A novel IoT-based framework with Prognostics and Health Management and short term fire risk assessment in smart firefighting system

Y Wang, R Zheng, L Hou, M Li, W Li - Journal of Building Engineering, 2023 - Elsevier
In recent years,“smart firefighting” becomes a popular research topic which aims at
improving the efficiency of fire protection and safety. However, in existing smart firefighting …

[HTML][HTML] Special Issue on “Smart Systems in Fire Engineering”

MZ Naser, C Lautenberger, E Kuligowski - Fire Technology, 2021 - Springer
With the rise of transformative technologies: such as artificial intelligence (AI), Internet-of-
Things (IoT), robotics, sensors etc., the field of fire engineering and safety is embracing a …

A novel flow rate measurement method for fire hose based on vibration signal and neural network

D Lu, L Su - Flow Measurement and Instrumentation, 2024 - Elsevier
During fire incidents, it is imperative to monitor the flow rate of the fire hoses. Due to the
constraints imposed by the fire scene, vibration-based flow measurement technique has …

Data-Driven Wireless Fire Hose Flow Rate Apparatus

CU Brown, GW Vogl, WC Tam - Intelligent Building Fire Safety and Smart …, 2024 - Springer
A wireless sensor network was created to measure water-flow rate in a fire hose. An
integrated electronic piezoelectric (IEPE) accelerometer was chosen as the sensor to …

Ensemble learning in the estimation of flow types and velocities of individual phases in multiphase flow using non-intrusive accelerometers' and process pressure data

R Yan, H Viumdal, K Fjalestad… - 2022 IEEE Sensors …, 2022 - ieeexplore.ieee.org
in oil and gas industries. Accurately identifying flow types and estimating flow velocities of
the individual phases are crucial for different purposes, such as observing the process status …