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     ukfiremag.co.uk

     • AI could enable smarter infrastructure design, thereby lowering fire risks. Additionally, AI can assist in monitoring fire progression and gui ding evacuations, allowing firefighters to be better equipped to handle rapidly evolving fire situations, extinguish fires more quickly, rescue more individual s, and mini mize casualties.
     www.researchgate.net/publication/384434854_Applications_of_artificial_intelligence_in_enhancing_building_fire_safety

     Applications of artificial intelligence in enhancing building ...

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

   www.sciencedirect.com › science › article

   Jan 1, 2024 · This chapter introduces the use of artificial intelligence (AI) for building fire safety design and a demonstration software of Intelligent Fire Engineering Tool (IFETool). By training massive numerical fire modeling data, this AI tool can resolve the spatiotemporal features and hidden correlations in transient fire developments, so it can ...

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

   link.springer.com › chapter › 10

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   Jan 26, 2024 · Ultimately, the AI-powered design can enhance the overall building fire safety and reduce costs. This chapter introduces the latest intelligent design with potential applications, and each section focuses on a specific task in building fire safety design.

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

   www.sciencedirect.com › science › article

   Dec 1, 2022 · 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. www.firesafetysearch.com › artificial-intelligenceArtificial Intelligence in Fire Safety

   www.firesafetysearch.com › artificial-intelligence

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   May 27, 2024 · These include the following: AI Technologies in Fire Detection and Prevention. Machine Learning: Machine learning algorithms can analyze historical data to predict potential fire hazards.

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

   academic.oup.com › jcde › article

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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.

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

   www.researchgate.net › publication › 384434854

   This chapter outlines a roadmap for incorporating AI into building fire safety engineering, drawing comparisons to the evolution of Computational Fluid Dynamics (CFD) fire modeling.

8. People also ask

   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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   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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   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

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

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   Can AI design a fire-engineering design tool for a large-open space?

   • 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.

   AI-powered fire engineering design and smoke flow analysis for complex

   academic.oup.com/jcde/article/11/3/359/7693131

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9. www.researchgate.net › publication › 377546133_SmartSmart building fire safety design driven by artificial ...

   www.researchgate.net › publication › 377546133_Smart

   Jan 1, 2024 · Artificial Intelligence tool for fire safety design (IFETool): Demonstration in large open spaces. Article. Full-text available. Oct 2022. Yanfu Zeng. Xiaoning Zhang. Ling-Chu Su. Xinyan...