操作教育模块化建筑用于模拟和人工智能的数据集
Pierre-Antoine Cormier1, Quentin Laporte-Chabasse1, Maël Guiraud2
1CESI LINEACT, Campus CESI Orléans, 1 allée du Titane, 45100 Orléans, France.
Data in brief
|September 23, 2024
概括
本研究分享了建筑能源数据,以帮助能源效率研究. 该数据集支持开发和测试用于减少能源消耗和提高乘客舒适度的模型.
科学领域:
- 建筑科学 建筑科学
- 能源效率 能源效率 能源效率
- 可持续的建筑 可持续的建筑
背景情况:
- 建筑物对环境产生重大影响,使得能源效率至关重要.
- 目前改善建筑能效的方法往往需要真实世界的数据来验证.
- 乘客舒适度和系统监控是建筑能源管理的关键方面.
研究的目的:
- 从模块化教育建筑提供全面的数据集.
- 支持物理建模,人工智能和数据驱动的能源效率方法的研究.
- 促进制定优化建筑能耗和居住者舒适度的战略.
主要方法:
- 部署超过150个传感器和执行器,用于全面监控建筑物.
- 收集一年内有关室内物理参数的数据.
- 记录所有建筑系统的操作条件.
主要成果:
- 一个详细的数据集捕捉了建筑物的物理行为超过一年.
- 数据包括室内环境参数和系统运行状态.
- 该数据集可以分析能源消耗模式和舒适度.
结论:
- 共享数据集是建筑能源研究社区的宝贵资源.
- 促进创建和验证先进的能源效率模型.
- 为推动建筑行业的可持续实践做出贡献.
相关概念视频
Clearance Models: Compartment Models
56
Clearance measures drug elimination from the central compartment, including plasma and highly perfused organs like kidneys and liver. Its calculation varies depending on pharmacokinetic models and administration routes. The one-compartment model, for instance, portrays the pharmacokinetics of polar drugs such as aminoglycoside antibiotics administered intravenously and readily excreted in urine. In this case, clearance is influenced by the terminal rate constant (λz) and the total volume...
56
Multi-input and Multi-variable systems
101
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
In the absence...
101
Control Systems: Applications
581
Electrical engineering plays a pivotal role in our daily lives, with control systems at the heart of many applications, from home appliances to sophisticated space shuttles. Control systems manage and regulate the behavior of devices and processes, ensuring they function safely, correctly, and efficiently.
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
581
Three-Compartment Open Model
164
The three-compartment open model is a pharmacokinetic model used to describe the distribution and elimination of drugs following extravascular administration. It comprises a central compartment representing the plasma and two peripheral compartments. The highly perfused peripheral compartment represents organs and tissues with a rich blood supply, such as the liver, kidneys, and lungs. The scarcely perfused peripheral compartment represents tissues with lower blood supply, such as adipose...
164
Virtual Work for a System of Connected Rigid Bodies
371
Virtual work is a powerful method used to solve problems involving several connected rigid bodies. When the system is in equilibrium, virtual work is zero. This allows the calculation of the resulting forces when a system undergoes a virtual displacement. When attempting to analyze such a system, first, use a free-body diagram, where an independent coordinate represents the configuration of the links, and mark its deflected position resulting from the positive virtual displacement.
Next,...
Next,...
371
Modeling and Similitude
249
Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
249


