an assessment of driving seating comfort based on …
TRANSCRIPT
AN ASSESSMENT OF DRIVING SEATING
COMFORT BASED ON NATURAL FIBER
MATERIAL BY USING DIGITAL HUMAN
MODELLING AND PRESSURE MAPPING
TECHNIQUE
NUR SYAZWANI BT MOHD NOOR
MASTER OF SCIENCE
UNIVERSITI MALAYSIA PAHANG
SUPERVISOR’S DECLARATION
We hereby declare that we have checked this thesis and in our opinion, this thesis is
adequate in terms of scope and quality for the award of the degree of Master of Science
in Mechanical Engineering.
_______________________________
(Supervisor’s Signature)
Full Name : TS. DR. ZAKRI BIN GHAZALLI
Position : SENIOR LECTURER
Date :
_______________________________
(Co-supervisor’s Signature)
Full Name : PROF MADYA TS. DR. MOHD RUZAIMI BIN MAT REJAB
Position : ASSOCIATE PROFESSOR
Date :
STUDENT’S DECLARATION
I hereby declare that the work in this thesis is based on my original work except for
quotations and citations which have been duly acknowledged. I also declare that it has
not been previously or concurrently submitted for any other degree at Universiti
Malaysia Pahang or any other institutions.
_______________________________
(Student’s Signature)
Full Name : NUR SYAZWANI BINTI MOHD NOOR
ID Number : MMM14039
Date :
AN ASSESMENT OF SEATING COMFORT DURING DRIVING BASED ON
HYBRID NATURAL FIBER BY USING DIGITAL HUMAN MODELLING AND
PRESSURE MAPPING TECHNIQUE
NUR SYAZWANI BT MOHD NOOR
Thesis submitted in fulfillment of the requirements
for the award of the degree of
Master of Science
Faculty of Mechanical & Manufacturing Engineering
UNIVERSITI MALAYSIA PAHANG
JULY 2019
ii
ACKNOWLEDGEMENTS
By the name of Allah, the Most Gracious, the Most Merciful. Praise be to Allah, the
Lord of the World; peace and blessings of Allah be upon the noblest of the Prophets and
Messengers, our Prophet MOHAMMED and his family, companions and who follows
him until the last day.
First and foremost, I would like to extend my gratitude to my supervisor, Ts.Dr. Zakri
bin Ghazalli, for his guidance, knowledge and financial support since the first day of
this study. I would also like to thank my co-supervisor, Prof Madya Ts.Dr. Mohd
Ruzaimi bin Mat Rejab, for their support throughout this study.
Besides that, I would like to thank the Faculty of Mechanical Engineering and all staff
especially who handle postgraduate students from the beginning. I really appreciate the
help from the laboratory staff and undergraduate students. Special thanks to my
postgraduate friends for your support and concern.
Last but not least, I would like to acknowledge with gratitude the support and love from
my family- my parents, husband, son and siblings. They all kept me going, and my
journey would have been impossible without them
iii
ABSTRAK
Posisi kedudukan yang selesa adalah indikasi yang penting semasa memandu
terutamanya ketika memandu pada masa yang lama. Tempat duduk yang selesa menjadi
sesuatu yang sangat diberi perhatian dan hal ini membezakan antara pesaing-pesaing
dalam bidang pembuatan kereta. Salah satu kunci penting dalam penghasilan kerusi
kereta adalah bahan pembuatan kerusi kereta iaitu busa poliuretan (PU) fleksibel dan
ianya digunakan dengan sangat meluas. Pada masa kini, perkembangan produk yang
boleh diperbaharui untuk mengurangkan penggunaan produk berasaskan petroleum
menjadi isu penting terutamanya untuk alam sekitar. Matlamat kajian ini adalah untuk
mengkaji keselesaan semasa memandu berdasarkan penggunaan hibrid bahan semula
jadi dengan menggunakan kaedah model digital manusia dan teknik pemetaan tekanan.
Dalam kajian ini, PU yang dicampur serat semulajadi telah dihasilkan bertujun untuk
menyelidik sifat-sifat mekanikal komposit. PU terhasil melalui percampuran dua bahan
kimia polyol dan isocyanate dengan nisbah 1:0.6. Sebanyak tiga jenis serat semulajadi
dipilih untuk dicampurkan besama PU iaitu “empty fruit bunch” (EFB), kenaf dan juga
sabut kelapa dengan komposisi berlainan (5wt%, 10wt%, 15wt% and 20wt%) sebelum
sifat mekanikal komposit itu diuji. Berdasarkan keputusan yang diperoleh, PU yang
dicampurkan bersama EFB (5wt%) memiliki sifat terbaik dan ianya lebih menjimatkan
berbanding komposit yang lain. Selepas diuji sifat bahan, sebuah model kerusi kereta
telah difabrikasi menggunakan komposit yang telah dipilih mengikut saiz dan juga
bentuk kerusi kereta komersial bersaiz kecil. Eksperimen pemetaan tekanan dijalankan
pada kedua-dua kerusi kereta tersebut untuk membandingkan pengagihan tekanan di
antara manusia dan kerusi kereta. Sebanyak 20 orang subjek digunakan untuk
eksperimen ini yang dipilih secara rawak terdiri daripada pelajar-pelajar Universiti
Malaysia Pahang (UMP) untuk sesi memandu. Subjek-subjek dikehendaki memandu
sepanjang jalan di dalam kampus UMP Pekan selama 20 minit sebelum diminta untuk
menjawab soalan tentang tahap keselasaan semasa memandu untuk kedua-dua buah
kereta. Enam bahagian badan diambil kira untuk diuji iaitu punggung kanan dan kiri,
paha kanan dan kiri serta bahagian atas dan bawah belakang. Bahagian punggung
menpunyai tekanan paling tinggi di antara ke enam-enam bahagian yang telah diuji dan
bahagian belakang adalah yang paling rendah. Subjek yang berat mempunyai tekanan
lebih tinggi sebanyak 22% dan lebih luas kawasan tekanannya berbanding subjek yang
lebih ringan. Purata tekanan kesemua subjek menaik selepas memandu dan hal ini
menunjukkan jika pemandu memandu dengan lebih lama, pemandu akan merasa lebih
tidak selesa akibat daripada ketidakselesaan otot yang dialami. Kedua-dua tempat duduk
kereta mempunyai tahap keselesaan yang hampir sama berdasarkan kajian penilaian and
pemetaan tekanan. Justeru, komposisi hibrid menggunakan bahan semula jadi sesuai
digunakan sebagai bahan satu pilihan alternatif untuk pembuatan tempat duduk kereta.
iv
ABSTRACT
Seating comfort is one of the important indicators while driving especially for a prolong
drive. Seat comfort is crucial factor among the competitors of car seat manufacturers.
One key factor in producing a comfortable car seat is the material of car seat cushion. A
commonly used material in the automotive industry is flexible polyurethane (PU) foam.
Currently, the development of renewable products to reduce the usage of petroleum
based product has become an essential issue, especially to the environment. This study
aims to investigate seating comfort during driving based on hybrid natural fiber by
using digital human modelling and pressure mapping technique. The current study
attempted to study PU foam filled with natural filler to investigate the mechanical
properties of the composite. The PU was mixed with polyol and isocyanate with a ratio
of 1:0.6. Three natural fibers were chosen to mix with the PU, which are empty fruit
bunched (EFB), kenaf and coir were mixed with different proportions (5wt%, 10wt%,
15wt% and 20wt%) before tested for their mechanical properties . Based on the result
obtained, PU reinforced with EFB (5wt%) had good properties, and it was more
economical as compared to the other two fillers. A mock-up car seat model was
fabricated from the chosen composite which mimicked the size and design of an
existing commercial car seat for small cars. Pressure mapping experiment was
conducted on both seats to study the pressure distributions of human and seat
interaction. A total of 20 healthy subjects with driving experience were randomly
selected among Universiti Malaysia Pahang (UMP) students to do the driving session
for the pressure distribution experiment. Subjects were required to drive along UMP
Pekan route for about 20 minutes before they answered a questionnaire on comfort for
both seats. Six main body parts were investigated for pressure distributions which are
right buttock, left buttock, right thigh, left thigh, upper back and lower back. Among
these six body parts, the average pressure distribution was higher at buttock area (ischial
tuberosities), and the least was at the upper back of the body. Heavier subjects had
higher average pressure by 22% compared to the lighter subjects, and the area of the
pressure was wider. The average pressure of all subjects increased as the time of driving
increased. This shows that if the period of driving is longer, the driver might feel
discomfort as the pressure increases, which can cause muscle discomfort to the driver.
Both car seats had almost same comfort level regarding to the evaluation and pressure
mapping study. Hence, hybrid composition material can be used as an alternative
material to develop car seat.
v
TABLE OF CONTENT
DECLARATION
TITLE PAGE
ACKNOWLEDGEMENTS ii
ABSTRAK iii
ABSTRACT iv
TABLE OF CONTENT v
LIST OF TABLES viii
LIST OF FIGURES ix
LIST OF SYMBOLS xi
LIST OF ABBREVIATIONS xii
CHAPTER 1 INTRODUCTION 1
1.1 Introduction 1
1.2 Significance of the Study 3
1.3 Problem Statement 3
1.4 Objectives 4
1.5 Scopes of the Study 5
1.6 Structure of Thesis 5
CHAPTER 2 LITERATURE REVIEW 7
2.1 Introduction 7
2.2 Comfortable of Car Seat 7
2.3 Material Selection of Car Seat 13
vi
2.3.1 Polyurethane Foam 13
2.3.2 Natural Fibers 16
2.4 Computational Modelling for Seating Comfort 17
2.4.1 Human Modelling 17
2.4.2 Modelling of the Car Seat 20
2.5 Anthropometric data 22
2.6 Pressure Distribution during seating 23
2.7 Subjective method 25
2.8 Summary 26
CHAPTER 3 METHODOLOGY 27
3.1 Introduction 27
3.2 Research Framework 27
3.3 Survey 29
3.3.1 Questionnaire Development 29
3.4 Human Modelling 30
3.5 Natural Fiber Material Selection 32
3.5.1 Mechanical Testing 35
3.6 Fabrication of mock-up car seat 39
3.7 Anthropometric Data Collection 41
3.8 Pressure Mapping 43
3.9 Subjects and Subjective Data Collection 44
3.10 Questionnaire Design 46
3.11 Summary 47
vii
CHAPTER 4 RESULTS AND DISCUSSION 48
4.1 Introduction 48
4.2 Preliminary Result of Survey 48
4.3 Computational Analysis of Seated Human 51
4.4 Material Testing of Car Seat 54
4.4.1 Density Testing 54
4.4.2 Tensile Strength 56
4.4.3 Compression Force Deflection Test 57
4.4.4 Scanning Electron Microscopic (SEM) 58
4.5 Pressure mapping 60
4.6 Subjective evaluation 64
4.7 Summary 66
CHAPTER 5 CONCLUSION 67
5.1 Introduction 67
5.2 Conclusions 67
5.3 Contribution to the Society 68
5.4 Recommendations for Future Work 69
REFERENCES 71
APPENDIX A 79
APPENDIX B 80
APPENDIX C 96
APPENDIX D 98
viii
LIST OF TABLES
Table 2.1 An overview studies of seating comfort 10
Table 2.2 Dimension of car according to the segment 11
Table 2.3 Advantages and disadvantages of flexible polyurethane (PU) foam 16
Table 2.4 Mechanical properties of natural fibers 17
Table 3.1 Population characteristic of European and Malaysian population 32
Table 3.2 Neat Foam Formulation 33
Table 3.3 Properties of natural fibers (Abdul Khalil et al., 2008, Khalil et al.,
2010, Koronis et al., 2013, Lingenthiren, 2014) 33
Table 3.4 Body part measurement taken for anthropometric data 42
Table 3.5 Demographic detail of subjects 45
Table 4.1 Density of natural fiber reinforced PU foam with different
composition 56
Table 4.2 Tensile strength of natural fiber reinforced PU foam with different
compositions 57
Table 4.3 Compression strength of natural fiber reinforced PU foam with
different compositions 58
Table 4.4 Mean of cell size 60
Table 4.5 Average pressure of seat pan and back seat during driving 62
Table 4.6 Average pressure of seat pan and back seat 62
Table 4.7 Correlation value of seat A and Seat B 63
Table 4.8 Reliability test using Cronbach’s α 64
Table 4.9 P-value ANOVA Single factor 64
ix
LIST OF FIGURES
Figure 2.1 Specification of standard, compact, and mini sized cars by Japan
International Standard (JIS) 9
Figure 2.2 Difference of space between mini car and standard-size car
(measuring unit in milimeter) 9
Figure 2.3 Comfort study distribution according to the segment of vehicles
from 1991-2015 10
Figure 2.4 Percentage of cars sold in Malaysia by year 12
Figure 2.5 Plastic distribution throughout a car 14
Figure 2.6 Application of flexible polyurethane foam technology 15
Figure 2.7 Seated human model developed by Anybody Human Modelling 20
Figure 2.8 The structure of car seat 21
Figure 2.9 Division of car seat 21
Figure 2.10 Static anthropometric measurement for standing and seated posture 23
Figure 2.11 Pressure distribution of six body parts 24
Figure 2.12 Parts of body division for pressure mapping 24
Figure 3.1 Method for developing car seat and assessing drivers comfort 28
Figure 3.2 A sample of questionnaire 30
Figure 3.3 Standing human model 31
Figure 3.4 Seated human model 31
Figure 3.5 Polyol 33
Figure 3.6 Isocyanate 34
Figure 3.7 Schematic representation of free rising PU foam preparation 34
Figure 3.8 Flow chart for material preparation and testing 35
Figure 3.9 Foam cut into 25mm x 25mm x 25mm for density test 36
Figure 3.10 Composite PU foam for tensile strength test 37
Figure 3.11 Tensile machine 37
Figure 3.12 Composite foam for compression strength test 38
Figure 3.13 Specimen deformed at 50% thickness 39
Figure 3.14 Mock up car seat by using composite PU with 5wt% EFB fiber 40
Figure 3.15 Final product of car seat by using composite PU with 5wt% EFB
fiber 40
Figure 3.16 Anthropometric data measurement 41
Figure 3.17 Anthropometer set 42
Figure 3.18 Pressure mapping devices 43
x
Figure 3.19 Flow chart for subjective data collection 44
Figure 3.20 Posture of driver in static position and during driving 46
Figure 4.1 Comparison of discomfort during and after driving a mini size car 49
Figure 4.2 Percentage of discomfort body area 49
Figure 4.3 Musculoskeletal of seated human (a) European (b) Malaysian 51
Figure 4.4 Maximum muscle activity envelope 52
Figure 4.5 Muscle activity envelope (a) Trunk; (b) Right leg; and (c) Left leg 53
Figure 4.6 Effect of natural fiber on density 55
Figure 4.7 Tensile strength of composite PU foam 56
Figure 4.8 Compression strength of composite natural fiber 57
Figure 4.9 Unfilled PU Foam 58
Figure 4.10 (a) PU/Kenaf 5wt% (b) PU/Kenaf 20wt% 59
Figure 4.11 (a) PU/EFB 5wt% (b) PU/EFB 15wt% 59
Figure 4.12 (a) PU/Coir 5wt% (b) PU/Coir 15wt% 59
Figure 4.13 Pressure distribution of the subject (a) Heavy subject (b) Light
subject 61
Figure 4.14 Continued 61
Figure 4.15 Subject’s pressure data taken (a) Before driving and (b) After
driving 63
Figure 4.16 Average discomfort scale for car seat A and seat B 65
xi
LIST OF SYMBOLS
ρ Density
fi Muscle force
c Coefficient matrix
d Inertia force
Ni Strength of muscle
xii
LIST OF ABBREVIATIONS
AMS AnyBody Modelling System
ANOVA Analysis of variance
ASDQ Automotive seating discomfort questionnaire
BPM Body Pressure map
CAD Computer aided design
CAE Computer aided engineering
CNS Central nervous system
DHM Digital human modelling
EFB Empty fruit bunches
FEA Finite element analysis
FEM Finite element method
ISOPA European Isocyanate Producers Association
JIS Japan International Standard
LB Lower back
MPV Multi-purpose vehicle
MSD Musculoskeletal disorder
PU Polyurethane foam
SEM Scanning electron microscopic
SUV Sports utility vehicle
UMP Universiti Malaysia Pahang
VSCS Vehicle seat discomfort survey
71
REFERENCES
Abdul Khalil, H., Siti Alwani, M., Ridzuan, R., Kamarudin, H. & Khairul, A. 2008. Chemical
composition, morphological characteristics, and cell wall structure of Malaysian oil
palm fibers. Polymer-Plastics Technology and Engineering, 47, 273-280.
Ahmad, F., Choi, H. S. & Park, M. K. 2015. A review: Natural fiber composites selection in
view of mechanical, light weight, and economic properties. Macromolecular Materials
and Engineering, 300, 10-24.
Al-Oqla, F. M. & Sapuan, S. M. 2014. Natural fiber reinforced polymer composites in industrial
applications: feasibility of date palm fibers for sustainable automotive industry. Journal
of Cleaner Production, 66, 347-354.
Andreoni, G., Santambrogio, G. C., Rabuffetti, M. & Pedotti, A. 2002. Method for the analysis
of posture and interface pressure of car drivers. Applied Ergonomics, 33, 511-522.
AnyScript Model Repository 7.1. AnyBody 3.0. Aalborg, D. 2009. AnyBodyTechnology A/S.
Atikler, U. & Tihminlioglu, F. 2016. Influence of Surface Treatment of Fillers on Mechanical,
Surface, and Water Sorption Behavior of Natural-Fiber-Reinforced Polypropylene
Composites. Spherical and Fibrous Filler Composites, 8.
Bahrambeygi, H., Rabbi, A., Nasouri, K., Shoushtari, A. M. & Babaei, M. R. 2013.
Morphological and Structural Developments in Nanoparticles Polyurethane Foam
Nanocomposite's Synthesis and Their Effects on Mechanical Properties. Advances in
Polymer Technology, 32, E545-E555.
Barone, S. & Curcio, A. 2004. A computer-aided design-based system for posture analyses of
motorcycles. Journal of Engineering Design, 15, 581-595.
Bhise, V. D. 2011. Ergonomics in the automotive design process, CRC Press.
Bhise, V. D. 2012. Ergonomics in the automotive design process, Boca Raton, CRC Press
Taylor & Francis Group.
Blair, G. R., So, R., Milivojevich, A. & Van Heumen, J. 1998. Automotive Seating Comfort:
Investigating the Polyurethane Foam Contribution-Phase 1. SAE Technical Paper.
Bolstad, G., Benum, B. & Rokne, A. 2001. Anthropometry of Norwegian light industry and
office workers. Applied Ergonomics, 32, 239-246.
Brigham, F. 1975. Some quantitative considerations in questionnaire design and analysis.
Applied ergonomics, 6, 90-96.
Chen, S. & Jiang, Y. 2016. The acoustic property study of polyurethane foam with addition of
bamboo leaves particles. Polymer Composites.
ChinaStandardsGB/T10000-1988 1988. Human dimensions of Chinese adults. Administration
of Technology Supervision. People’s Republic of China (in simplified Chinese).
Ciloglu, H., Alziadeh, M., Mohany, A. & Kishawy, H. 2015. Assessment of the whole body
vibration exposure and the dynamic seat comfort in passenger aircraft. International
Journal of Industrial Ergonomics, 45, 116-123.
72
da Silva, L., Bortolotti, S. L. V., Campos, I. C. M. & Merino, E. A. D. 2012. Comfort model for
automobile seat. Work: A Journal of Prevention, Assessment and Rehabilitation, 41,
295-302.
Damsgaard, M., Rasmussen, J., Christensen, S. T., Surma, E. & de Zee, M. 2006. Analysis of
musculoskeletal systems in the AnyBody Modeling System. Simulation Modelling
Practice and Theory, 14, 1100-1111.
Daruis, D., Deros, B. M., Nor, M. J. M. & Hosseini Fouladi, M. Relationship between objective
and subjective methods in evaluating static discomfort of car driver seat. Advanced
Materials Research, 2012a. Trans Tech Publ, 4997-5003.
Daruis, D. D. I., Deros, B. M. & Noor, M. J. M. 2012b. Understanding The Effect Of Noise,
Vibration And Seat Discomfort Towards A Passenger’s Vehicle Driver Through Self–
reported Survey. Jurnal Teknologi, 49, 39-53.
Deng, R., Davies, P. & Bajaj, A. K. 2003. Flexible polyurethane foam modelling and
identification of viscoelastic parameters for automotive seating applications. Journal of
Sound and Vibration, 262, 391-417.
Deros, B. M., Daruis, D. D. I. & Nor, M. J. M. 2009. Evaluation of car seat using reliable and
valid vehicle seat discomfort survey. Industrial Engineeering & Management Systems,
8, 121-130.
Diebschlag, W., Heidinger, F., Kurz, B. & Heiberger, R. 1988. Recommendation for ergonomic
and climatic physiological vehicle seat design. SAE Technical Paper.
Dittenber, D. B. & GangaRao, H. V. 2012a. Critical review of recent publications on use of
natural composites in infrastructure. Composites Part A: Applied Science and
Manufacturing, 43, 1419-1429.
Dittenber, D. B. & GangaRao, H. V. S. 2012b. Critical review of recent publications on use of
natural composites in infrastructure. Composites Part A: Applied Science and
Manufacturing, 43, 1419-1429.
Duboeuf, O., Dupuis, R., Aubry, E. & Lauth, M. 2016. Harmonic Vibration Test for the
Analysis of the Dynamic Behaviour of Polyurethane Foams. Dynamic Behavior of
Materials, Volume 1. Springer.
Dunk, N. M. & Callaghan, J. P. 2005. Gender-based differences in postural responses to seated
exposures. Clinical biomechanics, 20, 1101-1110.
Durkin, J. L., Harvey, A., Hughson, R. L. & Callaghan, J. P. 2006. The effects of lumbar
massage on muscle fatigue, muscle oxygenation, low back discomfort, and driver
performance during prolonged driving. Ergonomics, 49, 28-44.
Faruk, O., Bledzki, A. K., Fink, H.-P. & Sain, M. 2012. Biocomposites reinforced with natural
fibers: 2000–2010. Progress in Polymer Science, 37, 1552-1596.
Fazlollahtabar, H. 2010. A subjective framework for seat comfort based on a heuristic multi
criteria decision making technique and anthropometry. Applied Ergonomics, 42, 16-28.
Gayathri, R. & Vasanthakumari, R. Nanomaterials in PU foam for enhanced sound absorption at
low frequency region. Advanced Materials Research, 2014. Trans Tech Publ, 170-175.
73
Ghaderi, E., Maleki, A. & Dianat, I. 2014. Design of combine harvester seat based on
anthropometric data of Iranian operators. International Journal of Industrial
Ergonomics, 44, 810-816.
Grujicic, M., Pandurangan, B., Arakere, G., Bell, W. C., He, T. & Xie, X. 2009. Seat-cushion
and soft-tissue material modeling and a finite element investigation of the seating
comfort for passenger-vehicle occupants. Materials & Design, 30, 4273-4285.
Grujicic, M., Pandurangan, B., Xie, X., Gramopadhye, A. K., Wagner, D. & Ozen, M. 2010.
Musculoskeletal computational analysis of the influence of car-seat design/adjustments
on long-distance driving fatigue. International Journal of Industrial Ergonomics, 40,
345-355.
Gyi, D. E. & Porter, J. M. 1999. Interface pressure and the prediction of car seat discomfort.
Gyi, D. E., Porter, J. M. & Robertson, N. K. B. 1998. Seat pressure measurement technologies:
considerations for their evaluation. Applied Ergonomics, 29, 85-91.
Hargitai, H., Rácz, I. & Anandjiwala, R. D. 2008. Development of hemp fiber reinforced
polypropylene composites. Journal of Thermoplastic Composite Materials, 21, 165-
174.
Harrison, D. D., Harrison, S. O., Croft, A. C., Harrison, D. E. & Troyanovich, S. J. 1999. Sitting
biomechanics part I: review of the literature. Journal of manipulative and physiological
therapeutics, 22, 594-609.
Hilyard, N. & Cunningham, A. 2012. Low density cellular plastics: physical basis of behaviour,
Springer Science & Business Media.
Ho, M.-p., Wang, H., Lee, J.-H., Ho, C.-k., Lau, K.-t., Leng, J. & Hui, D. 2012. Critical factors
on manufacturing processes of natural fibre composites. Composites Part B:
Engineering, 43, 3549-3562.
Holbery, J. & Houston, D. 2006. Natural-fiber-reinforced polymer composites in automotive
applications. Jom, 58, 80-86.
International, A. 2008. Standard Test Methods for Flexible Cellular Materials—Slab, Bonded,
and Molded Urethane Foams. ASTM International, West Conshohocken, PA.
Ippili, R. K., Davies, P., Bajaj, A. K. & Hagenmeyer, L. 2008. Nonlinear multi-body dynamic
modeling of seat–occupant system with polyurethane seat and H-point prediction.
International Journal of Industrial Ergonomics, 38, 368-383.
JASIC. 2012. Research Test Result & Japanese Proposal [Online]. United Nation Economic
For Europe. Available:
http://www.unece.org/fileadmin/DAM/trans/doc/2012/wp29grsp/PSI-05-06.pdf
[Accessed 22 March 2012 2012].
Jee, S.-c. & Yun, M. H. 2016. An anthropometric survey of Korean hand and hand shape types.
International Journal of Industrial Ergonomics, 53, 10-18.
Kaiser International Limited. Autobook [Online]. Available: https://www.autobook.biz/ 2017].
Kamp, I. 2012. The influence of car-seat design on its character experience. Applied
Ergonomics, 43, 329-335.
74
Karmegam, K., Ismail, M., Sapuan, S., Ismail, N., Shamsul, B. M., Shuib, S. & Seetha, P. 2009.
A study on motorcyclist’s riding discomfort in Malaysia. Engineering e-Transaction, 4,
39-46.
Karwowski, W. 2012. The discipline of human factors and ergonomics. Handbook of Human
Factors and Ergonomics, Fourth Edition, 1-37.
Kaushiva, B. D. 1999. Structure-property relationships of flexible polyurethane foams.
Khalil, H. A., Yusra, A. I., Bhat, A. & Jawaid, M. 2010. Cell wall ultrastructure, anatomy,
lignin distribution, and chemical composition of Malaysian cultivated kenaf fiber.
Industrial Crops and Products, 31, 113-121.
Kolich, M. 1999. Reliability and validity of an automobile seat comfort survey.
Kolich, M. 2000. Ergonomic Modelling and Evaluation of Automobile Seat Comfort. PhD,
University of Windsor, Canada.
Kolich, M. 2003. Automobile seat comfort: occupant preferences vs. anthropometric
accommodation. Applied Ergonomics, 34, 177-184.
Kolich, M., Seal, N. & Taboun, S. 2004. Automobile seat comfort prediction: statistical model
vs. artificial neural network. Applied Ergonomics, 35, 275-284.
Kolich, M. & Taboun, S. 2004. Ergonomics modelling and evaluation of automobile seat
comfort. Ergonomics, 47, 841-863.
Kolich, M. & White, P. 2004. Reliability and validity of a long term survey for automobile seat
comfort. International journal of vehicle design, 34, 158-167.
Koronis, G., Silva, A. & Fontul, M. 2013. Green composites: A review of adequate materials for
automotive applications. Composites Part B: Engineering, 44, 120-127.
Kuorinka, I., Jonsson, B., Kilbom, A., Vinterberg, H., Biering-Sørensen, F., Andersson, G. &
Jørgensen, K. 1987. Standardised Nordic questionnaires for the analysis of
musculoskeletal symptoms. Applied ergonomics, 18, 233-237.
Kuriki, H. U., Mello, E. M., De Azevedo, F. M., Takahashi, L. S. O., Alves, N. & de Faria
Negrão Filho, R. 2012. The relationship between electromyography and muscle force,
INTECH Open Access Publisher.
Kyung, G. & Nussbaum, M. A. 2008. Driver sitting comfort and discomfort (part II):
Relationships with and prediction from interface pressure. International Journal of
Industrial Ergonomics, 38, 526-538.
Kyung, G. & Nussbaum, M. A. 2009. Specifying comfortable driving postures for ergonomic
design and evaluation of the driver workspace using digital human models. Ergonomics,
52, 939-953.
Kyung, G., Nussbaum, M. A. & Babski-Reeves, K. 2008. Driver sitting comfort and discomfort
(part I): Use of subjective ratings in discriminating car seats and correspondence among
ratings. International Journal of Industrial Ergonomics, 38, 516-525.
Lal, S. K. L. & Craig, A. 2001. A critical review of the psychophysiology of driver fatigue.
Biological Psychology, 55, 173-194.
75
Lee, Y. 2000. Applied Korean anthropometric database for product design: clothing design.
Agency for Technology and Standards, MOCIE, Korea.
Levrat, E., Voisin, A., Bombardier, S. & Brémont, J. 1997. Subjective evaluation of car seat
comfort with fuzzy set techniques. International Journal of Intelligent Systems, 12, 891-
913.
Li, X., Ding, L., Zhou, Q., Hu, H. & Zhao, C. 2014. Study on the Evaluation of Automotive
Seat Comfort during Prolonged Simulated Driving. Digital Human Modeling.
Applications in Health, Safety, Ergonomics and Risk Management. Springer.
Lin, Y.-C., Wang, M.-J. J. & Wang, E. M. 2004. The comparisons of anthropometric
characteristics among four peoples in East Asia. Applied Ergonomics, 35, 173-178.
Lingenthiren, K. K., S.Thiruselvam, and Z.Ghazali 2014. Review of Natural Fibers Mechanical
Properties. Bothalia Journal, 3(45).
Liu, C., Qiu, Y. & Griffin, M. J. 2015. Finite element modelling of human-seat interactions:
vertical in-line and fore-and-aft cross-axis apparent mass when sitting on a rigid seat
without backrest and exposed to vertical vibration. Ergonomics, 58, 1207-1219.
Longpré, H. S., Acker, S. M. & Maly, M. R. 2015. Muscle activation and knee biomechanics
during squatting and lunging after lower extremity fatigue in healthy young women.
Journal of Electromyography and Kinesiology, 25, 40-46.
Lusted, M., Healey, S. & Mandryk, J. 1994. Evaluation of the seating of Qantas flight deck
crew. Applied ergonomics, 25, 275-282.
Majid, N. A. B. A., Abdullah, M. F. E., Jamaludin, M. S., Notomi, M. & Rasmussen, J. 2013.
Musculoskeletal analysis of driving fatigue: The influence of seat adjustments. Current
Trends in Ergonomics, 10, 373-378.
Makhsous, M., Hendrix, R., Crowther, Z., Nam, E. & Lin, F. 2005. Reducing whole-body
vibration and musculoskeletal injury with a new car seat design. Ergonomics, 48, 1183-
1199.
Manentca, I. & Corlett, E. N. 1973. A Model of Vehicle Comfort and a Method for its
Assessment. Ergonomics, 16, 849-854.
Mehta, C. R. & Tewari, V. K. 2010. Damping characteristics of seat cushion materials for
tractor ride comfort. Journal of Terramechanics, 47, 401-406.
Meijer, K., Oomen, P., Rausch, J., Annegarn, J., Rasmussen, J. & Siebertz, K. 2010. A
Comparison of Two Different Strength Scaling Methods for Multi Body Modeling.
Milivojevich, A., Blair, G. R., J.-G & Heumen, J. D. v. 1999. Automotive seating comfort;
defining comfort properties in polyurethane foam. 01.
Mills, N. J. 2007. Chapter 9 - Seating case study. In: MILLS, N. J. (ed.) Polymer Foams
Handbook. Oxford: Butterworth-Heinemann.
Mohamad, D., Deros, B. M., Ismail, A. R. & Daruis, D. D. I. Development of a Malaysian
anthropometric database. Conference on Manufacturing Technology and Management,
2010a.
76
Mohamad, D., Deros, B. M., Wahab, D. A., Daruis, D. D. & Ismail, A. R. 2010b. Integration of
comfort into a driver's car seat design using image analysis. American Journal of
Applied Sciences, 7, 937.
Mohanty, A., Misra, M. & Drzal, L. 2002. Sustainable bio-composites from renewable
resources: opportunities and challenges in the green materials world. Journal of
Polymers and the Environment, 10, 19-26.
Murata, S., Ito, H. & Sopher, S. 2014. Polyurethane-Free Lightweight Automotive Seat. SAE
International Journal of Materials and Manufacturing, 7, 655-661.
Na, S., Lim, S., Choi, H.-S. & Chung, M. K. 2005. Evaluation of driver's discomfort and
postural change using dynamic body pressure distribution. International Journal of
Industrial Ergonomics, 35, 1085-1096.
Netravali, A. N., Huang, X. & Mizuta, K. 2007. Advanced'green'composites. Advanced
Composite Materials, 16, 269-282.
Olesen, C. G., de Zee, M. & Rasmussen, J. 2014. Comparison between a computational seated
human model and experimental verification data. Applied Bionics and Biomechanics,
11, 175-183.
Oliviero, M., Verdolotti, L., Stanzione, M., Lavorgna, M., Iannace, S., Tarello, M. &
Sorrentino, A. 2017. Bio‐based flexible polyurethane foams derived from succinic
polyol: Mechanical and acoustic performances. Journal of Applied Polymer Science,
134, 45113.
Otmani, S., Pebayle, T., Roge, J. & Muzet, A. 2005. Effect of driving duration and partial sleep
deprivation on subsequent alertness and performance of car drivers. Physiology &
Behavior, 84, 715-724.
Oudenhuijzen, A., Tan, K. & Morsch, F. 2004. The relationship between comfort and knee
angles. SAE Technical Paper.
Park, S. J., Kim, C.-B., Kim, C. J. & Lee, J. W. 2000. Comfortable driving postures for
Koreans. International Journal of Industrial Ergonomics, 26, 489-497.
Park, S. J., Min, S. N., Subramaniyam, M., Lee, D.-H., Lee, H. & Kim, D. G. 2014. Analysis of
body pressure ratio for evaluation of automotive seating comfort. SAE Technical Paper.
Paul, G., Miller, J. & Pendlebury, J. A finite element model of seat cushion indentation with a
soft tissue human occupant model. Proceedings, 2nd International Digital Human
Modeling Symposium, 2013. University of Michigan & Pennsylvania State University.
Pheasant, S. & Haslegrave, C. M. 2016. Bodyspace: Anthropometry, ergonomics and the design
of work, CRC Press.
Porter, J. M., Gyi, D. E. & Tait, H. A. 2003. Interface pressure data and the prediction of driver
discomfort in road trials. Applied Ergonomics, 34, 207-214.
Ramesh, M., Palanikumar, K. & Reddy, K. H. 2017. Plant fibre based bio-composites:
Sustainable and renewable green materials. Renewable and Sustainable Energy
Reviews, 79, 558-584.
77
Rasmussen, J., Torholm, S. & de Zee, M. 2009. Computational analysis of the influence of seat
pan inclination and friction on muscle activity and spinal joint forces. International
Journal of Industrial Ergonomics, 39, 52-57.
Rasmussen, J., Zee, M. d., Damsgaard, M., Christensen, S. T., Marek, C. & Siebertz, K. A
general method for scaling musculo-skeletal models. International symposium on
computer simulation in biomechanics, 2005.
Reed, M. & Massie, D. L. 1996a. Distribution of automobile trip durations for studies of seat
comfort. SAE Technical Paper.
Reed, M., Saito, M., Kakishima, Y., Lee, N. S. & Schneider, L. W. 1991. An investigation of
driver discomfort and related seat design factors in extended-duration driving. SAE
Technical paper.
Reed, M. P. & Massie, D. L. 1996b. Distribution of automobile trip durations for studies of seat
comfort. SAE Technical Paper.
Rencheng, Z., Nakano, K., Okamoto, Y., Ohori, M., Hori, S. & Suda, Y. 2013. Evaluation of
Sternocleidomastoid Muscle Activity of a Passenger in Response to a Car's
Lateral Acceleration While Slalom Driving. Human-Machine Systems, IEEE
Transactions on, 43, 405-415.
Saadon, S. Sound behavior of polymer foam composite with different composition of wood dust
filler. Malaysia University Conference Engineering Technology, 2014.
Saba, N., Tahir, P. M. & Jawaid, M. 2014. A review on potentiality of nano filler/natural fiber
filled polymer hybrid composites. Polymers, 6, 2247-2273.
Saheb, D. N. & Jog, J. 1999. Natural fiber polymer composites: a review. Advances in polymer
technology, 18, 351-363.
Schmidt, S., Amereller, M., Franz, M., Kaiser, R. & Schwirtz, A. 2014. A literature review on
optimum and preferred joint angles in automotive sitting posture. Applied ergonomics,
45, 247-260.
Shan, C. W., Ghazali, M. I. & Idris, M. I. 2013. Improved vibration characteristics of flexible
polyurethane foam via composite formation. International Journal of Automotive and
Mechanical Engineering, 7, 1031-1042.
Shan, C. W., Idris, M. I. & Ghazali, I. H. Flexible Polyurethane Foams Filled with Coconut Coir
Fibres and Recycled Tyre-Part I: Production and Morphology. Advanced Materials
Research, 2012. Trans Tech Publ, 759-766.
Siefert, A., Pankoke, S. & Wölfel, H. P. 2008. Virtual optimisation of car passenger seats:
Simulation of static and dynamic effects on drivers’ seating comfort. International
Journal of Industrial Ergonomics, 38, 410-424.
Skinner, C. & Ponce, C. 2006. Advanced ComfortTM Seating: A revolution in seating
performance for the automotive industry. UTECH Polyurethane.
Smith, D. R., Andrews, D. M. & Wawrow, P. T. 2006. Development and evaluation of the
Automotive Seating Discomfort Questionnaire (ASDQ). International Journal of
Industrial Ergonomics, 36, 141-149.
78
Standard, M. 2003. MS ISO 7250: 2003 Basic human body measurements for technological
design (ISO 7250: 1996, IDT). Department of Standards Malaysia.
Su, C. & Chu, Z. 2014. Research on Driving Posture Comfort Based on Relation between
Drivers’ Joint Angles and Joint Torques. SAE International Journal of Commercial
Vehicles, 7, 45-49.
Tang, C. Y., Chan, W. & Tsui, C. P. 2010. Finite element analysis of contact pressures between
seat cushion and human buttock-thigh tissue. Engineering, 2, 720.
Thakur, V. K., Thakur, M. K. & Gupta, R. K. 2014. Review: raw natural fiber–based polymer
composites. International Journal of Polymer Analysis and Characterization, 19, 256-
271.
Thomas Jr, R. E., Congleton, J. J., Huchingson, R. D., Whiteley, J. R. & Rodrigues, C. C. 1991.
An investigation of relationships between driver comfort, performance and automobile
seat type during short term driving tasks. International Journal of Industrial
Ergonomics, 8, 103-114.
Thomas, R. E., Congleton, J. J., Huchingson, R., Whiteley, J. R. & Rodrigues, C. 1991. An
investigation of relationships between driver comfort, performance and automobile seat
type during short term driving tasks. International Journal of Industrial Ergonomics, 8,
103-114.
Vergara, M. & Page, A. 2002. Relationship between comfort and back posture and mobility in
sitting-posture. Applied Ergonomics, 33, 1-8.
Verver, M., Van Hoof, J., Oomens, C., Wismans, J. & Baaijens, F. 2004. A finite element
model of the human buttocks for prediction of seat pressure distributions. Computer
methods in biomechanics and biomedical engineering, 7, 193-203.
Verver, M. M., de Lange, R., van Hoof, J. & Wismans, J. S. H. M. 2005. Aspects of seat
modelling for seating comfort analysis. Applied Ergonomics, 36, 33-42.
Wambua, P., Ivens, J. & Verpoest, I. 2003. Natural fibres: can they replace glass in fibre
reinforced plastics? composites science and technology, 63, 1259-1264.
Wang, M.-J. J., Wang, E. M.-y. & Lin, Y.-C. 2002. The anthropometric database for children
and young adults in Taiwan. Applied Ergonomics, 33, 583-585.
Wu, X., Rakheja, S. & Boileau, P. É. 1998. Study of human–seat interface pressure distribution
under vertical vibration. International Journal of Industrial Ergonomics, 21, 433-449.
Zhang, Y.-Q. 2002. Applications of natural silk protein sericin in biomaterials. Biotechnology
advances, 20, 91-100.