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Wang Q, Lou Y, Li T, Jin X. Development and Application of Digital Human Models in the Field of Vehicle Collisions: A Review. Ann Biomed Eng 2021; 49:1619-1632. [PMID: 33987806 DOI: 10.1007/s10439-021-02794-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 05/06/2021] [Indexed: 11/26/2022]
Abstract
In the human-vehicle-road system of collisions, the human is the most important factor, and digital human models (DHMs) are developed with the aim of preventing or at least reducing human injury. Because most of the relevant literature is focused mainly on collisions in traffic accidents (TAs), only some of the literature reviewed in this paper involves research results on other aspects of collisions. In this review, based on the background of DHMs and the application of DHMs regarding human injury biomechanics in collisions field, research results regarding the development of DHMs are described, the methods for verifying such models are introduced, and the application of the research results is discussed based on the aspect of human injury biomechanics. From the research literature, the development and validation of DHMs and their application in human injury biomechanics are summarized, and future research trends are proposed and discussed.
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Affiliation(s)
- Qian Wang
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yunfeng Lou
- Aerospace System Engineering Shanghai, Shanghai, 201108, China
| | - Tong Li
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xianlong Jin
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China.
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
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Panday P, Vikram A, Chawla A, Mukherjee S. Prediction of lower extremity injuries in car-pedestrian crashes - real-world accident study. TRAFFIC INJURY PREVENTION 2021; 22:173-176. [PMID: 33528273 DOI: 10.1080/15389588.2020.1866177] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVE This study focusses on injury prediction capabilities of the THUMS (Total HUman Body Model for Safety) finite element human body model (FE-HBM) in real world car-pedestrian crashes. METHODS Ten cases of car-pedestrian crashes with incidence of lower extremity injuries were reconstructed using sequence of multi-body tools and finite element tools. Multi-body simulations were used to obtain relevant impact conditions like vehicle speed, pedestrian location etc. which were later used as initial conditions in finite element simulations. Estimated injury from the FE simulation were compared with the clinical records of victim. RESULTS The severity and location of injuries were correctly predicted in 8 out of 10 crashes that were considered. However, in remaining two cases injuries were under-predicted, and strain didn't reach the failure threshold level. CONCLUSION This study demonstrates that THUMS HBM well predicts pedestrian injuries in real-world crashes. However, a similar study with comprehensive crash site data and medical records of victims will enhance the confidence in results.
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Affiliation(s)
- Pushpender Panday
- Department of Mechanical Engineering, Indian Institute of Technology Delhi, New Delhi, India
| | - Aman Vikram
- Department of Mechanical Engineering, Indian Institute of Technology Delhi, New Delhi, India
| | - Anoop Chawla
- Department of Mechanical Engineering, Indian Institute of Technology Delhi, New Delhi, India
| | - Sudipto Mukherjee
- Department of Mechanical Engineering, Indian Institute of Technology Delhi, New Delhi, India
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Grindle D, Pak W, Guleyupoglu B, Koya B, Gayzik FS, Song E, Untaroiu C. A detailed finite element model of a mid-sized male for the investigation of traffic pedestrian accidents. Proc Inst Mech Eng H 2020; 235:300-313. [DOI: 10.1177/0954411920976223] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The pedestrian is one of the most vulnerable road users and comprises approximately 23% of the road crash-related fatalities in the world. To protect pedestrians during Car-to-Pedestrian Collisions (CPC), subsystem impact tests are used in regulations. These tests provide insight but cannot characterize the complex vehicle-pedestrian interaction. The main purpose of this study was to develop and validate a detailed pedestrian Finite Element (FE) model corresponding to a 50th percentile male to predict CPC induced injuries. The model geometry was reconstructed using a multi-modality protocol from medical images and exterior scan data corresponding to a mid-sized male volunteer. To investigate injury response, this model included internal organs, muscles and vessels. The lower extremity, shoulder and upper body of the model were validated against Post Mortem Human Surrogate (PMHS) test data in valgus bending, and lateral/anterior-lateral blunt impacts, respectively. The whole-body pedestrian model was validated in CPC simulations using a mid-sized sedan and simplified generic vehicles bucks and previously unpublished PMHS coronal knee angle data. In the component validations, the responses of the FE model were mostly within PMHS test corridors and in whole body validations the kinematic and injury responses predicted by the model showed similar trends to PMHS test data. Overall, the detailed model showed higher biofidelity, especially in the upper body regions, compared to a previously reported simplified pedestrian model, which recommends using it in future pedestrian automotive safety research.
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Affiliation(s)
- Daniel Grindle
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Center for Injury Biomechanics, Blacksburg, VA, USA
| | - Wansoo Pak
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Center for Injury Biomechanics, Blacksburg, VA, USA
| | - Berkan Guleyupoglu
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Bharath Koya
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - F Scott Gayzik
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | | | - Costin Untaroiu
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Center for Injury Biomechanics, Blacksburg, VA, USA
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Pak W, Meng Y, Schap J, Koya B, Gayzik FS, Untaroiu CD. Development and validation of a finite element model of a small female pedestrian. Comput Methods Biomech Biomed Engin 2020; 23:1336-1346. [DOI: 10.1080/10255842.2020.1801652] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Wansoo Pak
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Yunzhu Meng
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Jeremy Schap
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Bharath Koya
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - F. Scott Gayzik
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Costin D. Untaroiu
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
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Untaroiu CD, Pak W, Meng Y, Schap J, Koya B, Gayzik S. A Finite Element Model of a Midsize Male for Simulating Pedestrian Accidents. J Biomech Eng 2017; 140:2653833. [DOI: 10.1115/1.4037854] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Indexed: 11/08/2022]
Abstract
Pedestrians represent one of the most vulnerable road users and comprise nearly 22% the road crash-related fatalities in the world. Therefore, protection of pedestrians in car-to-pedestrian collisions (CPC) has recently generated increased attention with regulations involving three subsystem tests. The development of a finite element (FE) pedestrian model could provide a complementary component that characterizes the whole-body response of vehicle–pedestrian interactions and assesses the pedestrian injuries. The main goal of this study was to develop and to validate a simplified full body FE model corresponding to a 50th male pedestrian in standing posture (M50-PS). The FE model mesh and defined material properties are based on a 50th percentile male occupant model. The lower limb-pelvis and lumbar spine regions of the human model were validated against the postmortem human surrogate (PMHS) test data recorded in four-point lateral knee bending tests, pelvic\abdomen\shoulder\thoracic impact tests, and lumbar spine bending tests. Then, a pedestrian-to-vehicle impact simulation was performed using the whole pedestrian model, and the results were compared to corresponding PMHS tests. Overall, the simulation results showed that lower leg response is mostly within the boundaries of PMHS corridors. In addition, the model shows the capability to predict the most common lower extremity injuries observed in pedestrian accidents. Generally, the validated pedestrian model may be used by safety researchers in the design of front ends of new vehicles in order to increase pedestrian protection.
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Affiliation(s)
- Costin D. Untaroiu
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24060 e-mail:
| | - Wansoo Pak
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24060
| | - Yunzhu Meng
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24060
| | - Jeremy Schap
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC 27101
| | - Bharath Koya
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC 27101
| | - Scott Gayzik
- Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, NC 27101
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Li G, Yang J, Simms C. Safer passenger car front shapes for pedestrians: A computational approach to reduce overall pedestrian injury risk in realistic impact scenarios. ACCIDENT; ANALYSIS AND PREVENTION 2017; 100:97-110. [PMID: 28129577 DOI: 10.1016/j.aap.2017.01.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/05/2016] [Accepted: 01/13/2017] [Indexed: 06/06/2023]
Abstract
Vehicle front shape has a significant influence on pedestrian injuries and the optimal design for overall pedestrian protection remains an elusive goal, especially considering the variability of vehicle-to-pedestrian accident scenarios. Therefore this study aims to develop and evaluate an efficient framework for vehicle front shape optimization for pedestrian protection accounting for the broad range of real world impact scenarios and their distributions in recent accident data. Firstly, a framework for vehicle front shape optimization for pedestrian protection was developed based on coupling of multi-body simulations and a genetic algorithm. This framework was then applied for optimizing passenger car front shape for pedestrian protection, and its predictions were evaluated using accident data and kinematic analyses. The results indicate that the optimization shows a good convergence and predictions of the optimization framework are corroborated when compared to the available accident data, and the optimization framework can distinguish 'good' and 'poor' vehicle front shapes for pedestrian safety. Thus, it is feasible and reliable to use the optimization framework for vehicle front shape optimization for reducing overall pedestrian injury risk. The results also show the importance of considering the broad range of impact scenarios in vehicle front shape optimization. A safe passenger car for overall pedestrian protection should have a wide and flat bumper (covering pedestrians' legs from the lower leg up to the shaft of the upper leg with generally even contacts), a bonnet leading edge height around 750mm, a short bonnet (<800mm) with a shallow or steep angle (either >17° or <12°) and a shallow windscreen (≤30°). Sensitivity studies based on simulations at the population level indicate that the demands for a safe passenger car front shape for head and leg protection are generally consistent, but partially conflict with pelvis protection. In particular, both head and leg injury risk increase with increasing bumper lower height and depth, and decrease with increasing bonnet leading edge height, while pelvis injury risk increases with increasing bonnet leading edge height. However, the effects of bonnet leading edge height and windscreen design on head injury risk are complex and require further analysis.
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Affiliation(s)
- Guibing Li
- School of Automobile and Mechanical Engineering, Changsha University of Science and Technology, Changsha, 410114, China; Centre for Bioengineering, Department of Mechanical and Manufacturing Engineering, Trinity College Dublin, Ireland.
| | - Jikuang Yang
- Research Center of Vehicle and Traffic Safety (VTS), State Key Lab of Advanced Design and Manufacturing for Vehicle Body, Hunan University, China; Vehicle Safety Division, Department of Applied Mechanics, Chalmers University of Technology, Sweden
| | - Ciaran Simms
- Centre for Bioengineering, Department of Mechanical and Manufacturing Engineering, Trinity College Dublin, Ireland
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Tüfekci K, Kayacan R, Kurbanoğlu C. Effects of gamma radiation sterilization and strain rate on compressive behavior of equine cortical bone. J Mech Behav Biomed Mater 2014; 34:231-42. [PMID: 24607761 DOI: 10.1016/j.jmbbm.2014.02.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2013] [Revised: 01/24/2014] [Accepted: 02/02/2014] [Indexed: 01/03/2023]
Abstract
OBJECTIVES Gamma radiation has been widely used for sterilization of bone allograft. However, sterilization by gamma radiation damages the material properties of bone which is a major clinical concern since bone allograft is used in load bearing applications. While the degree of this damage is well investigated for quasi-static and cyclic loading conditions, there does not appear any information on mechanical behavior of gamma-irradiated cortical bone at high speed loading conditions. In this study, the effects of gamma irradiation on high strain rate compressive behavior of equine cortical bone were investigated using a Split Hopkinson Pressure Bar (SHPB). Quasi-static compression testing was also performed. METHODS Equine cortical bone tissue from 8year old retired racehorses was divided into two groups: non-irradiated and gamma-irradiated at 30kGy. Quasi-static and high strain rate compression tests were performed at average strain rates of 0.0045/s and 725/s, respectively. RESULTS Agreeing with previous results on the embrittlement of cortical bone when gamma-irradiated, the quasi-static results showed that gamma-irradiation significantly decreased ultimate strength (9%), ultimate strain (27%) and toughness (41%), while not having significant effect on modulus of elasticity, yield strain and resilience. More importantly, contrary to what is typically observed in quasi-static loading, the gamma-irradiated bone under high speed loading showed significantly higher modulus of elasticity (45%), ultimate strength (24%) and toughness (26%) than those of non-irradiated bone, although the failure was at a similar strain. SIGNIFICANCE Under high speed loading, the mechanical properties of bone allografts were not degraded by irradiation, in contrast to the degradation measured in this and prior studies under quasi-static loading. This result calls into question the assumption that bone allograft is always degraded by gamma irradiation, regardless of loading conditions. However, it needs further investigation to be translated positively in a clinical setting.
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Affiliation(s)
- Kenan Tüfekci
- Department of Mechanical Engineering, Süleyman Demirel University, 32260 Isparta, Turkey.
| | - Ramazan Kayacan
- Department of Mechanical Engineering, Süleyman Demirel University, 32260 Isparta, Turkey.
| | - Cahit Kurbanoğlu
- Department of Mechanical Engineering, İstanbul Medeniyet University, Göztepe Kadıköy - İstanbul, Turkey.
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