Next Article in Journal
Machine Learning Techniques for Chemical Identification Using Cyclic Square Wave Voltammetry
Previous Article in Journal
Performance and Analysis of Feature Tracking Approaches in Laser Speckle Instrumentation
Open AccessArticle

SmartFire: Intelligent Platform for Monitoring Fire Extinguishers and Their Building Environment

1
Mechanical Engineering Department, University of Salamanca, 49022 Zamora, Spain
2
BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007 Salamanca, Spain
3
Air Institute, IoT Digital Innovation Hub (Spain), Carbajosa de la Sagrada, 37188 Salamanca, Spain
4
Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, Osaka 535-8585, Japan
5
Pusat Komputeran dan Informatik, Universiti Malaysia Kelantan, Karung Berkunci 36, Pengkaan Chepa, Kota Bharu 16100, Kelantan, Malaysia
*
Authors to whom correspondence should be addressed.
Sensors 2019, 19(10), 2390; https://doi.org/10.3390/s19102390
Received: 12 April 2019 / Revised: 17 May 2019 / Accepted: 23 May 2019 / Published: 25 May 2019
(This article belongs to the Special Issue Artificial Intelligence and Blockchain in Wireless Sensors Networks)
Due to fire protection regulations, a minimum number of fire extinguishers must be available depending on the surface area of each building, industrial establishment or workplace. There is also a set of rules that establish where the fire extinguisher should be placed: always close to the points that are most likely to be affected by a fire and where they are visible and accessible for use. Fire extinguishers are pressure devices, which means that they require maintenance operations that ensure they will function properly in the case of a fire. The purpose of manual and periodic fire extinguisher checks is to verify that their labeling, installation and condition comply with the standards. Security seals, inscriptions, hose and other seals are thoroughly checked. The state of charge (weight and pressure) of the extinguisher, the bottle of propellant gas (if available), and the state of all mechanical parts (nozzle, valves, hose, etc.) are also checked. To ensure greater safety and reduce the economic costs associated with maintaining fire extinguishers, it is necessary to develop a system that allows monitoring of their status. One of the advantages of monitoring fire extinguishers is that it will be possible to understand what external factors affect them (for example, temperature or humidity) and how they do so. For this reason, this article presents a system of soft agents that monitors the state of the extinguishers, collects a history of the state of the extinguisher and environmental factors and sends notifications if any parameter is not within the range of normal values.The results rendered by the SmartFire prototype indicate that its accuracy in calculating pressure changes is equivalent to that of a specific data acquisition system (DAS). The comparative study of the two curves (SmartFire and DAS) shows that the average error between the two curves is negligible: 8% in low pressure measurements (up to 3 bar) and 0.3% in high pressure (above 3 bar). View Full-Text
Keywords: fire extinguishers; monitoring; SmartFire; soft agents systems fire extinguishers; monitoring; SmartFire; soft agents systems
Show Figures

Figure 1

MDPI and ACS Style

Garcia-Martin, R.; González-Briones, A.; Corchado, J.M. SmartFire: Intelligent Platform for Monitoring Fire Extinguishers and Their Building Environment. Sensors 2019, 19, 2390.

Show more citation formats Show less citations formats
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Article Access Map

1
Back to TopTop