Philippe Petit’s research while affiliated with Laboratory of Accidentology and Biomechanics and other places

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Publications (62)


Development of a statistical model of the full skeleton combining shape and a rib quality indicator to assess the risk of rib fracture
  • Conference Paper

October 2023

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11 Reads

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M-C Chevalier

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P Beillas

Table 9 .
Figure 24. Average pressure of right and left APTS sides versus the abdomen compression: left versus abdomen compression, right versus abdomen soft compression.
ABISUP abdomen prototype description
Post-test pictures and estimated abdominal injury risk
Pressure-based abdominal injury prediction for the THOR-50M
  • Conference Paper
  • Full-text available

April 2023

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211 Reads

The standard THOR-50M dummy is equipped with sensors to measure the abdomen deflection and assess the risk of abdominal injuries. Since 2016, the "ABdominal Injury and SUbmarining Prediction" (ABISUP) consortium has developed a pressure-measuring abdomen for the THOR-50M to predict abdominal injuries and submarining as a potential alternative to the current THOR-50M abdomen design. A new lower abdomen including Abdominal Pressure Twin Sensor (APTS) was designed and four identical prototypes were built and shipped to consortium member test houses. Numerous abdominal belt loadings replicating tests from the literature were carried-out to check the prototype biofidelity, sensitivity and define a pressure-based AIS3+ injury risk functions (IRFs). Two compression-based IRFs were defined using porcine test results from the literature[7]. Compressions were defined as the ratios between the abdomen deflection and the full abdominal depth, or between the abdomen deflection and the abdominal depth in front of the spine. The abdominal depth in front of the spine was used in an attempt to minimize possible differences between species. It was estimated using simple assumptions and led to compressions exceeding 100% in a few cases. Then transfer functions between THOR abdominal compressions Beillas 2 and pressures were applied to obtain the pressure-based IRFs. Twenty-five sled tests were performed to assess the new abdomen under various restraint conditions and to evaluate the relevance of the IRFs. The THOR-50M new abdomen showed similar or better biofidelity than the standard abdomen without modifying the dummy kinematics. The abdomen was sensitive to loading height and no damage to the APTS was encountered during tests. Relationships between THOR-50M mean APTS pressure and abdominal compressions were modelled using a 3 rd degree polynomial with 0.98 R². The IRF with a log-logistic distribution obtained the lowest Akaike Information Criterion. For the compression based on the full abdomen depth, the AIS3+ injury risks of 25%, 50% and 75% corresponded to APTS pressures of 133, 201 and 304 kPa, respectively. For the compression based on the abdomen in front the spine, the AIS3+ injury risks of 25%, 50% and 75% corresponded to APTS pressures of 108, 197 and 361 kPa, respectively. The new abdomen discriminated between the restraint conditions: lower pressures (between 90 and 190 kPa) were obtained when the lap belt remained below or on the ASIS and higher pressures (170 to 450 kPa) were obtained when the lap belt loaded the abdomen. Using the IRF, a risk up to 50% could be obtained without submarining, i.e. with the lap belt still engaging the ASIS. This is not consistent with a risk expected to be low for a proper restraint. Possible adjustments are discussed in the paper to decrease APTS sensitivity when the lap belt is positioned below or on the ASIS.

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The ENOP project (Enable New Occupant Seating Positions)

January 2023

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367 Reads

Inhalt Trends in der aktiven, passiven und integralen Sicherheit Sustainability: New Requirements for Passive Safety 1 Advanced Seat Belt Actuator Technology enabling next Level Occupant Safety 15 Gender discussion in vehicle safety - An overview of the consideration of subparts of the population in vehicle safety based on accident data analysis and current ATD development 37 Integrated Active and Passive Safety Protocol – A Feasibility Study with Human Body Models and Volunteers 55 Potentiale durch Insassenklassifizierung und -zustandserkennung Potentials and Limitations in Driver Health Monitoring 67 Kompakte 3D-Weitwinkel-Kamera zur Fahrzeuginnenraumüberwachung 83 Potentiale durch Insassenklassifizierung und -zustandserkennung Camera-Based Gender Estimation of Vehicle Occupants with Virtual Testing Using Synthetic Data 99 Occupant classification and crash severity detection enable individualized shoulder belt forces and improve NCAP ratings on rear seat 113 Neue Mobilitätskonzepte und Verkehrssicherheit Analyse des Realunfallgeschehens zur Ableitung von Sicherheitsanforderungen an Fa...


Ligaments Laxity and Elongation at Injury in Flexed knees during Lateral Impact Conditions

November 2022

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13 Reads

Stapp Car Crash Journal

The knee is one of the regions of interest for pedestrian safety assessment. Past testing to study knee ligament injuries for pedestrian impact only included knees in full extension and mostly focused on global responses. As the knee flexion angle and the initial ligament laxity may affect the elongation at which ligaments fail, the objectives of this study were (1) to design an experimental protocol to assess the laxity of knee ligaments before measuring their elongation at failure, (2) to apply it in pairedknee tests at two flexion angles (10 and 45 degrees). The laxity tests combined strain gauges to measure bone strains near insertions that would result from ligament forces and a custom machine to exercise the knee in all directions. Failure was assessed using a four-point bending setup with additional degrees of freedom on the axial rotation and displacement of the femur. A template was designed to ensure that the two setups used the exact same starting position. The protocol was applied to six pairs of knees which were tested until the failure of all ligaments. In the laxity tests, a higher compliance of the knee was observed at 45 degrees compared to 10 degrees. Minimum lengths associated with the beginning of bone loading were also successfully identified for the collateral ligaments, but the process was less successful for the cruciate ligaments. The failure tests suggested increased elongation and length at failure for the ligaments and their bundles at 45°. This could be consistent with the higher compliance in static test, but the minimum lengths identified on the collaterals did not explain this difference during failure. The results highlight the possible relationship between position, laxity and elongation at failure in a lateral loading and provide a dataset including 3D coordinates of insertions to continue the investigation using a modelling approach. Perspectives are also outlined to improve upon the laxity determination protocol.


THOR-05F Response in Sled Tests Inducing Submarining and Comparison with PMHS Response Corridors

November 2021

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47 Reads

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2 Citations

Stapp Car Crash Journal

The Test Device for Human Occupant Restraint (THOR) is an advanced crash test dummy designed for frontal impact. Originally released in a 50th percentile male version (THOR-50M), a female 5th version (THOR-05F) was prototyped in 2017 (Wang et al., 2017) and compared with biofidelity sub-system tests (Wang et al., 2018). The same year, Trosseille et al. (2018) published response corridors using nine 5th percentile female Post Mortem Human Subjects (PMHS) tested in three sled configurations, including both submarining and non-submarining cases. The goal of this paper is to provide an initial evaluation of the THOR-05F biofidelity in a full-scale sled test, by comparing its response with the PMHS corridors published by Trosseille et al. (2018). Significant similarities between PMHS and THOR-05F were observed: as in Trosseille et al. (2018), the THOR-05F did not submarine in configuration 1, and submarined in configurations 2 and 3. The lap belt tension and seat forces were similar in magnitude. For configurations 2 and 3, the pelvis excursions were of the same order of magnitude between both human surrogates. However, significant differences were also observed: compared to the PMHS, the THOR-05F showed shoulder belt forces that were 1.6 to 2.1 times higher in magnitude, and lap belt force time histories that were delayed by 10 to 20 ms. In configuration 1, the chest and pelvis resultant accelerations of the dummy were delayed as well, and the pelvis excursion and rotation more than doubled that of the PMHS.


Effects of seat pan and pelvis angles on the occupant response in a reclined position during a frontal crash

September 2021

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703 Reads

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13 Citations

Current highly automated vehicle concepts include reclined seat layouts that could allow occupants to relax during the drive. The main objective of this study was to investigate the effects of seat pan and pelvis angles on the kinematics and injury risk of a reclined occupant by numerical simulation of a frontal sled test. The occupant, represented by a detailed 50th percentile male human body model, was positioned on a semi-rigid seat. Three seat pan angles (5, 15, and 25 degrees from the horizontal) were used, all with a seatback angle of 40 degrees from the vertical. Three pelvis angles (60, 70, and 80 degrees from the vertical), representing a nominal and two relaxed sitting positions, were used for each seat pan angle. The model was restrained using a pre-inflated airbag and a three-point seatbelt equipped with a pretensioner and a load limiter before being subjected to two frontal crash pulses. Both model kinematic response and predicted injury risk were affected by the seat pan and the pelvis angles in a reclined seatback position. Submarining occurrence and injury risk increased with lower seat pan angle, higher pelvis angle, and acceleration pulse severity. In some cases (in particular for a 15 degrees seat pan), a small variation in seat pan or pelvis angle resulted in large differences in terms of kinematics and predicted injury. This study highlights the potential effects of the seat pan and pelvis angles for reclined occupant protection. These parameters should be assessed experimentally with volunteers to determine which combinations are most likely to be adopted for comfort and with post mortem human surrogates to confirm their significance during impact and to provide data for model validation. The sled and restraint models used in this study are provided under an open-source license to facilitate further comparisons.



Geometrical and Mechanical Characterization of the Abdominal Fold of Obese Post Mortem Human Subjects for Use in Human Body Modelling

November 2020

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20 Reads

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5 Citations

Stapp Car Crash Journal

Obese vehicle occupants sustain specific injury patterns in case of accidents in which the interaction between the seat belt and the abdomen may play a role. This study aimed to collect geometrical characteristics and to investigate the mechanical responses of the abdomen of obese subjects. Four Post Mortem Human Subjects (PMHS) with BMI ranging from 31 to 46 kg/m2 were collected. CT-scans performed in the seated position revealed that the antero-posterior depth of the abdominal fold (from the inguinal region to the most anterior point of the abdominal surface) was much greater (170 mm max., 127 mm average) than the thickness of subcutaneous adipose tissues (85 max., 38 mm in average). Each PMHS was subjected to three infra-injurious antero-posterior belt pulls in a seated posture with a lap belt positioned (C1) superior to the umbilicus, (C2) inferior to the umbilicus, (C3) inside the abdominal fold between the abdomen and the thigh. During the C1 and C2 tests, the belt moved cranially, and the abdominal fold opened widely especially in C2. Forces remained below 1800 N, for maximum applied displacements ranging from 89 to 151 mm for C1 and C2, and 37 to 66 mm for C3. Finally, sled tests were conducted on two PMHS seated on a semi-rigid seat and restrained by a three-point belt equipped with pretensioners and a 3.5 kN force limitation at the shoulder. The first PMHS (BMI 39 kg/m2) was tested at 49 km/h (39 g peak) and sustained severe injuries (AIS 4 pelvis dislocation, AIS 3 bilateral femur fractures) attributed to the combined loading of the seat and lap belt force (about 11 kN and 7 kN, respectively). The second PMHS (BMI 46 kg/m2) was subjected to a 29 km/h test (8 g plateau) and sustained no injury. The lap belt slid inside the abdominal fold in the first case and deformed the lower abdomen in the second, providing limited restraint forces during that interaction and leading to a large body excursion for the first test. The results highlight the possible relevance of the abdominal fold at the abdomen thigh junction to model and study the restraint conditions of obese occupants using Human Body Models (HBM).


A Method to Use Kriging With Large Sets of Control Points to Morph Finite Element Models of the Human Body

September 2020

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118 Reads

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5 Citations

Journal of Biomechanical Engineering

As developing finite element human body models for automotive impact is a time consuming process, morphing using interpolation methods such as kriging has often been used to rapidly generate models of different shapes and sizes. Kriging can be computationally expensive when many control points are used, i.e. for very detailed target geometry (e.g. shape of bones and skin). It can also lead to element quality issues (up to inverted elements) preventing the use of the morphed models for finite element simulation. This paper presents a workflow combining iterative subsampling and spatial subdivision methodology that effectively reduces the computational costs and allows generating usable models through kriging with hundreds of thousands of control points. As subdivision introduces discontinuities in the interpolation function that can cause distortion of elements on the boundaries of individual subdivision areas, algorithms for smoothing the interpolation over those boundaries are proposed and compared. Those techniques and their combinations were tested and evaluated in a scenario of weight change on the detailed male model of the Global Human Body Model Consortium: 234 777 control points were used to successfully morph the model in less than 15 minutes on an office PC. Open source implementation is provided.


The Effects of Small Seat Swiveling Angles on Occupant Responses during a Frontal Impact

April 2020

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111 Reads

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1 Citation

SAE Technical Papers

In highly automated vehicles (HAVs), new seat configurations may be desirable to allow occupants to perform new activities. One of the current HAV concepts is the swiveled seat layout, which might facilitate communication between occupants. The main objective of this study was to investigate the effects of seat swiveling angles on occupant kinematics and injury risk predicted by a Human Body Model (HBM) during a frontal impact. A detailed 50th percentile male HBM (GHBMC M50-O) was subjected to two frontal crash pulses in a sled setup. The model was positioned on a semi-rigid seat and restrained using a pre-inflated airbag and a three-point seatbelt. Simulations included four seat swiveling angles (0, -10, -20, and -30 degrees), three occupant positions (Sedan driver, large VAN driver or Laptop user), two airbag initial locations (nominal or matching the head Y location), and the inclusion of lateral supports on the seat pan. The effects of the seat swiveling angle were similar for all occupant positions. With the airbag in the nominal location, higher seat swiveling angles led to a higher head lateral displacement and a higher risk of head injury, especially for the BrIC criterion. The Sedan driver position had higher BrIC and a larger head lateral excursion than the other two positions. This could be mitigated by aligning the airbag location with the head. Pelvic fractures were also predicted for the configurations with the highest swiveling angles. These fractures were limited by the use of seat pan lateral supports. Overall, the model responses were sensitive to both seating configurations and occupant postures, and the results suggest that swiveled seating may increase the injury risk, especially for the head and pelvis. However, simple countermeasures, such as adapted airbag location or adding lateral seat pan supports, seemed possible to mitigate the risk.


Citations (42)


... Other topics range from the FinTech landscape and conceptual framework to specific accomplishments of FinTech projects. The environmental factors were examined by conducting a PEST analysis (Pauliukevičienė & Stankevičienė, 2021;Richard et al., 2021) in connection with the achievement of selected SDGs (Pauliukevičienė & Stankevičienė, 2021). Bittini et al. (2022) mapped Spanish FinTechs from the perspective of their activity, dividing them into FinTechs, InsurTechs and PropTechs and then analysing whether their business models are related to the existence of sustainability plans. ...

Reference:

FinTechs’ role in SDGs achievement - a systematic review of scientific research
THOR-05F Response in Sled Tests Inducing Submarining and Comparison with PMHS Response Corridors
  • Citing Article
  • November 2021

Stapp Car Crash Journal

... Recent simulation models that include the biomechanical behavior of the abdomen or parts of it differ in their implementing methods, scope, and degree of detail, depending on the requirements of their intended use case (Anderson et al., 2007;Hicks et al., 2015). Possible use cases encompass, for example, studies on 1) the effect of individual braces in scoliosis treatment (Périé et al., 2004;Clin et al., 2010;Sattout et al., 2016), or of lumbar orthoses (Molimard et al., 2019;Bonnaire et al., 2020) on the lumbosacral spine, 2) injury prevention in crash testing (King, 2018;Untaroiu et al., 2018;Grébonval et al., 2021) and stiff structure impact (Lee and Yang, 2001;Haug et al., 2004;Snedeker et al., 2007) or vertical impact load (Cox, 2020) studies, or 3) the load removal of the spine by increasing the intra-abdominal pressure (El-Monajjed and Driscoll, 2020;Guo et al., 2021). Another use case is modelling the interaction of organs (Misra et al., 2008), or the abdominal wall with surgical instruments (Hernández et al., 2011); these models are used for virtual surgical planning or support of education (Leong et al., 2022). ...

Effects of seat pan and pelvis angles on the occupant response in a reclined position during a frontal crash

... However, biomechanical investigations revealed that such reclined configurations with a low seat pan angle could be challenging for the occupant restraint in case of an accident, especially for the pelvis (Richardson et al., 2020). Occupant pelvis restraint could be improved by increasing the seat pan angle (Grébonval et al., 2019). A more reclined seat pan could also improve comfort for sleeping (Stanglmeier et al., 2020). ...

Occupant response in frontal crash, after alterations of the standard driving position

... Trends toward an increased incidence of abdominal organ injury in non-obese occupants versus obese counterparts were not statistically significant, but this may lend credence to the proposal of the abdominal fat pad conferring some protective insulation, or the "cushioning effect", to abdominal injury from the blunt force injury incurred by the lap belt (Arbabi et al. 2003). Depending on the angle of belt path, even with superior belt placement, the pelvis may still be engaged (Lebarb e et al. 2020). Additional excursion due to abdomen size and belt interaction could lead to high restraint forces through the knee bolster preventing severe abdominal loading. ...

Geometrical and Mechanical Characterization of the Abdominal Fold of Obese Post Mortem Human Subjects for Use in Human Body Modelling
  • Citing Article
  • November 2020

Stapp Car Crash Journal

... In addition to the abovementioned work, the open-source PIPER software has been developed in a European PIPER project, enabling personalization and positioning of HBMs through kriging (Jolivet et al., 2015;Janak et al., 2018;Janak et al., 2021), an interpolation method to deform geometrical models based on a set of sources and the associated target control points. The software is accompanied by a 6YO child model that is scalable from a 1.5YO to 12YO through metadata files containing landmarks and control points. ...

A Method to Use Kriging With Large Sets of Control Points to Morph Finite Element Models of the Human Body
  • Citing Article
  • September 2020

Journal of Biomechanical Engineering

... Although the risk faced by passengers involved in near-side lateral collisions is understood, and despite the presence of side airbags for injury prevention, passengers involved in far-side lateral collisions also suffer serious and fatal injuries. A few reports have suggested the characteristics of passenger injuries in far-side collisions [3,[8][9][10]. As shown in Table 1, common injuries were determined in a collision test using a dummy or postmortem human subjects; injury risk curves or injury rates for different levels of severity according to collision velocity are presented using NASS-CDS data. ...

Far Side Impact Injury Threshold Recommendations Based on 6 Paired WorldSID / Post-Mortem Human Subjects Tests
  • Citing Article
  • November 2019

Stapp Car Crash Journal

... In addition, a model estimating the risk of a PMHS sustaining NFR≥9 was compared with the AIS≥3 risk curve calculated in [1] for drivers ages 60 or older. A threshold of nine fractured ribs was selected based on reports [14] that this number detected in autopsy best represents the AIS3 level that would be clinically detected in living humans. This also generally aligns with [15], who found that radiologists detected 24% of fractures identified at autopsy when the PMHS was subjected to combined belt and airbag loading, and 44% when the PMHS was tested with a belt but no airbag. ...

Assessment of Several THOR Thoracic Injury Criteria based on a New Post Mortem Human Subject Test Series and Recommendations
  • Citing Article
  • November 2019

Stapp Car Crash Journal

... The seat model was completed with a three-point seatbelt and a pre-inflated airbag as used in Trosseille et al. [17]. Shoulder and lap belts were both equipped with pretensioners, with time to fire set to 18 and 25ms, respectively [17]. ...

Assessment of Several THOR Thoracic Injury Criteria based on a New Post Mortem Human Subject Test Series and Recommendations
  • Citing Conference Paper
  • March 2020

SAE Technical Papers

... Our search yielded 2,249 unique studies, of which 417 studies were relevant to our objectives, 91 of the 417 relevant studies measured the kinematic variables we sought, and 63 of these studies presented or otherwise allowed access to their data ( Figure 1). The 63 studies contained 999 unique volunteers exposed to 5,229 tests and 110 unique PMHSs exposed to 202 tests (Ewing et al., 1969;Ewing and Thomas, 1972;Ewing et al., 1975;Ewing et al., 1977, Ewing et al., 1978Kallieris et al., 1987;Buhrman and Perry, 1994;Margulies et al., 1998;Morris and Popper, 1999;Ono et al., 1999;Yoganandan and Pintar, 2000;Davidsson et al., 2001;Meijer et al., 2001;Fugger et al., 2002;Petitjean et al., 2002;Vezin et al., 2002;Deng and Wang, 2003;Perry et al., 2003;Siegmund et al., 2003a;Siegmund et al., 2003b;Vezin and Verriest, 2003;Doczy et al., 2004;Siegmund et al., 2004;Blouin et al., 2006;Rouhana et al., 2006;Wiechel and Bolte, 2006;Ejima et al., 2007;Pintar et al., 2007;Ejima et al., 2008;Siegmund et al., 2008;Arbogast et al., 2009;Funk et al., 2009;Lopez-Valdes et al., 2009;Siegmund and Blouin, 2009;White et al., 2009;Lopez-Valdes et al., 2010;Pintar et al., 2010;Funk et al., 2011;Sundararajan et al., 2011;Arbogast et al., 2012;Ejima et al., 2012;Stammen et al., 2012;Symeonidis et al., 2012;Forman et al., 2013;Mathews et al., 2013;Poulard et al., 2013;van Rooij et al., 2013;Crandall et al., 2014;Gutsche et al., 2014;Lessley et al., 2014;Lopez-Valdes et al., 2014;Seacrist et al., 2014;Shaw et al., 2014;Acosta et al., 2016;López-Valdés et al., 2016;Pietsch et al., 2016;Albert, Beeman and Kemper, 2018;Holt et al., 2018;Humm et al., 2018;Petit et al., 2019;Stark et al., 2019;Zaseck et al., 2019;Holt et al., 2020). About 66% of the volunteer tests and 84% of the PMHS tests were conducted with males ( Table 2, also visible in Figures 2-5). ...

Far Side Impact Injury Threshold Recommendations Based on 6 Paired WorldSID / Post Mortem Human Subjects Tests
  • Citing Conference Paper
  • March 2020

SAE Technical Papers

... In the latter, the focus is often on the examination of internal factors, such as alcohol consumption, drug use, and digital device distractions, and some research investigating the relationship between driver demographics (e.g., age) and psychographics (e.g., risk tolerance) on the likelihood of collisions. The impact of vehicular crashes was examined from different perspectives including the extent of physical harm (e.g., Fakharian et al., 2017;Petit et al., 2018), the economic impacts on individuals and industries (e.g., Dimitriou & Poufinas, 2016), and the impact on industries such as the insurance industry (e.g., Blows et al., 2003;Yakovlev & Orr-Magulick, 2018). Some research has examined the influence of specific vehicle types (e.g., autonomous vehicles, motorcycles, and light trucks/sport utility vehicles) and/or shapes on both the quantity and quality of collisions (e.g., Bonnefon et al., 2016;Guibing et al., 2017;Oikawa et al., 2021;Yuen et al., 2020). ...

Relation Between Sacroilium and Other Pelvic Fractures Based on Real-World Automotive Accidents
  • Citing Conference Paper
  • November 2018

SAE Technical Papers