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Li P, Lei Y, Liao J, Zhang D, Dong X, Zhang T. Study of AEB and active seat belt on driver injury in vehicle-vehicle frontal oblique crash. Sci Rep 2023; 13:22621. [PMID: 38114656 PMCID: PMC10730578 DOI: 10.1038/s41598-023-48729-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 11/29/2023] [Indexed: 12/21/2023] Open
Abstract
The safety of vehicle occupants in oblique collision scenarios continues to pose challenges, even with the implementation of Automatic Emergency Braking (AEB) systems. While AEB reduces collision risks, studies indicate it may heighten injury risks for out-of-position (OOP) occupants. To counteract this issue, the integration of active seat belts in vehicles equipped with AEB systems is recommended. Firstly, this study established an oblique angle collision scenario post-AEB activation using data from the Chinese National Automobile Accident In-depth Investigation System (NAIS) database, analyzed through Prescan software. The dynamic response of the vehicle was examined. Following this, finite element (FE) models were validated to assess the effects of collision overlap rate, AEB braking strategy, and active seat belt pre-tensioning on occupant injuries and kinematics. Under specific collision conditions, the impact of the timing and amount of seat belt pre-tensioning, as well as airbag deployment timing on occupant injuries, was also explored. Findings revealed that a 75% collision overlap rate significantly increases driver injury risk. Active seat belts effectively mitigate injuries caused by OOP statuses during AEB interventions, with the lowest Weighted Injury Criterion (WIC) observed at a pre-tensioning time of 200 ms for active seat belts. The study further suggests that optimal results in reducing occupant injuries are achieved when active pre-tensioning seat belts are complemented by appropriately timed airbag deployment.
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Affiliation(s)
- Pingfei Li
- School of Automobile and Transportation, Xihua University, Chengdu, 610039, China
- Vehicle Measurement Control and Safety Key Laboratory of Sichuan Province, Xihua University, Chengdu, 610039, China
| | - Yi Lei
- School of Automobile and Transportation, Xihua University, Chengdu, 610039, China
| | - Jingqian Liao
- School of Automobile and Transportation, Xihua University, Chengdu, 610039, China
| | - Daowen Zhang
- School of Automobile and Transportation, Xihua University, Chengdu, 610039, China.
- Vehicle Measurement Control and Safety Key Laboratory of Sichuan Province, Xihua University, Chengdu, 610039, China.
| | - Xinchi Dong
- School of Automobile and Transportation, Xihua University, Chengdu, 610039, China
| | - Tianshu Zhang
- Engineering, Computer and Mathematical Sciences, The University of Adelaide, Adelaide, 5005, Australia
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Valdano M, Jiménez-Octavio JR, Lopez-Valdes FJ. The effect of seatbelt pre-tensioners and load limiters in the reduction of MAIS 2+, MAIS 3+, and fatal injuries in real-world frontal crashes. ACCIDENT; ANALYSIS AND PREVENTION 2023; 190:107180. [PMID: 37356219 DOI: 10.1016/j.aap.2023.107180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/11/2023] [Accepted: 06/17/2023] [Indexed: 06/27/2023]
Abstract
Contemporary research has pointed out that while newer cars are contributing to the decrease of AIS2+ and AIS3+ injuries in several body regions, this effect is not shown for thoracic injuries like rib or sternal fractures. The objective of this study is to assess the effectiveness of advanced seat belt systems incorporating pre-tensioners and load limiters in the prevention of fatal, AIS2+ and AIS3+ injuries overall and then focus only on the head-face-neck and thoracic areas. Data from the NASS CDS database between 2000 and 2015 was augmented with specific vehicle information taken from NHTSA's NCAP tests to identify the characteristics of the seat belt of each vehicle involved in a collision. Multivariate logistic regressions were developed to assess the likelihood of injuries for belted front seat occupants in frontal impacts. The presence of pre-tensioners and load limiters with a low load limiter (<4.5 kN) was significantly associated with a decreased risk of fatal and AIS3+ in the whole body (OR = 0.31 (p < 0.05) and OR = 0.70 (p < 0.1)), while high load limiters were significant in the prevention of fatal injuries (OR = 0.42). These effects should be considered always in combination with the delta-v of the collision, as the interaction term between delta-v and advanced seat belt features was significant. In the crashes considered, the model predicted a higher risk of injury for women compared to men, controlling for other occupant and crash factors. Impacts with a slightly oblique component increased the risk of injury compared to pure frontal impacts. After controlling for the presence of pre-tensioners and load limiters, the vehicle model year variable was found to be insignificant in any of the regression models. This study shows that the real-world effectiveness of advanced seat belts still requires further analysis. Other effects like age or impact direction might be more influential in the injury outcome than these seat belt features.
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Affiliation(s)
- Manuel Valdano
- MOBIOS Lab., IIT, Universidad Pontificia Comillas, Spain.
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Piqueras A, Iraeus J, Pipkorn B, López-Valdés FJ. Assessment of the sensitivity of thoracic injury criteria to subject-specific characteristics using human body models. Front Bioeng Biotechnol 2023; 11:1106554. [PMID: 36860885 PMCID: PMC9968747 DOI: 10.3389/fbioe.2023.1106554] [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: 11/23/2022] [Accepted: 01/25/2023] [Indexed: 02/16/2023] Open
Abstract
Introduction: Chest deformation has been proposed as the best predictor of thoracic injury risk in frontal impacts. Finite Element Human Body Models (FE-HBM) can enhance the results obtained in physical crash tests with Anthropometric Test Devices (ATD) since they can be exposed to omnidirectional impacts and their geometry can be modified to reflect specific population groups. This study aims to assess the sensitivity of two thoracic injury risk criteria (PC Score and Cmax) to several personalization techniques of FE-HBMs. Methods: Three 30° nearside oblique sled tests were reproduced using the SAFER HBM v8 and three personalization techniques were applied to this model to evaluate the influence on the risk of thoracic injuries. First, the overall mass of the model was adjusted to represent the weight of the subjects. Second, the model anthropometry and mass were modified to represent the characteristics of the post-mortem human subjects (PMHS). Finally, the spine alignment of the model was adapted to the PMHS posture at t = 0 ms, to conform to the angles between spinal landmarks measured in the PMHS. The following two metrics were used to predict three or more fractured ribs (AIS3+) of the SAFER HBM v8 and the effect of personalization techniques: the maximum posterior displacement of any studied chest point (Cmax), and the sum of the upper and lower deformation of selected rib points (PC score). Results: Despite having led to statistically significant differences in the probability of AIS3+ calculations, the mass-scaled and morphed version provided, in general, lower values for injury risk than the baseline model and the postured version being the latter, which exhibited the better approximation to the PMHS tests in terms of probability of injury. Additionally, this study found that the prediction of AIS3+ chest injuries based on PC Score resulted in higher probability values than the prediction based on Cmax for the loading conditions and personalization techniques analyzed within this study. Discussion: This study could demonstrate that the personalization techniques do not lead to linear trends when they are used in combination. Furthermore, the results included here suggest that these two criteria will result in significantly different predictions if the chest is loaded more asymmetrically.
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Affiliation(s)
- Ana Piqueras
- Department of Mechanical Engineering, EINA, University of Zaragoza, Zaragoza, Spain,*Correspondence: Ana Piqueras,
| | - Johan Iraeus
- Division of Vehicle Safety, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, Gothenburg, Sweden
| | | | - Francisco J. López-Valdés
- Instituto de Investigación Tecnológica (IIT), Department of Mechanical Engineering, ICAI, Universidad Pontificia Comillas, Madrid, Spain
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Piqueras A, Pipkorn B, Iraeus J, Lorente AI, Juste-Lorente Ó, Maza M, López-Valdés FJ. Analysis of the spinal 3D motion of postmortem human surrogates in nearside oblique impacts. TRAFFIC INJURY PREVENTION 2022; 24:69-74. [PMID: 36512330 DOI: 10.1080/15389588.2022.2152282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 11/12/2022] [Accepted: 11/23/2022] [Indexed: 06/17/2023]
Abstract
Objective: The objective of this study is to analyze the 6 degrees of freedom (DOF) motion of the spine using the finite helical axis (FHA) in three postmortem human surrogates (PMHS) sled tests.Methods: The sled test configurations corresponded to a 30° nearside oblique impact at 35 km/h. Two different restraint system versions (RSv) were used. RSv1 was used for PMHS A and B while RSv2 was used for PMHS C. The 6 DOF motion of the head and three selected vertebrae have been analyzed using the FHA which describes the 3 D motion of a rigid body between two instants of time as a rotation about and a translation along a unit vector. A minimal amount of rotation is necessary to the FHA calculation, thus the FHA components have been calculated based on a pre-defined interval of 8° of rotation.Results: The analysis of the FHA components demonstrated right lateral bending until around 100 ms, when the rebound phase was reached and the head and the lower spine undergoes left lateral bending. The three PMHS exhibited, in general, flexion movement of the whole body and torsion to the right side of the occupant. This general motion can be associated to the effect of the seatbelt acting as a fulcrum of the rotational movement of the bony landmarks. The interaction of the PMHS with the retention system can be noted by analyzing the time in which the head and the upper spine initiated the rotation and the sudden changes of rotational direction of the three PMHS's head.Conclusions: The rotational analyses have shown to be more sensitive to experimental events than the trajectory analyses for the studied physical tests. Additionally, the results presented in the present study contributes to the analysis of the body kinematics during an oblique impact and adds new experimental data for Human Body Models (HBM) and Anthropometric Test Devices (ATD) benchmarking.
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Affiliation(s)
- Ana Piqueras
- Impact Laboratory, Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | | | - Johan Iraeus
- Division of Vehicle Safety, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, Sweden
| | - Ana I Lorente
- Impact Laboratory, Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Óscar Juste-Lorente
- Impact Laboratory, Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Mario Maza
- Impact Laboratory, Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Francisco J López-Valdés
- Instituto de Investigación Tecnológica (IIT), ICAI, Universidad Pontificia Comillas, Madrid, Spain
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Piqueras A, Pipkorn B, Iraeus J, Maza-Frechín M, López-Valdés FJ. Assessment of in situ chest deflection of post mortem human subjects (PMHS) and personalized human body models (HBM) in nearside oblique impacts. TRAFFIC INJURY PREVENTION 2022; 23:181-186. [PMID: 35201949 DOI: 10.1080/15389588.2022.2036731] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 01/20/2022] [Accepted: 01/28/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE The present study has three objectives: First, to analyze the chest deflection measured in nearside oblique tests performed with three post mortem human subjects (PMHS). Second, to assess the capability of a HBM to predict the chest deflection sustained by the PMHS. Third to evaluate the influence on chest deflection prediction of subject-specific HBM. METHODS Three dimensional chest deformation of five anterior chest landmarks was extracted from three PMHS (A-C) in three sled tests. The sled test configurations corresponded to a 30 degree nearside oblique impact at 35 km/h. Two different restraint system versions (RSv) were used. RSv1 was used for PMHS A and B while RSv2 was used for PMHS C. The capability of the SAFER HBM (called baseline model) to predict PMHS chest deflection was benchmarked by means of the PMHS test results. In a second step, the anthropometry, mass and pre-impact posture of the baseline HBM were modified to the PMHS-specific characteristics to develop a model to assess the influence of personalization techniques in the capability of the human body model to predict PMHS chest deflection. RESULTS In the sled tests, the measured sternum compression relative to the eighth thoracic vertebra in the PMHS tests was 49, 54 and 55 millimeters respectively. The HBM baseline model predicted 48%, 43% and 34% of the deflections measured in the PMHS tests, while the personalized version predicted 38%, 34% and 28%. When chest deflection was analyzed in x-, y- and z-direction for the five chest landmarks it was found that neither the baseline HBM nor the personalized model predicted x, y and z axis deflections. CONCLUSIONS The PMHS in situ chest deflection was found to be sensitive to the variation in restraint system and the three PMHS exhibited greater values of lower right chest deflection compared to what was found in available literature. The baseline HBM underpredicted peak chest deflection obtained in the PMHS test. The personalized model was not capable of predicting the chest deflection sustained by the PMHS. Hence, further biofidelity investigations have to be carried out on the human body thorax model for oblique loading.
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Affiliation(s)
- Ana Piqueras
- Impact Laboratory, Institute of Engineering Research of Aragon (I3A), University of Zaragoza, Zaragoza, Spain
| | | | - Johan Iraeus
- Division of Vehicle Safety, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, Gothenburg, Sweden
| | - Mario Maza-Frechín
- Impact Laboratory, Institute of Engineering Research of Aragon (I3A), University of Zaragoza, Zaragoza, Spain
| | - Francisco J López-Valdés
- Instituto de Investigación Tecnológica (IIT), ICAI, Universidad Pontificia Comillas, Madrid, Spain
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Larsson KJ, Pipkorn B, Iraeus J, Forman J, Hu J. Evaluation of a diverse population of morphed human body models for prediction of vehicle occupant crash kinematics. Comput Methods Biomech Biomed Engin 2021; 25:1125-1155. [PMID: 34843416 DOI: 10.1080/10255842.2021.2003790] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Morphing can be used to alter human body models (HBMs) to represent a diverse population of occupants in car crashes. The mid-sized male SAFER HBM v9 was parametrically morphed to match 22 Post Mortem Human Subjects, loaded in different configurations. Kinetics and kinematics were compared for the morphed and baseline HBMs. In frontal impacts, the morphed HBMs correlated closer with the kinematics of obese subjects, but lower to small females. In lateral impacts HBM responses were too stiff. This study outlines a necessary evaluation of all HBMs that should be morphed to represent the diverse population in vehicle safety evaluations.
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Affiliation(s)
- Karl-Johan Larsson
- Department of Mechanics and Maritime Sciences, Division of Vehicle Safety, Chalmers University of Technology, Gothenburg, Sweden.,Autoliv Research, Vårgårda, Sweden
| | - Bengt Pipkorn
- Department of Mechanics and Maritime Sciences, Division of Vehicle Safety, Chalmers University of Technology, Gothenburg, Sweden.,Autoliv Research, Vårgårda, Sweden
| | - Johan Iraeus
- Department of Mechanics and Maritime Sciences, Division of Vehicle Safety, Chalmers University of Technology, Gothenburg, Sweden
| | - Jason Forman
- Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, USA
| | - Jingwen Hu
- Department of Mechanical Engineering, University of Michigan Transportation Research Institute, Ann Arbor, MI, USA
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Booth GR, Cripton PA, Siegmund GP. The Lack of Sex, Age, and Anthropometric Diversity in Neck Biomechanical Data. Front Bioeng Biotechnol 2021; 9:684217. [PMID: 34485252 PMCID: PMC8416072 DOI: 10.3389/fbioe.2021.684217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 07/22/2021] [Indexed: 11/22/2022] Open
Abstract
Female, elderly, and obese individuals are at greater risk than male, young, and non-obese individuals for neck injury in otherwise equivalent automotive collisions. The development of effective safety technologies to protect all occupants requires high quality data from a range of biomechanical test subjects representative of the population at risk. Here we sought to quantify the demographic characteristics of the volunteers and post-mortem human subjects (PMHSs) used to create the available biomechanical data for the human neck during automotive impacts. A systematic literature and database search was conducted to identify kinematic data that could be used to characterize the neck response to inertial loading or direct head/body impacts. We compiled the sex, age, height, weight, and body mass index (BMI) for 999 volunteers and 110 PMHSs exposed to 5,431 impacts extracted from 63 published studies and three databases, and then compared the distributions of these parameters to reference data drawn from the neck-injured, fatally-injured, and general populations. We found that the neck biomechanical data were biased toward males, the volunteer data were younger, and the PMHS data were older than the reference populations. Other smaller biases were also noted, particularly within female distributions, in the height, weight, and BMI distributions relative to the neck-injured populations. It is vital to increase the diversity of volunteer and cadaveric test subjects in future studies in order to fill the gaps in the current neck biomechanical data. This increased diversity will provide critical data to address existing inequities in automotive and other safety technologies.
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Affiliation(s)
- Gabrielle R. Booth
- Orthopaedic and Injury Biomechanics Laboratory, School of Biomedical Engineering and Departments of Orthopaedics and Mechanical Engineering, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, BC, Canada
| | - Peter A. Cripton
- Orthopaedic and Injury Biomechanics Laboratory, School of Biomedical Engineering and Departments of Orthopaedics and Mechanical Engineering, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, BC, Canada
| | - Gunter P. Siegmund
- MEA Forensic Engineers & Scientists, Richmond, BC, Canada
- School of Kinesiology, University of British Columbia, Vancouver, BC, Canada
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Vives-Torres CM, Valdano M, Jimenez-Octavio JR, Muehlbauer J, Schick S, Peldschus S, Lopez-Valdes FJ. Comparison of Upper Neck Loading in Young Adult and Elderly Volunteers During Low Speed Frontal Impacts. Front Bioeng Biotechnol 2021; 9:682974. [PMID: 34277584 PMCID: PMC8278284 DOI: 10.3389/fbioe.2021.682974] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 06/04/2021] [Indexed: 11/30/2022] Open
Abstract
Cervical pain and injuries are a major health problem globally. Existing neck injury criteria are based on experimental studies that included sled tests performed with volunteers, post-mortem human surrogates and animals. However, none of these studies have addressed the differences between young adults and elderly volunteers to date. Thus, this work analyzed the estimated axial and shear forces, and the bending moment at the craniocervical junction of nine young volunteers (18–30 years old) and four elderly volunteers (>65 years old) in a low-speed frontal deceleration. Since the calculation of these loads required the use of the mass and moment of inertia of the volunteers' heads, this study proposed new methods to estimate the inertial properties of the head of the volunteers based on external measurements that reduced the error of previously published methods. The estimated mean peak axial force (Fz) was −164.38 ± 35.04 N in the young group and −170.62 ± 49.82 N in the elderly group. The average maximum shear force (Fx) was −224.42 ± 54.39 N and −232.41 ± 19.23 N in the young and elderly group, respectively. Last, the estimated peak bending moment (My) was 13.63 ± 1.09 Nm in the young group and 14.81 ± 1.36 Nm in the elderly group. The neck loads experienced by the elderly group were within the highest values in the present study. Nevertheless, for the group of volunteers included in this study, no substantial differences with age were observed.
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Affiliation(s)
- Carmen M Vives-Torres
- Instituto de Investigacion Tecnologica, ICAI, Engineering School, Universidad Pontificia Comillas, Madrid, Spain
| | - Manuel Valdano
- Instituto de Investigacion Tecnologica, ICAI, Engineering School, Universidad Pontificia Comillas, Madrid, Spain
| | - Jesus R Jimenez-Octavio
- Instituto de Investigacion Tecnologica, ICAI, Engineering School, Universidad Pontificia Comillas, Madrid, Spain
| | - Julia Muehlbauer
- Biomechanics and Accident Analysis, Ludwig Maximilians University (LMU), Munich, Germany
| | - Sylvia Schick
- Biomechanics and Accident Analysis, Ludwig Maximilians University (LMU), Munich, Germany
| | - Steffen Peldschus
- Biomechanics and Accident Analysis, Ludwig Maximilians University (LMU), Munich, Germany
| | - Francisco J Lopez-Valdes
- Instituto de Investigacion Tecnologica, ICAI, Engineering School, Universidad Pontificia Comillas, Madrid, Spain
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Upper Limb Design of an Anthropometric Crash Test Dummy for Low Impact Rates. Polymers (Basel) 2020; 12:polym12112641. [PMID: 33182745 PMCID: PMC7696257 DOI: 10.3390/polym12112641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/06/2020] [Accepted: 11/06/2020] [Indexed: 11/16/2022] Open
Abstract
The article presents the design of the upper limb joints of an anthropometric dummy intended for rear crash tests for low impact speeds. These joints represent the connection of the hand to the forearm, the forearm to the arm, and the arm to the shoulder. The designed joint is adapted to the construction of a dummy representing the 50th percentile male. The joints currently used on Hybrid III dummies require calibration after each crash test. The construction of the new joint ensures the appropriate strength of individual joint elements and the repeatable value of the joint characteristics without the need for frequent calibrations. The designed joints have the ability to set a variable stiffness characteristic, thanks to which it is possible to use this joint universally in dummies representing populations of other percentile sizes. The range of movement of the joints has been selected to reflect the range of mobility of the upper limb of an adult. The characteristics of the joints were compared with those used in the joints of the Hybrid III 50 percentile male dummy. Moreover, it should be noted that the constructed joints of the upper limb are made by hand; therefore, their comparison with the Hybrid III dummy shows some deviations in the moments of resistance. Making the joints with a 3D printer, taking into account the appropriate material, will ensure greater accuracy and will also result in joining the individual elements of the joint into a whole. The obtained results show slight differences between the moment of resistance in the joints of the constructed anthropometric dummy compared to the hybrid III dummy.
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