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Zhang X, Tian M, Li J. Investigating the influencing factors and prediction models of skin burns for firefighters' occupational safety. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2024; 30:663-676. [PMID: 38516740 DOI: 10.1080/10803548.2024.2327869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
Relevant studies in the fields of fire safety, occupational health and firefighter clothing were analyzed in this study to address the high injury rate among firefighters during fire rescue and the complexity of factors affecting skin burns. The findings indicate that the degree of skin burns in firefighters is primarily influenced by the heat source (heat flux, type), firefighter clothing (fabric, pattern) and the under-clothing air gap (thickness, characteristics). Since skin burns cannot be directly measured, internal skin heat transfer and burn prediction models are commonly employed to assess the impact of external factors on skin burns. These models can predict the safe working distance or time for firefighters. Investigating the influencing factors and prediction models of skin burns among firefighters holds significant value in enhancing operating procedures, optimizing firefighter clothing design and effectively preventing skin burns.
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Affiliation(s)
- Xinyu Zhang
- College of Fashion and Design, Donghua University, People's Republic of China
| | - Miao Tian
- College of Fashion and Design, Donghua University, People's Republic of China
- Protective Clothing Research Center, Donghua University, People's Republic of China
- Key Laboratory of Clothing Design and Technology, Donghua University, People's Republic of China
| | - Jun Li
- College of Fashion and Design, Donghua University, People's Republic of China
- Protective Clothing Research Center, Donghua University, People's Republic of China
- Key Laboratory of Clothing Design and Technology, Donghua University, People's Republic of China
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Multilayer In Vitro Human Skin Tissue Platforms for Quantitative Burn Injury Investigation. Bioengineering (Basel) 2023; 10:bioengineering10020265. [PMID: 36829759 PMCID: PMC9952576 DOI: 10.3390/bioengineering10020265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 02/01/2023] [Accepted: 02/06/2023] [Indexed: 02/19/2023] Open
Abstract
This study presents a multilayer in vitro human skin platform to quantitatively relate predicted spatial time-temperature history with measured tissue injury response. This information is needed to elucidate high-temperature, short-duration burn injury kinetics and enables determination of relevant input parameters for computational models to facilitate treatment planning. Multilayer in vitro skin platforms were constructed using human dermal keratinocytes and fibroblasts embedded in collagen I hydrogels. After three seconds of contact with a 50-100 °C burn tip, ablation, cell death, apoptosis, and HSP70 expression were spatially measured using immunofluorescence confocal microscopy. Finite element modeling was performed using the measured thermal characteristics of skin platforms to determine the temperature distribution within platforms over time. The process coefficients for the Arrhenius thermal injury model describing tissue ablation and cell death were determined such that the predictions calculated from the time-temperature histories fit the experimental burn results. The activation energy for thermal collagen ablation and cell death was found to be significantly lower for short-duration, high-temperature burns than those found for long-duration, low-temperature burns. Analysis of results suggests that different injury mechanisms dominate at higher temperatures, necessitating burn research in the temperature ranges of interest and demonstrating the practicality of the proposed skin platform for this purpose.
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Lei Y, Wang F, Yang J. An Extended Model for Analyzing the Heat Transfer in the Skin-Microenvironment-Fabric System during Firefighting. MATERIALS (BASEL, SWITZERLAND) 2023; 16:487. [PMID: 36676222 PMCID: PMC9861873 DOI: 10.3390/ma16020487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/15/2022] [Accepted: 12/28/2022] [Indexed: 06/17/2023]
Abstract
This study proposed an extended multi-layer heat transfer model to simulate skin burns of firefighters during firefighting. The proposed model takes into account the effect of fabric movement frequencies, fabric movement amplitudes and human body movement speeds on the heat transfer between the skin and the heat source under low-level radiative exposure. The simulation performance was validated against the simulations in the published literature in terms of the heat transfer in the multi-layer fabric system, skin temperature and skin burns. The results indicated that the fabric periodic movement caused by human body movement decreased the time to skin burns and the skin temperature increased with increasing fabric movement amplitude. During firefighting, the time to 2nd degree burn was 33.3-35.2% shorter at medium human body movement speed than at low and high movement speeds. Furthermore, at low movement speeds, the time to 2nd degree burn was negatively associated with fabric movement amplitude, whereas it was delayed by 12.9-29.8% at the fabric movement amplitude of 2.5 mm at medium and high human body movement speeds. This research provides foundational knowledge for the development of a new generation of firefighters' protective clothing (FPC) and the assessment of skin burns in firefighters.
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Affiliation(s)
| | | | - Jie Yang
- Correspondence: ; Tel.: +86-136-6925-8437
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The Protective Performance of Process Operators' Protective Clothing and Exposure Limits under Low Thermal Radiation Conditions. BIOLOGY 2022; 11:biology11081222. [PMID: 36009849 PMCID: PMC9405019 DOI: 10.3390/biology11081222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 08/02/2022] [Accepted: 08/10/2022] [Indexed: 12/02/2022]
Abstract
During the early stage of a fire, a process operator often acts as the first responder and may be exposed to high heat radiation levels. The present limit values of long- (>15 min) and short-term exposure (<5 min), 1.0 and 1.5 kW/m2, respectively, have been set using physiological models and manikin measurements. Since human validation is essentially lacking, this study investigated whether operators’ protective clothing offers sufficient protection during a short-term deployment. Twelve professional firefighters were exposed to three radiation levels (1.5, 2.0, and 2.5 kW/m2) when wearing certified protective clothing in front of a heat radiation panel in a climatic chamber (20 °C; 50% RH). The participants wore only briefs (male) or panties and a bra (female) and a T-shirt under the operators’ clothing. Skin temperatures were continuously measured at the chest, belly, forearm, thigh, and knee. The test persons had to stop if any skin temperature reached 43 °C, at their own request, or when 5 min of exposure was reached. The experiments showed that people in operators’ clothing can be safely exposed for 5 min to 1.5 kW/m2, up to 3 min to 2.0 kW/m2, and exposure to 2.5 kW/m2 or above must be avoided unless the clothing can maintain an air gap.
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Pabitha C, Vanathi B. Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading. Neural Process Lett 2020. [DOI: 10.1007/s11063-020-10387-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Zhai L, Adlhart C, Spano F, Innocenti Malini R, Piątek AK, Li J, Rossi RM. Prediction of Steam Burns Severity using Raman Spectroscopy on ex vivo Porcine Skin. Sci Rep 2018; 8:6946. [PMID: 29720680 PMCID: PMC5932075 DOI: 10.1038/s41598-018-24647-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 04/06/2018] [Indexed: 12/02/2022] Open
Abstract
Skin burns due to accidental exposure to hot steam have often been reported to be more severe than the ones occurring from dry heat. While skin burns due to flames or radiant heat have been thoroughly characterized, the mechanisms leading to steam burns are not well understood and a conundrum still exists: can second degree burns occur without destruction of the epidermis, i.e. even before first degree burns are detected? Skin permeability is dependent both on temperature and on the kinetic energy of incoming water molecules. To investigate the mechanism underlying the injuries related to steam exposure, we used porcine skin as an ex vivo model. This model was exposed to either steam or dry heat before measuring the skin hydration via confocal Raman microspectroscopy. The results show that during the first minute of exposure to steam, the water content in both the epidermis and dermis increases. By analyzing different mechanisms of steam diffusion through the multiple skin layers, as well as the moisture-assisted bio-heat transfer, we provide a novel model explaining why steam burns can be more severe, and why steam can penetrate deeper and much faster than an equivalent dry heat.
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Affiliation(s)
- Lina Zhai
- Protective Clothing Research Center, College of Fashion and Design, Donghua University, 200051, Shanghai, China.,Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, CH-9014, St. Gallen, Switzerland
| | - Christian Adlhart
- Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, ZHAW, CH-8820, Wädenswil, Switzerland
| | - Fabrizio Spano
- Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, CH-9014, St. Gallen, Switzerland
| | - Riccardo Innocenti Malini
- Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, CH-9014, St. Gallen, Switzerland
| | - Agnieszka K Piątek
- Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, CH-9014, St. Gallen, Switzerland
| | - Jun Li
- Protective Clothing Research Center, College of Fashion and Design, Donghua University, 200051, Shanghai, China.,Key Laboratory of Clothing Design & Technology, Ministry of Education, Shanghai, 200051, China
| | - René M Rossi
- Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, CH-9014, St. Gallen, Switzerland.
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He J, Lu Y, Chen Y, Li J. Investigation of the thermal hazardous effect of protective clothing caused by stored energy discharge. JOURNAL OF HAZARDOUS MATERIALS 2017; 338:76-84. [PMID: 28531661 DOI: 10.1016/j.jhazmat.2017.05.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 04/26/2017] [Accepted: 05/08/2017] [Indexed: 06/07/2023]
Abstract
In addition to direct thermal energy from a heating source, a large amount of thermal energy stored in clothing will continuously discharge to skin after exposure. Investigating the thermal hazardous effect of clothing caused by stored energy discharge is crucial for the reliability of thermal protective clothing. In this study several indices were proposed and applied to evaluate the impact of thermal energy discharge on human skin. The heat discharge from different layers of fabric systems was investigated, and the influences of air gaps and applied compression were examined. Heat fluxes at the boundaries of fabric layers and the distribution of heat discharge were determined. Additionally, the correlation between heat storage during exposure and heat discharge after exposure was identified. The results demonstrated that heat discharge to the skin could be correlated with heat storage within the fabric, however, it highly depended on the air gap under clothing, the applied compression, and the insulation provided by the fabric layers. Results from this study could contribute to thoroughly understanding the thermal hazardous effect of clothing and enhance the technical basis for developing new fabric combinations to minimize energy discharge after exposure.
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Affiliation(s)
- Jiazhen He
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215021, China; Key Laboratory of Clothing Design & Technology, Donghua University, Shanghai 200051, China
| | - Yehu Lu
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215021, China
| | - Yan Chen
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215021, China
| | - Jun Li
- Key Laboratory of Clothing Design & Technology, Donghua University, Shanghai 200051, China; College of Fashion and Design, Donghua University, Shanghai 200051, China.
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Log T. Modeling Burns for Pre-Cooled Skin Flame Exposure. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2017; 14:ijerph14091024. [PMID: 28880253 PMCID: PMC5615561 DOI: 10.3390/ijerph14091024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 09/03/2017] [Accepted: 09/06/2017] [Indexed: 02/08/2023]
Abstract
On a television show, a pre-cooled bare-skinned person (TV host) passed through engulfing kerosene flames. The assumption was that a water film should protect him during 0.74 s flame exposure in an environment of 86 kW/m² heat flux. The TV host got light burn inflammation on the back, arms and legs. The present work studies skin temperatures and burn damage integral of such dangerous flame exposure. The skin temperature distribution during water spray pre-cooling, transport to the flames, flame exposure, transport to the water pool, and final water pool cooling is modelled numerically. Details of the temperature development of the skin layers are presented, as well as the associated damage integral. It is shown that 5 °C water spray applied for a 30 s period pre-cooled the skin sufficiently to prevent severe skin injury. Soot marks indicate that the water layer evaporated completely in some areas resulting in skin flame contact. This exposed dry skin directly to the flames contributing significantly to the damage integral. It is further analyzed how higher water temperature, shorter pre-cooling period or longer flame exposure influence the damage integral. It is evident that minor changes in conditions could lead to severe burns and that high heat flux levels at the end of the exposure period are especially dangerous. This flame stunt should never be repeated.
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Affiliation(s)
- Torgrim Log
- Department of Engineering, Western Norway University of Applied Sciences, 5528 Haugesund, Norway.
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