI specification of each modular service in the MPC System.

shacl

Contains the semantic graphs of the virtual building that was used for testing semantic-driven portability service.

sparql

Contains the sparql queries used to query the metadata schemes and semantic building graphs.

ttl/metadata_schemes/new_schemes

Contains the reused and proposed schemas for, MPC (mpc_schema.ttl), Forecasting Algorithm (forecast_schema.ttl), and Smart Building Algorithm Schema (sba-schema.ttl).

ttl/metadata_schemes/extensions

Contains the extensions to the existing ontologies. Brick ontology extension for ev related concepts (brick-ev.ttl), Ref ontology extensions for timeseries reference extensions (ref-ext), and PEP ontology extensions for extended procedures (pep-ext).

ttl/metadata_schemes/algoritms

Contains the metadata schemes developed for particular algorithms related to modular services of the MPC System.

ttl/building1

Contains the semantic graphs of the original building that was used for testing the MPC System.

ttl/building2

Contains the semantic graphs of the virtual building that was used for testing semantic-driven portability service.

validation

Contains the shacl validation reports of the two test buildings.

Demonstration

demo.ipynb notebook demonstrates the usage of metadata schemes.