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Introduction

This repository contains the schemas and rdf graphs developed for the CIB 2024 paper "Adaptable Model Predictive Controller Design for Demand Side Management using Semantic Web Technologies".

Folder structure

ttl/schemas

Contains the proposed schemas for, MPC (mpcSCHEMA.ttl), Building Load Forecasting Algorithm (forecastmodelSCHEMA.ttl), Electric Vehicle Schedule Algorithm (evscheduleSCHEMA.ttl), and Smart Building Algorithm Schema (sbaSCHEMA.ttl).

ttl/artifact graphs

Contains the instantiated artifact graphs of the MPC, building load forecasting algorithm, and EV schedule algorithm.

ttl/shape_graphs

Contains the SHACL shape graphs generated using the artifact graphs.

ttl/building2_graphs

Contains the semantic graphs of a building for testing the proposed validation. TimeseriesID values are intentionally removed.

Demonstration

demo.ipynb notebook demonstrates the usage of artifact graphs for generating shape graphs and validating with a different building graph.