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1. link.springer.com › chapter › 10Artificial Intelligence Powered Building Fire Safety Design ...

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   Jan 26, 2024 · Potentially, AI can conduct more accurate and efficient fire safety designs, reduce manpower, and lower costs associated with redesigns and errors. Also, AI can provide more insights from massive data, improve collaboration between architects and engineers, and accelerate the review process [18].

2. www.firesafetysearch.com › artificial-intelligenceArtificial Intelligence in Fire Safety

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   May 27, 2024 · Furthermore, AI can analyze details from the fire scene – such as the location of fire debris and the presence of heat indicators – to regenerate the events leading up to the fire. This can greatly assist investigators in identifying suspects and determining the nature of the fire. However, AI can do more than help with fire investigations.

3. www.sciencedirect.com › science › articleSmart building fire safety design driven by artificial ...

   www.sciencedirect.com › science › article

   Jan 1, 2024 · AI model construction is the pioneering work of smart fire safety design. This section introduces the preparation of the numerical fire database and development of the deep learning networks, which aims to provide different engineering analyses for building fire safety, as shown in Fig. 5.3. Figure 5.3.

4. www.sciencedirect.com › science › articleArtificial Intelligence tool for fire safety design (IFETool ...

   www.sciencedirect.com › science › article

   Dec 1, 2022 · Fire modelling is a common practice in building fire safety analysis, but it is costly. This work develops an AI software, Intelligent Fire Engineering Tool (IFETool), to speed up the fire safety analysis and quickly identify design limits. A big numerical atrium-fire database is firstly formed by considering key building and fire parameters.

5. link.springer.com › chapter › 10Perspectives of Using Artificial Intelligence in Building ...

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   Jun 28, 2022 · Finally, three new concepts of applying AI in building fire safety are proposed, (1) the AI-based fire engineering design to improve the structure fire safety, (2) the building fire Digital Twin to monitoring the fire risk and development in real time, and (3) the Super Real-time Forecast (SuRF) of the fire evolution. Download chapter PDF.

6. www.researchgate.net › publication › 384434854Applications of artificial intelligence in enhancing building ...

   www.researchgate.net › publication › 384434854

   Furthermore, three novel concepts for applying AI in building fire safety. are proposed: (1) AI-driven fire engineering design to enhance structural fire safety, (2) the building-fire Digital Twin ...

7. People also ask

   Can AI improve fire safety analysis?

   • Abstract Fire modelling is a common practice in building fire safety analysis, but it is costly. This work develops an AI software, Intelligent Fire Engineering Tool (IFETool), to speed up the fire safety analysis and quickly identify design limits.

   Artificial Intelligence tool for fire safety design (IFETool

   www.sciencedirect.com/science/article/pii/S2214157X22007195

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   Can artificial intelligence be used for building fire safety design?

   • However, high-fidelity fire simulation is costly and difficult to analyze. This chapter introduces the use of artificial intelligence (AI) for building fire safety design and a demonstration software of Intelligent Fire Engineering Tool (IFETool).

   Smart building fire safety design driven by artificial intelligence

   www.sciencedirect.com/science/article/pii/B9780128240731000113

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   How AI can help a firefighter?

   • The AI can also help monitor the fire development and guide the fire evacuation, so that firefighters will be more prepared for the fast-changing fire, extinguish the fire faster, rescue more people, and minimize the casualty. Eventually, the fire casualties and damages can be reduced, so that the cost in reconstruction will be minimized.

   Perspectives of Using Artificial Intelligence in Building Fire Safety

   link.springer.com/chapter/10.1007/978-3-030-98685-8_6

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   What is AI in building fire safety design?

   • This chapter reviews the conventional approaches in building fire safety design and the latest smart design driven by Artificial Intelligence (AI) technologies. Today, fire engineers play a core while iterative role during the whole design process, including drawing, auditing, reviewing, and approving.

   Artificial Intelligence Powered Building Fire Safety Design Analysis

   link.springer.com/chapter/10.1007/978-3-031-48161-1_5

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   Can AI reshape fire safety design?

   • 1.2. AI-assisted fire design The recent developments of Artificial Intelligence (AI), especially the deep learning algorithm, have shown its potential in reshaping building fire safety design [3,24], structure fire resistance [, , , ], and fire detection and firefighting activities [, , , , ].

   Artificial Intelligence tool for fire safety design (IFETool

   www.sciencedirect.com/science/article/pii/S2214157X22007195

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   Can AI improve fire engineering design practice?

   • Then, we can code the AI algorithm into a more user-friendly software, Intelligent Fire Engineering Tool (IFETool) for fire engineering design practice (Fig. 8 b). The upgraded AI engine can consider more design variables, and the interested output was extended with gas temperature and CO concentration to meet the design demands.

   Artificial Intelligence Powered Building Fire Safety Design Analysis

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8. academic.oup.com › jcde › articleAI-powered fire engineering design and smoke flow analysis ...

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   Jun 13, 2024 · This study aims to develop an AI-driven automatic fire-engineering design tool for an atrium (or large-open space) because it is the most common and representative space in building fire safety analysis and PBD practices. Atriums are characterized by large, connected spaces with ceiling heights typically exceeding 10 m.