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Updated: Jun 12, 2025

Interactive and Visualized Online Experimentation System for Engineering Education and Research
Published on: November 24, 2021
Dataset of an operating education modular building for simulation and artificial intelligence
Pierre-Antoine Cormier1, Quentin Laporte-Chabasse1, Maël Guiraud2
1CESI LINEACT, Campus CESI Orléans, 1 allée du Titane, 45100 Orléans, France.
This study shares building energy data to aid research in energy efficiency. The dataset supports developing and testing models for reduced energy consumption and improved occupant comfort.
Area of Science:
- Building Science
- Energy Efficiency
- Sustainable Architecture
Background:
- Buildings significantly impact the environment, making energy efficiency crucial.
- Current methods for improving building energy efficiency often require real-world data for validation.
- Occupant comfort and system monitoring are key aspects of building energy management.
Purpose of the Study:
- To provide a comprehensive dataset from a modular educational building.
- To support research in physical modeling, artificial intelligence, and data-driven approaches for energy efficiency.
- To facilitate the development of strategies for optimizing building energy consumption and occupant comfort.
Main Methods:
- Deployment of over 150 sensors and actuators for comprehensive building monitoring.
- Collection of a year's worth of data on indoor physical parameters.
- Recording of operating conditions for all building systems.
Main Results:
- A detailed dataset capturing the building's physical behavior over one year.
- Data includes indoor environmental parameters and system operational status.
- The dataset enables analysis of energy consumption patterns and comfort levels.
Conclusions:
- The shared dataset serves as a valuable resource for the building energy research community.
- Facilitates the creation and validation of advanced energy efficiency models.
- Contributes to advancing sustainable practices in the building sector.
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