Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386101887> ?p ?o ?g. }
- W4386101887 endingPage "107624" @default.
- W4386101887 startingPage "107624" @default.
- W4386101887 abstract "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 systems: (1) state and analog firefighting IoT data are not fully utilized; (2) fire risk assessment requires a long time to update; (3) few existing works can recognize faults and forecast potential risks with both temporal and spatial information from multiple IoT sensors. Therefore, a novel framework is proposed to solve the above problems as follows: (1) Short-term Fire Risk Assessment (SFRA) is proposed by considering the working status, maintenance and rectification performance of firefighting facilities based on IoT state data; (2) Prognostics and Health Management (PHM) algorithms are applied in the fire safety field for the first time to detect faults and forecast potential risks with temporal and spatial information with IoT analog data from single or multiple sensors. A case study is carried out in a building in Shanghai and a smart firefighting system is deployed with the edge computing gateway. The experimental results of the SFRA and PHM are presented and analyzed in details. The performance evaluation and comparison results are presented with multiple metrics. The reliability of the proposed framework is discussed. The case study concluded that the proposed framework extends the utilization of IoT data, improves the efficiency of fire risk assessment and enhances the accuracy of faults detection and potential risk forecast. Moreover, the deployed firefighting system improves the data privacy and computational efficiency." @default.
- W4386101887 created "2023-08-24" @default.
- W4386101887 creator A5012443625 @default.
- W4386101887 creator A5017766424 @default.
- W4386101887 creator A5023131856 @default.
- W4386101887 creator A5048505690 @default.
- W4386101887 creator A5082038336 @default.
- W4386101887 date "2023-11-01" @default.
- W4386101887 modified "2023-10-18" @default.
- W4386101887 title "A novel IoT-based framework with Prognostics and Health Management and short term fire risk assessment in smart firefighting system" @default.
- W4386101887 cites W1203124439 @default.
- W4386101887 cites W1534822136 @default.
- W4386101887 cites W1976041460 @default.
- W4386101887 cites W1981332998 @default.
- W4386101887 cites W1991608983 @default.
- W4386101887 cites W1991867477 @default.
- W4386101887 cites W2000317690 @default.
- W4386101887 cites W2001513986 @default.
- W4386101887 cites W2007040031 @default.
- W4386101887 cites W2017103958 @default.
- W4386101887 cites W2018571157 @default.
- W4386101887 cites W2026813901 @default.
- W4386101887 cites W2033081441 @default.
- W4386101887 cites W2045649941 @default.
- W4386101887 cites W2056117586 @default.
- W4386101887 cites W2057283314 @default.
- W4386101887 cites W2058541349 @default.
- W4386101887 cites W2080011176 @default.
- W4386101887 cites W2094891940 @default.
- W4386101887 cites W2107146446 @default.
- W4386101887 cites W2158449659 @default.
- W4386101887 cites W2192695509 @default.
- W4386101887 cites W2784200919 @default.
- W4386101887 cites W2785435926 @default.
- W4386101887 cites W2796879830 @default.
- W4386101887 cites W2896266079 @default.
- W4386101887 cites W2912848477 @default.
- W4386101887 cites W2913393420 @default.
- W4386101887 cites W2915288569 @default.
- W4386101887 cites W2951006205 @default.
- W4386101887 cites W3002051683 @default.
- W4386101887 cites W3016097478 @default.
- W4386101887 cites W3018215136 @default.
- W4386101887 cites W3021631591 @default.
- W4386101887 cites W3025923476 @default.
- W4386101887 cites W3034446654 @default.
- W4386101887 cites W3041059941 @default.
- W4386101887 cites W3047236400 @default.
- W4386101887 cites W3091357257 @default.
- W4386101887 cites W3107982700 @default.
- W4386101887 cites W3113363555 @default.
- W4386101887 cites W3127927364 @default.
- W4386101887 cites W3157356981 @default.
- W4386101887 cites W3177836862 @default.
- W4386101887 cites W3187187082 @default.
- W4386101887 cites W3210078402 @default.
- W4386101887 cites W4214844843 @default.
- W4386101887 cites W4226343570 @default.
- W4386101887 cites W4244024201 @default.
- W4386101887 cites W4280627372 @default.
- W4386101887 cites W4292822538 @default.
- W4386101887 cites W4313388745 @default.
- W4386101887 doi "https://doi.org/10.1016/j.jobe.2023.107624" @default.
- W4386101887 hasPublicationYear "2023" @default.
- W4386101887 type Work @default.
- W4386101887 citedByCount "0" @default.
- W4386101887 crossrefType "journal-article" @default.
- W4386101887 hasAuthorship W4386101887A5012443625 @default.
- W4386101887 hasAuthorship W4386101887A5017766424 @default.
- W4386101887 hasAuthorship W4386101887A5023131856 @default.
- W4386101887 hasAuthorship W4386101887A5048505690 @default.
- W4386101887 hasAuthorship W4386101887A5082038336 @default.
- W4386101887 hasConcept C112930515 @default.
- W4386101887 hasConcept C121332964 @default.
- W4386101887 hasConcept C127413603 @default.
- W4386101887 hasConcept C129364497 @default.
- W4386101887 hasConcept C144133560 @default.
- W4386101887 hasConcept C163258240 @default.
- W4386101887 hasConcept C178790620 @default.
- W4386101887 hasConcept C185592680 @default.
- W4386101887 hasConcept C200601418 @default.
- W4386101887 hasConcept C202444582 @default.
- W4386101887 hasConcept C33923547 @default.
- W4386101887 hasConcept C41008148 @default.
- W4386101887 hasConcept C43214815 @default.
- W4386101887 hasConcept C557531904 @default.
- W4386101887 hasConcept C62520636 @default.
- W4386101887 hasConcept C9652623 @default.
- W4386101887 hasConceptScore W4386101887C112930515 @default.
- W4386101887 hasConceptScore W4386101887C121332964 @default.
- W4386101887 hasConceptScore W4386101887C127413603 @default.
- W4386101887 hasConceptScore W4386101887C129364497 @default.
- W4386101887 hasConceptScore W4386101887C144133560 @default.
- W4386101887 hasConceptScore W4386101887C163258240 @default.
- W4386101887 hasConceptScore W4386101887C178790620 @default.
- W4386101887 hasConceptScore W4386101887C185592680 @default.
- W4386101887 hasConceptScore W4386101887C200601418 @default.
- W4386101887 hasConceptScore W4386101887C202444582 @default.