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Bröde P, Aerts JM, De Bruyne G, Mayor TS, Annaheim S, Fiala D, Kuklane K. A modelling framework for local thermal comfort assessment related to bicycle helmet use. J Therm Biol 2023; 112:103457. [PMID: 36796903 DOI: 10.1016/j.jtherbio.2022.103457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/22/2022] [Accepted: 12/28/2022] [Indexed: 01/02/2023]
Abstract
Thermal discomfort due to accumulated sweat increasing head skin wettedness may contribute to low wearing rates of bicycle helmets. Using curated data on human head sweating and helmet thermal properties, a modelling framework for the thermal comfort assessment of bicycle helmet use is proposed. Local sweat rates (LSR) at the head were predicted as the ratio to the gross sweat rate (GSR) of the whole body or by sudomotor sensitivity (SUD), the change in LSR per change in body core temperature (Δtre). Combining those local models with Δtre and GSR output from thermoregulation models, we simulated head sweating depending on the characteristics of the thermal environment, clothing, activity, and exposure duration. Local thermal comfort thresholds for head skin wettedness were derived in relation to thermal properties of bicycle helmets. The modelling framework was supplemented by regression equations predicting the wind-related reductions in thermal insulation and evaporative resistance of the headgear and boundary air layer, respectively. Comparing the predictions of local models coupled with different thermoregulation models to LSR measured at the frontal, lateral and medial head under bicycle helmet use revealed a large spread in LSR predictions predominantly determined by the local models and the considered head region. SUD tended to overestimate frontal LSR but performed better for lateral and medial head regions, whereas predictions by LSR/GSR ratios were lower and agreed better with measured frontal LSR. However, even for the best models root mean squared prediction errors exceeded experimental SD by 18-30%. From the high correlation (R > 0.9) of skin wettedness comfort thresholds with local sweating sensitivity reported for different body regions, we derived a threshold value of 0.37 for head skin wettedness. We illustrate the application of the modelling framework using a commuter-cycling scenario, and discuss its potential as well as the needs for further research.
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Affiliation(s)
- Peter Bröde
- Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo)(1), Ardeystr. 67, 44139 Dortmund, Germany.
| | | | - Guido De Bruyne
- Department of Product Development, Faculty of Design Sciences, University of Antwerp, Belgium; Lazer Sport NV, Mechelen, Belgium
| | - Tiago Sotto Mayor
- Transport Phenomena Research Centre (CEFT), Engineering Faculty of Porto University, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; Associate Laboratory in Chemical Engineering (ALiCE), Engineering Faculty of Porto University, Rua Dr. Roberto Frias, 4200-465, Porto, Portugal
| | - Simon Annaheim
- Empa, Swiss Federal Laboratories for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, St. Gallen, Switzerland
| | - Dusan Fiala
- Ergonsim - Human Thermal Modelling, Messstetten, Germany
| | - Kalev Kuklane
- Netherlands Institute for Public Safety (NIPV), Zoetermeer, The Netherlands
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Guan Z, Dullah A, Wang X, Wang Q. Finite element modelling of thermal and moisture mapping of layered cricket helmets. Heliyon 2023; 9:e13179. [PMID: 36747568 PMCID: PMC9898067 DOI: 10.1016/j.heliyon.2023.e13179] [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: 10/03/2022] [Revised: 01/19/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
This paper presents the development of numerical modelling to simulate thermal and moisture mapping of layered cricket helmets. The 3D laser scanning methodology was used to obtain geometrical data of a dummy human head with non-ventilated (NVL) and ventilated (VL) helmets to generate the meshes. Here, heat transfer and mass diffusion were applied in the finite element simulations to model the temperature and relative humidity (RH) distributions inside NVL and VL helmets, which were processed as the temperature-time and RH-time charts. The simulated results were validated against the corresponding experimental measurements with reasonably good correlation, in terms of the general trend on reginal temperature and RH against time, although parameters such as helmet movement and local sweating were not considered in the modelling to simplify the simulation. The discrepancies between the FE simulation results and the measurements are generally within 7% for in-helmet temperature and 5% for RH, for both types of helmets in the low ambient conditions (20 °C and 50% RH), although such the discrepancy is about 10% for the VL helmet subjected to the high ambient conditions (35 °C and 30% RH). The models developed are ready to be used for parametric studies on non-ventilated helmet to optimize the ventilation openings for improving the thermal comfort.
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Affiliation(s)
- Z.W. Guan
- Advanced Materials Research Centre, Technology Innovation Institute, Abu Dhabi, United Arab Emirates
- School of Mechanical Engineering, Chengdu University, Shiling Town, Chengdu 610106, China
- School of Engineering, University of Liverpool, Liverpool L69 3GQ, UK
- Corresponding author. Advanced Materials Research Centre, TII, Abu Dhabi, United Arab Emirates.
| | - A.R. Dullah
- Faculty of Mechanical Engineering, Universiti Teknikal Malaysia Melaka, Malaysia
| | - X.L. Wang
- School of Mechanical Engineering, Chengdu University, Shiling Town, Chengdu 610106, China
| | - Q.Y. Wang
- School of Mechanical Engineering, Chengdu University, Shiling Town, Chengdu 610106, China
- Corresponding author. Chengdu University, China.
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Tabary M, Ahmadi S, Amirzade-Iranaq MH, Shojaei M, Sohrabi Asl M, Ghodsi Z, Azarhomayoun A, Ansari-Moghaddam A, Atlasi R, Araghi F, Shafieian M, Heydari ST, Sharif-Alhoseini M, O'Reilly G, Rahimi-Movaghar V. The effectiveness of different types of motorcycle helmets - A scoping review. ACCIDENT; ANALYSIS AND PREVENTION 2021; 154:106065. [PMID: 33689958 DOI: 10.1016/j.aap.2021.106065] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 12/22/2020] [Accepted: 02/28/2021] [Indexed: 05/12/2023]
Abstract
BACKGROUND Protective helmets may reduce the risk of death and head injury in motorcycle collisions. However, there remains a large gap in knowledge regarding the effectiveness of different types of helmets in preventing injuries. OBJECTIVE To explore and evaluate the effectiveness of different types of motorcycle helmets; that is the association between different helmet types and the incidence and severity of head, neck, and facial injuries among motorcyclists. Also, to explore the effect of different helmet types on riders. METHODS A systematic search of different scientific databases was conducted from 1965 to April 2019. A scoping review was performed on the included articles. Eligible articles were included regarding defined criteria. Study characteristics, helmet types, fixation status, retention system, the prevention of injury or reduction of its severity were extracted. RESULTS A total of 137 studies were included. There was very limited evidence for the better protection of full-face helmets from head and facial injury compared to open-face and half-coverage helmets. There was however scarce evidence for the superiority of a certain helmet type over others in terms of protection from neck injury. The retention system and the fixation status of helmets were two important factors affecting the risk of head and brain injury in motorcyclists. Helmets could also affect and limit the riders in terms of vision, hearing, and ventilation. Multiple solutions have been discussed to mitigate these effects. CONCLUSION Full-face helmets may protect head and face in motorcycle riders more than open-face and half-coverage helmets, but there is not enough evidence for better neck protection among these three helmet types. Helmets can affect the rider's vision, hearing, and ventilation. When designing a helmet, all of these factors should be taken into account.
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Affiliation(s)
- Mohammadreza Tabary
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sadegh Ahmadi
- School of Mechanical Engineering, University of Tehran, Iran
| | - Mohammad Hosein Amirzade-Iranaq
- Universal Network of Interdisciplinary Research in Oral and Maxillofacial Surgery (UNIROMS), Universal Scientific Education and Research Network (USERN), Tehran, Iran; International Otorhinolaryngology Research Association (IORA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Maryam Shojaei
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Sohrabi Asl
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Ghodsi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Azarhomayoun
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Rasha Atlasi
- EMRI, Tehran University of Medical Sciences, Tehran, Iran
| | - Farnaz Araghi
- Skin Research Center, Shahid Beheshti University of Medical Sciences, Iran
| | - Mehdi Shafieian
- The Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran
| | - Seyed Taghi Heydari
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mahdi Sharif-Alhoseini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Gerard O'Reilly
- Emergency and Trauma Centre, Alfred Health, Melbourne, Australia; School of Public Health & Preventive Medicine, Monash University, Melbourne, Australia; National Trauma and Research Institute, Alfred Health, Melbourne, Australia
| | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran; Brain and Spinal Cord Injury Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran; Universal Scientific Education and Research Network (USERN), Tehran, Iran; Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran; University of Toronto, Toronto, Canada.
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Abstract
INTRODUCTION Military personnel are often required to wear ballistic protection in order to defend against enemies. However, this added protection increases mass carried and imposes additional thermal burden on the individual. Body armor (BA) is known to reduce combat casualties, but the effects of BA mass and insulation on the physical performance of soldiers are less well documented. Until recently, the emphasis has been increasing personal protection, with little consideration of the adverse impacts on human performance. OBJECTIVE The purpose of this work was to use sweating thermal manikin and mathematical modeling techniques to quantify the tradeoff between increased BA protection, the accompanying mass, and thermal effects on human performance. METHODS Using a sweating thermal manikin, total insulation (IT, clo) and vapor permeability indexes (im) were measured for a baseline clothing ensemble with and without one of seven increasingly protective U.S. Army BA configurations. Using mathematical modeling, predictions were made of thermal impact on humans wearing each configuration while working in hot/dry (desert), hot/humid (jungle), and temperate environmental conditions. RESULTS In nearly still air (0.4 m/s), IT ranged from 1.57 to 1.63 clo and im from 0.35 to 0.42 for the seven BA conditions, compared to IT and im values of 1.37 clo and 0.45 respectively, for the baseline condition (no BA). CONCLUSION Biophysical assessments and predictive modeling show a quantifiable relationship exists among increased protection and increased thermal burden and decreased work capacity. This approach enables quantitative analysis of the tradeoffs between ballistic protection, thermal-work strain, and physical work performance.
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Affiliation(s)
- Adam W. Potter
- Biophysics and Biomedical Modeling Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, United States of America
- * E-mail:
| | - Julio A. Gonzalez
- Biophysics and Biomedical Modeling Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, United States of America
| | - Anthony J. Karis
- Biophysics and Biomedical Modeling Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, United States of America
| | - Xiaojiang Xu
- Biophysics and Biomedical Modeling Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, United States of America
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