Ausgabe 6/2021
Special Issue on Smart Systems in Fire Engineering
Inhalt (19 Artikel)
Special Issue on “Smart Systems in Fire Engineering”
M. Z. Naser, Chris Lautenberger, Erica Kuligowski
Wildland Fire Burned Areas Prediction Using Long Short-Term Memory Neural Network with Attention Mechanism
Zhongzhi Li, Yufeng Huang, Xiaoxue Li, Lei Xu
Identifying Community Fire Hazards from Citizen Communication by Applying Transfer Learning and Machine Learning Techniques
Zhao-Ge Liu, Xiang-Yang Li, Grunde Jomaas
Investigation on the Tunnel Curvature Effect upon the Ceiling Temperature of Tunnel Fires: A Numerical Simulation
Kaihua Lu, Kaihua Xia, Congling Shi, Manjiang Yang, Jie Wang, Yanming Ding
Deep-Learning Emulators of Transient Compartment Fire Simulations for Inverse Problems and Room-Scale Calorimetry
Tyler Buffington, Jan-Michael Cabrera, Andrew Kurzawski, Ofodike A. Ezekoye
Bayesian Inference of Fire Evolution Within a Compartment Using Heat Flux Measurements
Jan-Michael Cabrera, Ofodike A. Ezekoye, Robert D. Moser
Hierarchical Temporal Memory Continuous Learning Algorithms for Fire State Determination
Noah L. Ryder, Justin A. Geiman, Elizabeth J. Weckman
Real-Time Fire Detection Algorithm Based on Support Vector Machine with Dynamic Time Warping Kernel Function
Jaeseung Baek, Taha J. Alhindi, Young-Seon Jeong, Myong K. Jeong, Seongho Seo, Jongseok Kang, Jaekyung Choi, Hyunsang Chung
Thermal Analysis Infrastructure in OpenSees for Fire and its Smart Application Interface Towards Natural Fire Modelling
Liming Jiang, Yaqiang Jiang, Zixin Zhang, Asif Usmani
Sensors and Machine Learning Models to Prevent Cooktop Ignition and Ignore Normal Cooking
Amy E. Mensch, Anthony Hamins, Wai Cheong Tam, Z. Q. John Lu, Kathryn Markell, Christina You, Matthew Kupferschmid
Semantic Fire Segmentation Model Based on Convolutional Neural Network for Outdoor Image
Han-Soo Choi, Myeongho Jeon, Kyungmin Song, Myungjoo Kang
Single Image Desmoking via Attentive Generative Adversarial Network for Smoke Detection Process
Yufeng Huang, Xiang Chen, Lei Xu, Kaiyuan Li
Prototyping and Validating a Non-immersive Virtual Reality Serious Game for Healthcare Fire Safety Training
Anass Rahouti, Ruggiero Lovreglio, Sélim Datoussaïd, Thierry Descamps
The Use of Machine Learning for the Prediction of fire Resistance of Composite Shallow Floor Systems
Yavor Panev, Panagiotis Kotsovinos, Susan Deeny, Graeme Flint
Smart Smoke Control as an Efficient Solution for Smoke Ventilation in Converted Cellars of Historic Buildings
Wojciech Węgrzyński, Grzegorz Krajewski, Grzegorz Kimbar
Measuring Water Flow Rate for a Fire Hose Using a Wireless Sensor Network for Smart Fire Fighting
Christopher U. Brown, Gregory W. Vogl, Wai Cheong Tam
Potential of Surrogate Modelling for Probabilistic Fire Analysis of Structures
Ranjit Kumar Chaudhary, Ruben Van Coile, Thomas Gernay
A Framework for Intelligent Fire Detection and Evacuation System
Islam Gomaa, Masoud Adelzadeh, Steven Gwynne, Bruce Spencer, Yoon Ko, Noureddine Bénichou, Chunyun Ma, Nour Elsagan, Dana Duong, Ehab Zalok, Max Kinateder