Dear Label_Name,

Greetings! I hope you are well.

I am writing on behalf of an international publishing house, Science and Education Publishing, USA (http://www.sciepub.com).

Science and Education Publishing (SciEP) is a multidisciplinary open access publisher of Journals covering the fields of Science, Technology and Medicine. All SciEP publications are subject to high-quality peer review, editorial and production processes and are freely available online.

Welcome to the April, 2013 edition of SciEP newsletter, providing monthly summaries of articles on science & education related topics of interest to scientist and professionals. The mission of our journals is to provide an open access forum for publishing new findings on issues pertinent to scientific and academic field. We also invite you to submit original research papers, review articles, short reports, or case studies are considered for publication in our Multidisciplinary Journals.

American Journal of Public Health Research
DOI: 10.12691/ajphr-1-1-3

The Implementation of a Tele-Homecare System with Service Oriented Architecture and HL7 Message Transmission Standard
Ching-Sung Wang

American Journal of Medical and Biological Research
DOI: 10.12691/ajmbr-1-1-2

The Influence of Ethanol on Pyruvate Kinases Activity in Vivo, in Vitro, in Silico
Lelevich Sergey Vladimirovich, Khrustalev Vladislav Victorovich, Barkovsky Eugene Victorovich, Shedogubova Tatyana Aleksandrovna

American Journal of Medical Sciences and Medicine
DOI: 10.12691/ajmsm-1-1-1

Clinical and Histological Features in Wegener Granulomatosis
Li Cavoli Gioacchino, Passantino Rita, Bono Luisa, Tortorici Calogera, Ferrantelli Angelo, Giammarresi Carlo, Rotolo Ugo

American Journal of Infectious Diseases and Microbiology
DOI: 10.12691/ajidm-1-1-2

The Curse of Lymphatic Filariasis: Would the Continual Use of Diethylcarbamazine Eliminate this Scourge in Papua New Guinea?
Anne Lanham, Lillian Mwanri

We have released issues of some journals on February 2013.
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American Journal of Medical Sciences and Medicine
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American Journal of Clinical Medicine Research
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American Journal of Cancer Prevention
American Journal of Medicine Studies
American Journal of Infectious Diseases and Microbiology
American Journal of Cardiovascular Disease Research
American Journal of Biomedical Research
American Journal of Mechanical Engineering
American Journal of Microbiological Research
Journal of Preventive Medicine
American Journal of Food and Nutrition
American Journal of Hypertension Research
American Journal of Sports Science and Medicine
Journal of Cancer Research and Treatment
American Journal of Zoological Research
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Label_Title

Dear Label_Name,

Greetings! I hope you are well.

I am writing on behalf of an international publishing house, Science and Education Publishing, USA (http://www.sciepub.com).

Science and Education Publishing (SciEP) is a multidisciplinary open access publisher of Journals covering the fields of Science, Technology and Medicine. All SciEP publications are subject to high-quality peer review, editorial and production processes and are freely available online.

Welcome to the April, 2013 edition of SciEP newsletter, providing monthly summaries of articles on science & education related topics of interest to scientist and professionals. The mission of our journals is to provide an open access forum for publishing new findings on issues pertinent to scientific and academic field. We also invite you to submit original research papers, review articles, short reports, or case studies are considered for publication in our Multidisciplinary Journals.

American Journal of Public Health Research
DOI: 10.12691/ajphr-1-1-3

The Implementation of a Tele-Homecare System with Service Oriented Architecture and HL7 Message Transmission Standard
Ching-Sung Wang

American Journal of Medical and Biological Research
DOI: 10.12691/ajmbr-1-1-2

The Influence of Ethanol on Pyruvate Kinases Activity in Vivo, in Vitro, in Silico
Lelevich Sergey Vladimirovich, Khrustalev Vladislav Victorovich, Barkovsky Eugene Victorovich, Shedogubova Tatyana Aleksandrovna

American Journal of Medical Sciences and Medicine
DOI: 10.12691/ajmsm-1-1-1

Clinical and Histological Features in Wegener Granulomatosis
Li Cavoli Gioacchino, Passantino Rita, Bono Luisa, Tortorici Calogera, Ferrantelli Angelo, Giammarresi Carlo, Rotolo Ugo

American Journal of Infectious Diseases and Microbiology
DOI: 10.12691/ajidm-1-1-2

The Curse of Lymphatic Filariasis: Would the Continual Use of Diethylcarbamazine Eliminate this Scourge in Papua New Guinea?
Anne Lanham, Lillian Mwanri

We have released issues of some journals on February 2013.
American Journal of Public Health Research
American Journal of Medical Sciences and Medicine
American Journal of Medical and Biological Research
American Journal of Pharmacological Sciences
American Journal of Clinical Medicine Research
American Journal of Nursing Research
American Journal of Cancer Prevention
American Journal of Medicine Studies
American Journal of Infectious Diseases and Microbiology
American Journal of Cardiovascular Disease Research
American Journal of Biomedical Research
American Journal of Mechanical Engineering
American Journal of Microbiological Research
Journal of Preventive Medicine
American Journal of Food and Nutrition
American Journal of Hypertension Research
American Journal of Sports Science and Medicine
Journal of Cancer Research and Treatment
American Journal of Zoological Research
Journal of Biomedical Engineering and Technology
American Journal of Microbiological Research
Biomedical Science and Engineering

We are pleased to announce that submissions are now being accepted for peer review for all the journals across all our subject areas in SciEP.

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Label_Title

Dear Label_Name,

Greetings! I hope you are well.

I am writing on behalf of an international publishing house, Science and Education Publishing, USA (http://www.sciepub.com).

Science and Education Publishing (SciEP) is a multidisciplinary open access publisher of Journals covering the fields of Science, Technology and Medicine. All SciEP publications are subject to high-quality peer review, editorial and production processes and are freely available online.

Welcome to the April, 2013 edition of SciEP newsletter, providing monthly summaries of articles on science & education related topics of interest to scientist and professionals. The mission of our journals is to provide an open access forum for publishing new findings on issues pertinent to scientific and academic field. We also invite you to submit original research papers, review articles, short reports, or case studies are considered for publication in our Multidisciplinary Journals.

American Journal of Public Health Research
DOI: 10.12691/ajphr-1-1-3

The Implementation of a Tele-Homecare System with Service Oriented Architecture and HL7 Message Transmission Standard
Ching-Sung Wang

American Journal of Medical and Biological Research
DOI: 10.12691/ajmbr-1-1-2

The Influence of Ethanol on Pyruvate Kinases Activity in Vivo, in Vitro, in Silico
Lelevich Sergey Vladimirovich, Khrustalev Vladislav Victorovich, Barkovsky Eugene Victorovich, Shedogubova Tatyana Aleksandrovna

American Journal of Medical Sciences and Medicine
DOI: 10.12691/ajmsm-1-1-1

Clinical and Histological Features in Wegener Granulomatosis
Li Cavoli Gioacchino, Passantino Rita, Bono Luisa, Tortorici Calogera, Ferrantelli Angelo, Giammarresi Carlo, Rotolo Ugo

American Journal of Infectious Diseases and Microbiology
DOI: 10.12691/ajidm-1-1-2

The Curse of Lymphatic Filariasis: Would the Continual Use of Diethylcarbamazine Eliminate this Scourge in Papua New Guinea?
Anne Lanham, Lillian Mwanri

We have released issues of some journals on February 2013.
American Journal of Public Health Research
American Journal of Medical Sciences and Medicine
American Journal of Medical and Biological Research
American Journal of Pharmacological Sciences
American Journal of Clinical Medicine Research
American Journal of Nursing Research
American Journal of Cancer Prevention
American Journal of Medicine Studies
American Journal of Infectious Diseases and Microbiology
American Journal of Cardiovascular Disease Research
American Journal of Biomedical Research
American Journal of Mechanical Engineering
American Journal of Microbiological Research
Journal of Preventive Medicine
American Journal of Food and Nutrition
American Journal of Hypertension Research
American Journal of Sports Science and Medicine
Journal of Cancer Research and Treatment
American Journal of Zoological Research
Journal of Biomedical Engineering and Technology
American Journal of Microbiological Research
Biomedical Science and Engineering

We are pleased to announce that submissions are now being accepted for peer review for all the journals across all our subject areas in SciEP.

Please submit your manuscript via our online submission system:
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Label_Title

Dear Label_Name,

Greetings! I hope you are well.

I am writing on behalf of an international publishing house, Science and Education Publishing, USA (http://www.sciepub.com).

Science and Education Publishing (SciEP) is a multidisciplinary open access publisher of Journals covering the fields of Science, Technology and Medicine. All SciEP publications are subject to high-quality peer review, editorial and production processes and are freely available online.

Welcome to the April, 2013 edition of SciEP newsletter, providing monthly summaries of articles on science & education related topics of interest to scientist and professionals. The mission of our journals is to provide an open access forum for publishing new findings on issues pertinent to scientific and academic field. We also invite you to submit original research papers, review articles, short reports, or case studies are considered for publication in our Multidisciplinary Journals.

American Journal of Public Health Research
DOI: 10.12691/ajphr-1-1-3

The Implementation of a Tele-Homecare System with Service Oriented Architecture and HL7 Message Transmission Standard
Ching-Sung Wang

American Journal of Medical and Biological Research
DOI: 10.12691/ajmbr-1-1-2

The Influence of Ethanol on Pyruvate Kinases Activity in Vivo, in Vitro, in Silico
Lelevich Sergey Vladimirovich, Khrustalev Vladislav Victorovich, Barkovsky Eugene Victorovich, Shedogubova Tatyana Aleksandrovna

American Journal of Medical Sciences and Medicine
DOI: 10.12691/ajmsm-1-1-1

Clinical and Histological Features in Wegener Granulomatosis
Li Cavoli Gioacchino, Passantino Rita, Bono Luisa, Tortorici Calogera, Ferrantelli Angelo, Giammarresi Carlo, Rotolo Ugo

American Journal of Infectious Diseases and Microbiology
DOI: 10.12691/ajidm-1-1-2

The Curse of Lymphatic Filariasis: Would the Continual Use of Diethylcarbamazine Eliminate this Scourge in Papua New Guinea?
Anne Lanham, Lillian Mwanri

We have released issues of some journals on February 2013.
American Journal of Public Health Research
American Journal of Medical Sciences and Medicine
American Journal of Medical and Biological Research
American Journal of Pharmacological Sciences
American Journal of Clinical Medicine Research
American Journal of Nursing Research
American Journal of Cancer Prevention
American Journal of Medicine Studies
American Journal of Infectious Diseases and Microbiology
American Journal of Cardiovascular Disease Research
American Journal of Biomedical Research
American Journal of Mechanical Engineering
American Journal of Microbiological Research
Journal of Preventive Medicine
American Journal of Food and Nutrition
American Journal of Hypertension Research
American Journal of Sports Science and Medicine
Journal of Cancer Research and Treatment
American Journal of Zoological Research
Journal of Biomedical Engineering and Technology
American Journal of Microbiological Research
Biomedical Science and Engineering

We are pleased to announce that submissions are now being accepted for peer review for all the journals across all our subject areas in SciEP.

Please submit your manuscript via our online submission system:
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Label_Title

Dear Label_Name,

Greetings! I hope you are well.

I am writing on behalf of an international publishing house, Science and Education Publishing, USA (http://www.sciepub.com).

Science and Education Publishing (SciEP) is a multidisciplinary open access publisher of Journals covering the fields of Science, Technology and Medicine. All SciEP publications are subject to high-quality peer review, editorial and production processes and are freely available online.

Welcome to the April, 2013 edition of SciEP newsletter, providing monthly summaries of articles on science & education related topics of interest to scientist and professionals. The mission of our journals is to provide an open access forum for publishing new findings on issues pertinent to scientific and academic field. We also invite you to submit original research papers, review articles, short reports, or case studies are considered for publication in our Multidisciplinary Journals.

American Journal of Public Health Research
DOI: 10.12691/ajphr-1-1-3

The Implementation of a Tele-Homecare System with Service Oriented Architecture and HL7 Message Transmission Standard
Ching-Sung Wang

American Journal of Medical and Biological Research
DOI: 10.12691/ajmbr-1-1-2

The Influence of Ethanol on Pyruvate Kinases Activity in Vivo, in Vitro, in Silico
Lelevich Sergey Vladimirovich, Khrustalev Vladislav Victorovich, Barkovsky Eugene Victorovich, Shedogubova Tatyana Aleksandrovna

American Journal of Medical Sciences and Medicine
DOI: 10.12691/ajmsm-1-1-1

Clinical and Histological Features in Wegener Granulomatosis
Li Cavoli Gioacchino, Passantino Rita, Bono Luisa, Tortorici Calogera, Ferrantelli Angelo, Giammarresi Carlo, Rotolo Ugo

American Journal of Infectious Diseases and Microbiology
DOI: 10.12691/ajidm-1-1-2

The Curse of Lymphatic Filariasis: Would the Continual Use of Diethylcarbamazine Eliminate this Scourge in Papua New Guinea?
Anne Lanham, Lillian Mwanri

We have released issues of some journals on February 2013.
American Journal of Public Health Research
American Journal of Medical Sciences and Medicine
American Journal of Medical and Biological Research
American Journal of Pharmacological Sciences
American Journal of Clinical Medicine Research
American Journal of Nursing Research
American Journal of Cancer Prevention
American Journal of Medicine Studies
American Journal of Infectious Diseases and Microbiology
American Journal of Cardiovascular Disease Research
American Journal of Biomedical Research
American Journal of Mechanical Engineering
American Journal of Microbiological Research
Journal of Preventive Medicine
American Journal of Food and Nutrition
American Journal of Hypertension Research
American Journal of Sports Science and Medicine
Journal of Cancer Research and Treatment
American Journal of Zoological Research
Journal of Biomedical Engineering and Technology
American Journal of Microbiological Research
Biomedical Science and Engineering

We are pleased to announce that submissions are now being accepted for peer review for all the journals across all our subject areas in SciEP.

Please submit your manuscript via our online submission system:
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Optimization of Seatbelt Restraint Forces in Vehicle Frontal Crashes

Fenghui SHI

Department of Mechanical Engineering, National Institute of Technology, Akashi College, Japan 679-3 Nishioka, Uozumi-cho, Akashi, Hyogo 674-8501, Japan

Abstract: Current seat belt systems use a force limiter mechanism. However, they have the disadvantage of being unable to accommodate a wide range of speeds, as they provide constant performance regardless of speed. The purpose of this study is to reduce restraint forces across a wide range of speeds by developing a semi-active vehicle seatbelt system using a Magneto-Rheological (MR) shock absorber. The effect of system response delay is also considered. In this study, a vehicle model for the sled test is proposed for simulation and MR shock absorber optimization. In the first step, we optimized the gap of the MR valve and the initial pressure of the gas chamber. Then, the current applied to the coil is fine-tuned by minimizing restraint forces for various frontal crash speeds. The results show that the seat belt system with an MR shock absorber can significantly reduce restraint forces for various crash speeds. In all cases-Case 1, Case 2, and Case 3-by optimizing the current value I, the maximum chest restraint force was reduced by approximately 13.6% to 52.5% compared to using only the seatbelt.

Keywords: seatbelt, optimization, MR Fluid, Seatbelt Restraint Forces, MR Damper, Semi-active seatbelt

Received August 19, 2024; Revised September 21, 2024; Accepted September 28, 2024

Citation: Fenghui SHI, Optimization of Seatbelt Restraint Forces in Vehicle Frontal Crashes. American Journal of Mechanical Engineering, 12 (3). 35-43. January 2024. doi:10.12691/ajme-12-3-2

1. Introduction

Seat belts can save lives. Restraints in vehicles have prevented innumerable deaths due to a head injury and many other lethal fates [1].

The first seat belt designs were introduced in 1894, after being patented in 1885. In motor vehicles, the front lap belt became standard in 1964. In 1973 the lap belt was upgraded to a three-point harness, mostly due to the efforts of Bohlin. This introduction has led to almost a 50% decrease in fatal injuries from automobile collisions [2]. Safety harnesses represent "active restraints," while airbags and head restraints are referred to as passive restraints. Despite obvious benefits, seat belts are not universally used in most countries. The National Highway Traffic Safety Administration (NHTSA) reported an 83% compliance in the United States in 2008 [3].

Although seatbelts have prevented numerous deaths by reducing head injuries, they can cause damage via the transmission of force upon impact associated with the restraint of a passenger. Seatbelt injury, also called seatbelt syndrome. The three-point adult harness rests on the shoulder, chest, and abdomen.

Current seat belts are equipped with pretensioner and force limiter mechanisms. The pretensioner mechanism quickly retracts the belt in the event of a frontal collision, accelerating the occupant's restraint. The force limiter mechanism gradually loosens the seat belt under a certain load to prevent excessive force on the occupant's chest, thereby providing protection. However, this force limiter mechanism is generally a passive system that provides consistent performance regardless of speed. As shown in Figure 1, the fatal and serious injury rates for chest injuries remain nearly constant once the simulated speed exceeds 60 km/h. This is likely due to the force limiter being in effect. Furthermore, the significant increase in the fatal and serious injury rates for head injuries when the simulated speed exceeds 80 km/h suggests that insufficient restraint by the force limiter leads to increased occupant displacement and secondary collisions with the steering wheel or other parts. Thus, it can be said that conventional force limiter mechanisms have the drawback of not being able to accommodate a wide range of speeds.

Figure 1. Fatal and Serious Injury rates vs Frontal crash Speed (m/s)

Adaptive seat belts are able to adjust their configuration during, or before, the secondary collision. In this way, the protection could be made optimal for a specific occupant, occupant position, vehicle, or crash (Mackay et al.,1994) [5]. This flexibility allows improving the occupant’s response for the actual situation. The need to develop intelligent, real-time controlled restraint systems has also been recognized in the roadmap for future passive safety technology (Wismans, 2007) [5].

The term adaptive seat belts is adhered to, but different names can be found in literature (Wismans, 2003) [7]. They are also called smart, intelligent or active seat belts, although these terms do not systematically refer to different systems. Differences can, however, be seen in the approaches that are used, and three types of adaptive systems can be distinguished.

This study explores the possibility of reducing chest restraint forces by incorporating a semi-active mechanism using MR dampers into the seat belt system. We proposed an optimization method to minimize restraint forces with the MR damper. In the first step, MR damper parameters are optimized, and in the second step, the optimal current values are determined for different crash speeds.

1. At a low collision speed (30 km/h), the structure of the MR damper is optimized without applying current to the MR damper's coil.

2. For collision speeds ranging from 40 to 80 km/h, the optimal current values are determined through optimization, allowing the system to accommodate a wide range of collision speeds.

3. The system response delay and other factors are considered to investigate how much they affect the restraint force and to determine acceptable limits.

2. Dynamic Model of Seatbelt System

Dynamic model proposed used to study the dynamic of the human thorax in a crash of a vehicle is shown in Figure 2 where the vehicle is shaded. In this model, m₁ is the effective mass of the sternum and a portion of the anterior rib cage and thoracic contents, m₂ is the effective mass of seatbelt systems. x₁, x₂ are displacements respectively. X is displacement of vehicle body. Accelerations change of vehicle body is half-cycle sine wave (Figure 3). MR damper in Figure 2 is a damper filled with magnetorheological fluid, which is controlled by a magnetic field, usually using an electromagnet [8,9,10]. This allows the damping characteristics of the damper to be continuously controlled by varying the power of the electromagnet. The damping force can be controlled by MR fluid viscosity increases within the damper as electromagnet intensity increases.

The vehicle model is shown in Figure 2. This model is designed for a sled test, simulating and optimizing by applying a half-cycle sine wave acceleration to the vehicle from the front. In this simulation, six different crash speeds are set: 30, 40, 50, 60, 70, and 80 km/h, as these speeds were determined to be the most practical.

The following assumptions are made for the simulation: (1) The crash type is a frontal (full-lap) collision; (2) The human mass considered is limited to the thorax, and only translational motion is taken into account; (3) The vehicle collision is assumed to end 0.08 seconds after the initial impact.

Figure 2. Dynamic Model

Figure 3. Acceleration of vehicle body

Based on Figure 2, the equations of motion are as follows.

[picture] | (1)

[picture] | (2)

Where F is restraint force to the human thorax, Fd and Fk are the damping force of the MR damper and the restoring force from the air spring. Fd and Fk will be described in the next section.

[picture] | (3)

X and k represent the vehicle displacement and the restoring spring constant of the seat belt, respectively.

[picture] | (4)

[picture] | (5)

[picture] | (6)

A and ω are the amplitude and angular velocity of the half-cycle sine wave used for the body acceleration. v₀ is the collision speed, and tp is the collision end time.

3. MR Damper

In this section, the quasi-static model of MR valves is presented. The equations are derived based on the assumption that the MR fluid exhibits Bingham plastic behavior and the flow is fully developed in the ducts [11,12]. As shown in Figure 4, the MR valve structure includes the outer and inner pistons which divide the MR damper into upper and lower champers. Both champers are fully filled with MR fluids. As the inner piston moves, the MR fluid flows from one champers to the other one through the orifice of the valve. Significant geometrical parameters of the MR valve are the valve height L, the valve mean diameter of the annular MR fluid gap dm, the valve orifice gap h and the pole length tb, which are presented in Figure 5.

When the coil is electrified, a magnetic circuit appears as shown in the figure. At the two end flanges, flux lines are perpendicular to the flow direction which causes a field-dependent resistance on the flow. The pressure drop developed in such kind of MR valve is given by [11,12,15].

[picture] | (7)

Here, Q is the volumetric flow rate, η is the viscosity without a magnetic field, τy is the yield stress induced by the magnetic field The parameter c is a coefficient dependent on the velocity distribution, and it varies between 2.07 and 3.07. The parameter c can be approximated as follows [12]:

[picture] | (8)

The second term of Equation (7) can be continuously controlled by the strength of the magnetic field passing through the MR valve's gap. This is a dominant term in damping force and is expected to have a significant impact on the design of the MR damper. The yield stress τy generated in the MR fluid due to the applied magnetic field is typically characterized for various MR fluids. In this study, the MR fluid "MRF-140BC," (Lord Corporation), will be used. Figure 6 shows the data sheet for this MR fluid. The experimentally obtained yield stress τy [Pa] for this MR fluid can be approximated as a function of the applied magnetic field strength Hmr (A/m) as follows:

[picture] | (9)

The coefficients C₀, C1 and C₂ are -481.69, 0.31543, and - , respectively.

Figure 4. Schematic configuration of MR damper

Figure 5. Coil of MR valve

Figure 6. Yield Stress vs. Magnetic Field Intensity

Based on Kirchhoff's laws and the magnetic flux conservation principle for the magnetic circuit, and assuming that the magnetic field strength along the effective length of each link in the magnetic circuit is constant, the relationship between the magnetic field strength Hmr in the MR fluid and the applied current I can be approximated as follows.

[picture] | (10)

Nc, h, and I represent the number of turns of the coil, the gap of the MR valve, and the current flowing through the coil, respectively.

The damping force of the MR damper is determined by the damper's shape, input current, characteristics of the MR fluid, and the movement of the damper. Assuming the

behavior of the MR damper is quasi-static and neglecting frictional forces, the damping force of the MR damper can be obtained using the following equation

[picture] | (11)

Ap and As represent the effective cross-sectional areas of the piston and piston shaft, respectively. P₁and P₂ are the pressures in the upper and lower chambers of the MR damper, respectively. If the pressure in the gas chamber Pa is approximated to be equal to the pressure in the lower chamber P₂, it can be expressed as follows:

[picture] | (12)

[picture] | (13)

The pressure in the gas chamber can be determined using the following equation:

[picture] | (14)

Here, P₀ and V₀ represent the initial pressure and volume of the gas chamber, respectively. The parameter γ represents the thermal expansion coefficient and varies between 1.4 and 1.7. Based on Equations (11) to (13), the damping force of the MR damper can be described as follows:

[picture] | (15)

Additionally, the restoring force of the air spring is given by the following equation:

[picture] | (16)

4. Optimization

In this section, the optimization method is introduced. There two steps for this optimization. The algorithm used is the "genetic algorithm." Initial Values for MR Damper Design are expressed in Table 1.

MATLAB/Simulink2020b is used in optimization and Simulation [18,19,20].

See Appendices about block diagrams (Figure 12 Figure 13 Figure 14 Figure 15).

4.1. Optimization of the Parameters of the MR Damper

In the first step, the parameters of the MR damper, including the gap h of the MR valve and the initial pressure P₀ of the gas chamber (Figure 4 and Figure 5), will be optimized without applying the magnetic circuit.

The objective function for this optimization is given by Equation (17), which aims to minimize the maximum restraint force applied to the chest. The design variables and the constraints are defined by Equations (18) and (19).

Table 1. Initial Values for MR Damper Design

Figure 7. Comparison of Restraint Forces

The objective function

[picture] | (17)

The design variables

[picture] | (18)

The constraints

[picture] | (19)

The optimization results are

m, Pa

The simulation results for the optimization of the MR valve gap h and the initial pressure P₀ of the gas chamber at impact speed 30 km/h are shown in Figure 7. As demonstrated by these results, using the optimum MR damper reduced the restraint force about 29.6%.

Using the result optimum h* and P₀*, the 2nd step optimization for impact speed at 40, 50, 60, 70, 80km/h will be done in the next section.

4.2. Optimization of Current

In the 2nd step, the current value I corresponding to each collision speed applied to the coil, will be optimized. The optimization method employed in this study is described below.

The applied current I to the coil is expressed as a piecewise linear function in Figure 8 (Case1, Case2, Case3). The crash termination time of 0.08 seconds is divided into intervals of 0.02 seconds. The reason for dividing into 0.02-second intervals is to account for the response time of the MR fluid, which takes a few milliseconds, and to capture the characteristics of the current at each crash time interval. A representative current value is set for each of these 0.02-second intervals, and the current value at the i-th representative point is denoted as Ii. The current value after the crash termination time is assumed to remain the same as the representative point value at 0.08 seconds. Thus, it can be expressed by the following equation.

We propose three methods for applying current to the MR fluid. See Figure 8 (Case1, Case2 and Case3)

The objective function is as same as Equation (17).

Case1: The current value remains constant during the crash termination time of 0.08 seconds.

The design variable is expressed as

[picture] | (20)

Case2: The current value remains constant during the intervals time, 0.02 seconds.

The design variables are expressed as

[picture] | (21)

Case3: The applied current I to the coil is expressed as a piecewise linear function during the intervals time, 0.02 seconds.

The design variables are expressed as

[picture] | (22)

5. Optimization Results and Discussion

Optimization was performed using a genetic algorithm in cases 1, 2, and 3. The optimization results are shown in Table 1, Table 2, and Table 3. The simulation results for seat belt restraint forces at different collision speeds are shown in Figure 9, Figure 10, and Figure 11. For collision speeds below 30 km/h, no current is applied to the MR damper. For collision speeds between 40 km/h to 80 km/h, optimal current is applied to the MR damper. By applying this optimal current to the MR damper, the seat belt's restraint force can be controlled, and by distributing the maximum restraint force over the collision period (0.08s), the peak value of the restraint force can be reduced. The vehicle can remain in standby mode, adjusting the corresponding current according to the driving speed.

Figure 8. Method for Defining the Applied Current as Design Variables

Table 1 shows the optimization results for Case 1. During the collision period (Figure 8(a)), the current value remains constant. The maximum restraint force when current is applied is smaller than when no current is applied. However, the reduction rate is the smallest among the three cases, with a maximum reduction of 39.2% and a minimum reduction of 13.6%.

Table 2 shows the optimization results for Case 2. During the collision period (0.08s), the current value remains constant every 0.02s (Figure 8(b)). The maximum restraint force when current is applied is reduced by a maximum of 49.5% and a minimum of 28.1% compared to when no current is applied.

Table 2. Optimization Results of Case1

Table 3 shows the optimization results for Case 3. During the collision period (0.08s), the current value changes every 0.02s (Figure 8(c)). The maximum restraint force when current is applied is reduced by a maximum of 52.5% and a minimum of 43.5% compared to when no current is applied. This case achieves the greatest reduction in maximum restraint force among the three cases.

Table 3. Optimization Results of Case2

Regarding the optimal current values, Case 1 requires the smallest current (0.1124A to 0.4635A), while Case 2 and Case 3 require higher current values, ranging from 1.365A to 2.525A.

Table 4. Optimization Results of Case3

Figure 9, Figure 10, and Figure 11 show the simulation results. For Case 1 (Figure 9), all the restraint force curves for collision speeds ranging from 30 km/h to 80 km/h are flat and smooth.

Figure 9. Comparison of Restraint Forces for case1

Figure 10. Comparison of Restraint Forces for case2

Figure 11. Comparison of Restraint Forces for case3

Figure 10 and Figure 11 express the simulation results for Case 2 and Case 3. Although the maximum restraint forces are smaller than those in Case 1, the 60 km/h (pink solid line) and 70 km/h (green solid line) curves in Figure 10, and the 70 km/h (green solid line) and 80 km/h (black solid line) curves in Figure 11 exhibit some fluctuations.

6. Conclusions

A seatbelt system model with an MR damper was constructed, and three control methods were proposed in this study. Effective optimization was performed for Case 1, Case 2, and Case 3, and the current applied to the MR fluid for different collision speeds was calculated.

By optimizing the MR valve gap h and the initial pressure P₀ of the gas chamber, a reduction in restraint force was observed. It was clear from equations (7) and (8) that the gap significantly affects the damping force of the MR damper. However, at the initial stage of the collision, the initial pressure P₀ of the gas chamber is also considered to have a substantial impact.

In all cases-Case 1, Case 2, and Case 3-by optimizing the current value I, the maximum chest restraint force was reduced by approximately 13.6% to 52.5% compared to using only the seatbelt. Furthermore, the shape of the graph also became more ideal.

Appendices

Figure 12. MATLAB/Simulink Block Diagram of the Seatbelt Model

Figure 13. Currents Block Diagram of Case1

Figure 14. Currents Block Diagram of Case2

Figure 15. Currents Block Diagram of Case3

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