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Review on cellulosic fibers extracted from date palms (Phoenix Dactylifera L.) and their applications

  • Lobna A. Elseify
  • Mohamad MidaniEmail author
  • Lamia A. Shihata
  • Hamed El-Mously
Review Paper
  • 108 Downloads

Abstract

The increasing demand for more sustainable and renewable materials, has increased the interest in natural fibers. Natural fibers are not only environmentally-friendly, but they also have high specific properties, due to their light weight. The date palm tree (Phoenix Dactylifera L.) is considered one of the sources of natural fibers. Fibers could be extracted from different parts of the date palm, namely, the midribs, spadix stems, leaflets, and mesh. The high population of date palm results in huge quantities of by-products of annual pruning, which makes it one of the most available sources of natural fibers. Reviewing the literature showed a need for clarification and analysis. This work offers a thorough and integrated review of prior and current literature related to date palm fibers; their extraction techniques, characteristics, and, applications. This review will provide researchers with a better understanding of date palm fibers and will help them spot the research gaps on which they will build their future research studies. Moreover, this review will help practitioners determine how to use these fibers in producing new materials.

Graphical abstract

Keywords

Date palm fibers Fiber extraction Natural fibers Green composites 

Notes

Acknowledgments

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

References

  1. Abdal-hay A, Suardana NPG, Jung DY et al (2012) Effect of diameters and alkali treatment on the tensile properties of date palm fiber reinforced epoxy composites. Int J Precis Eng Manuf 13:1199–1206.  https://doi.org/10.1007/s12541-012-0159-3 CrossRefGoogle Scholar
  2. Abdel-Aal MA, Nasser RA, Khan PR, Al-Mefarrej HA (2015) On line on line Co. J Environ Biol 36:537–542Google Scholar
  3. Abdelaziz S, Guessasma S, Bouaziz A et al (2016) Date palm spikelet in mortar: testing and modelling to reveal the mechanical performance. Constr Build Mater 124:228–236.  https://doi.org/10.1016/j.conbuildmat.2016.07.039 CrossRefGoogle Scholar
  4. Abdel-Rahman HH, Al-Juruf R, Ahmad F, Alam I (1988) Physical, mechanical and durability characteristics of date palm frond stalks as reinforcement in structural concrete. Int J Cem Compos Light Concr 10:175–181CrossRefGoogle Scholar
  5. Abu-Sharkh BF, Hamid H (2004) Degradation study of date palm fibre/polypropylene composites in natural and artificial weathering: mechanical and thermal analysis. Polym Degrad Stab 85:967–973.  https://doi.org/10.1016/j.polymdegradstab.2003.10.022 CrossRefGoogle Scholar
  6. Agoudjil B, Benchabane A, Boudenne A et al (2011) Renewable materials to reduce building heat loss: characterization of date palm wood. Energy Build 43:491–497.  https://doi.org/10.1016/J.ENBUILD.2010.10.014 CrossRefGoogle Scholar
  7. Alajmi M, Shalwan A (2015) Correlation between mechanical properties with specific wear rate and the coefficient of friction of graphite/epoxy composites. Materials (Basel) 8:4162–4175.  https://doi.org/10.3390/ma8074162 CrossRefGoogle Scholar
  8. Alawar A, Hamed AM, Al-Kaabi K (2008) Date palm tree fiber as polymeric matrix reinforcement, DPF-polypropylene composite characterization. Adv Mater Res 47–50:193–196.  https://doi.org/10.4028/www.scientific.net/AMR.47-50.193 CrossRefGoogle Scholar
  9. Alawar A, Hamed AM, Al-Kaabi K (2009) Characterization of treated date palm tree fiber as composite reinforcement. Compos Part B Eng 40:601–606.  https://doi.org/10.1016/j.compositesb.2009.04.018 CrossRefGoogle Scholar
  10. Ali ME, Alabdulkarem A (2017) On thermal characteristics and microstructure of a new insulation material extracted from date palm trees surface fibers. Constr Build Mater 138:276–284.  https://doi.org/10.1016/j.conbuildmat.2017.02.012 CrossRefGoogle Scholar
  11. Al-Kaabi K, Al-Khanbashi A, Hammami A (2005) Date palm fibers as polymeric matrix reinforcement: DPF/polyester composite properties. Polym Compos 26:604–613.  https://doi.org/10.1002/pc.20130 CrossRefGoogle Scholar
  12. Al-Khanbashi A, Al-Kaabi K, Hammami A (2005) Date palm fibers as polymeric matrix reinforcement: fiber characterization. Polym Compos 26:486–497.  https://doi.org/10.1002/pc.20118 CrossRefGoogle Scholar
  13. Al-Maadeed MA, Labidi S (2013) Recycled polymers in natural fibre-reinforced polymer composites. Woodhead Publishing Limited, CambridgeGoogle Scholar
  14. AlMaadeed MA, Kahraman R, Noorunnisa Khanam P, Al-Maadeed S (2013) Characterization of untreated and treated male and female date palm leaves. Mater Des 43:526–531.  https://doi.org/10.1016/j.matdes.2012.07.028 CrossRefGoogle Scholar
  15. AlMaadeed MA, Nógellová Z, Janigová I, Krupa I (2014) Improved mechanical properties of recycled linear low-density polyethylene composites filled with date palm wood powder. Mater Des 58:209–216.  https://doi.org/10.1016/j.matdes.2014.01.051 CrossRefGoogle Scholar
  16. Al-Oqla FM, Salit MS (2017) Materials selection for natural fiber composites. Woodhead Publishing, CambridgeCrossRefGoogle Scholar
  17. Al-Oqla FM, Sapuan SM (2014) Natural fiber reinforced polymer composites in industrial applications: feasibility of date palm fibers for sustainable automotive industry. J Clean Prod 66:347–354.  https://doi.org/10.1016/j.jclepro.2013.10.050 CrossRefGoogle Scholar
  18. Al-Oqla FM, Alothman OY, Jawaid M, Sapuan SM (2014) Processing and properties of date palm fibers and its composites. In: Hakeem KR, Jawaid M, Rashid U (eds) Biomass and bioenergy: processing and properties. Springer, Berlin.  https://doi.org/10.1007/978-3-319-07641-6 Google Scholar
  19. Al-Otaibi HM, Al-Suhaibani AS, Alsoliman HA (2016) Physical and rheological properties of asphalt modified with cellulose date palm fibers. World Acad Sci Eng Technol Int J Civ Environ Eng 10:583–587Google Scholar
  20. Al-Rifaie WN, Al-Niami M (2016) Mechanical performance of date palm fibre-reinforced gypsums. Innov Infrastruct Solut 1:18.  https://doi.org/10.1007/s41062-016-0022-y CrossRefGoogle Scholar
  21. Alsaeed T, Yousif BF, Ku H (2013) The potential of using date palm fibres as reinforcement for polymeric composites. Mater Des 43:177–184.  https://doi.org/10.1016/j.matdes.2012.06.061 CrossRefGoogle Scholar
  22. Al-Sulaiman F (2000) Mech properties of date palm leaves. J Reinf Plast Compos 19:1379–1388CrossRefGoogle Scholar
  23. Al-Sulaiman FA (2002) Mechanical properties of date palm fiber reinforced composites. Appl Compos Mater 9:369–377.  https://doi.org/10.1023/A:1020216906846 CrossRefGoogle Scholar
  24. Al-Sulaiman FA (2003) Date palm fibre reinforced composite as a new insulating material. Int J Energy Res 27:1293–1297.  https://doi.org/10.1002/er.957 CrossRefGoogle Scholar
  25. Amirou S, Zerizer A, Pizzi A et al (2013) Particleboards production from date palm biomass. Eur J Wood Wood Prod 71:717–723.  https://doi.org/10.1007/s00107-013-0730-3 CrossRefGoogle Scholar
  26. Amroune S, Bezazi A, Belaadi A et al (2015) Tensile mechanical properties and surface chemical sensitivity of technical fibres from date palm fruit branches (Phoenix dactylifera L.). Compos Part A Appl Sci Manuf 71:98–106.  https://doi.org/10.1016/j.compositesa.2014.12.011 CrossRefGoogle Scholar
  27. Belakroum R, Gherfi A, Bouchema K et al (2017) Hygric buffer and acoustic absorption of new building insulation materials based on date palm fibers. J Build Eng 12:132–139.  https://doi.org/10.1016/j.jobe.2017.05.011 CrossRefGoogle Scholar
  28. Benmansour N, Agoudjil B, Gherabli A et al (2014) Thermal and mechanical performance of natural mortar reinforced with date palm fibers for use as insulating materials in building. Energy Build 81:98–104.  https://doi.org/10.1016/j.enbuild.2014.05.032 CrossRefGoogle Scholar
  29. Benzidane R, Sereir Z, Bennegadi ML et al (2018) Morphology, static and fatigue behavior of a natural UD composite: the date palm petiole ‘wood’. Compos Struct 203:110–123.  https://doi.org/10.1016/j.compstruct.2018.06.122 CrossRefGoogle Scholar
  30. Boukettaya S, Alawar A, Almaskari F et al (2018) Modeling of water diffusion mechanism in polypropylene/date palm fiber composite materials. J Compos Mater.  https://doi.org/10.1177/0021998317752228 Google Scholar
  31. Boukhattem L, Boumhaout M, Hamdi H et al (2017) Moisture content influence on the thermal conductivity of insulating building materials made from date palm fibers mesh. Constr Build Mater 148:811–823.  https://doi.org/10.1016/j.conbuildmat.2017.05.020 CrossRefGoogle Scholar
  32. Boumhaout M, Boukhattem L, Hamdi H et al (2017) Thermomechanical characterization of a bio-composite building material: mortar reinforced with date palm fibers mesh. Constr Build Mater 135:241–250.  https://doi.org/10.1016/j.conbuildmat.2016.12.217 CrossRefGoogle Scholar
  33. Chaib H, Kriker A, Mekhermeche A (2015) Thermal study of earth bricks reinforced by date palm fibers. Energy Procedia 74:919–925.  https://doi.org/10.1016/j.egypro.2015.07.827 CrossRefGoogle Scholar
  34. Contributors WC (2014) Rope, Luxor, Deir el-Bahari, New Kingdom, Dynasty 18, reign of Hatshepsut, c. 1503-1473 BC, palm fiber - Oriental Institute Museum, University of Chicago - DSC07919. In: Wikimedia Commons, Free media ReposGoogle Scholar
  35. Dehghani A, Madadi Ardekani S, Al-Maadeed MA et al (2013) Mechanical and thermal properties of date palm leaf fiber reinforced recycled poly (ethylene terephthalate) composites. Mater Des 52:841–848.  https://doi.org/10.1016/j.matdes.2013.06.022 CrossRefGoogle Scholar
  36. Elbadry EA (2014) Agro-residues: surface treatment and characterization of date palm tree fiber as composite reinforcement. J Compos.  https://doi.org/10.1155/2014/189128 Google Scholar
  37. El-Juhany L (2010) Degradation of date palm trees and date production in Arab countries: causes and potential rehabilitation. Aust J Basic Appl Sci 4:3998–4010Google Scholar
  38. El-Morsy MMS (1980) Studies on the rachises of the Egyptian date palm leaves for hardboard production. Fibre Sci Technol 13:317–321CrossRefGoogle Scholar
  39. El-Mously HI (2005) The palm fibers for the reinforcement of polymer composites: prospects and challenge. In: The First Ain Shams Conference on Environmental EngineeringGoogle Scholar
  40. Elseify LA, Shihata LA, Midani M (2018) Investigating the effect of the chemical treatment on the properties of a novel microfibrillated long date palm fibers. German University in CairoGoogle Scholar
  41. French AD (2014) Idealized powder diffraction patterns for cellulose polymorphs. Cellulose 21:885–896.  https://doi.org/10.1007/s10570-013-0030-4 CrossRefGoogle Scholar
  42. French AD, Santiago Cintrón M (2013) Cellulose polymorphy, crystallite size, and the segal crystallinity index. Cellulose 20:583–588.  https://doi.org/10.1007/s10570-012-9833-y CrossRefGoogle Scholar
  43. Gholami M, Ahmadi MS, Tavanaie MA, Khajeh Mehrizi M (2017) Effect of oxygen plasma treatment on tensile strength of date palm fibers and their interfacial adhesion with epoxy matrix. Sci Eng Compos Mater 1:2.  https://doi.org/10.1515/secm-2017-0102 Google Scholar
  44. Ghulman HA, Metwally MN, Alhazmi MW (2017) Study on the benefits of using the date palm trees residuals in Saudi Arabia for development of the non-traditional wooden industry. AIP Conf Proc 18:14.  https://doi.org/10.1063/1.4976231 Google Scholar
  45. Hakeem KR, Jawaid M, Rahid U (2014) Biomass and bioenergy. Springer, BerlinCrossRefGoogle Scholar
  46. Hakkoum S, Kriker A, Mekhermeche A (2017) Thermal characteristics of model houses manufactured by date palm fiber reinforced earth bricks in desert regions of Ouargla Algeria. Energy Procedia 119:662–669.  https://doi.org/10.1016/j.egypro.2017.07.093 CrossRefGoogle Scholar
  47. Hassan ML, Bras J, Hassan EA et al (2014) Enzyme-assisted isolation of microfibrillated cellulose from date palm fruit stalks. Ind Crops Prod 55:102–108.  https://doi.org/10.1016/j.indcrop.2014.01.055 CrossRefGoogle Scholar
  48. Hegazy S, Ahmed K (2015) Effect of date palm cultivar, particle size, panel density and hot water extraction on particleboards manufactured from date palm fronds. Agriculture 5:267–285.  https://doi.org/10.3390/agriculture5020267 CrossRefGoogle Scholar
  49. Hosseinkhani H, Euring M, Kharazipour A (2014) Utilization of date palm (Phoenix dactylifera L.) pruning residues as raw material for MDF manufacturing. J Mater Sci Res.  https://doi.org/10.5539/jmsr.v4n1p46 Google Scholar
  50. Ibrahim H, Farag M, Megahed H, Mehanny S (2014) Characteristics of starch-based biodegradable composites reinforced with date palm and flax fibers. Carbohydr Polym 101:11–19.  https://doi.org/10.1016/j.carbpol.2013.08.051 CrossRefGoogle Scholar
  51. Ibrahim H, Mehanny S, Darwish L, Farag M (2017) A comparative study on the mechanical and biodegradation characteristics of starch-based composites reinforced with different lignocellulosic fibers. J Polym Environ.  https://doi.org/10.1007/s10924-017-1143-x Google Scholar
  52. Iskanderani FI (2010) Physical properties of particleboard panels manufactured from phoenix dactylifera-L (Date Palm) mid-rib chips using. Int J Polym Mater Polym Biomater 57:979–995CrossRefGoogle Scholar
  53. Jaber MA, Hammadi KJ, Abdul Karem AA, Abd-Alrazak M (2016) Physical and mechanical properties of medium density fiber board. Asian J Appl Sci 4:972–978Google Scholar
  54. Khiari R, Mhenni MF, Belgacem MN, Mauret E (2010) Chemical composition and pulping of date palm rachis and Posidonia oceanica—a comparison with other wood and non-wood fibre sources. Bioresour Technol 101:775–780.  https://doi.org/10.1016/j.biortech.2009.08.079 CrossRefGoogle Scholar
  55. Khristova P, Kordsachia O, Khider T (2005) Alkaline pulping with additives of date palm rachis and leaves from Sudan. Bioresour Technol 96:79–85.  https://doi.org/10.1016/j.biortech.2003.05.005 CrossRefGoogle Scholar
  56. Kriker A, Debicki G, Bali A et al (2005) Mechanical properties of date palm fibres and concrete reinforced with date palm fibres in hot-dry climate. Cem Concr Compos 27:554–564.  https://doi.org/10.1016/j.cemconcomp.2004.09.015 CrossRefGoogle Scholar
  57. Kriker A, Bali A, Debicki G et al (2008) Durability of date palm fibres and their use as reinforcement in hot dry climates. Cem Concr Compos 30:639–648.  https://doi.org/10.1016/j.cemconcomp.2007.11.006 CrossRefGoogle Scholar
  58. Ladhar A, Arous M, Kaddami H et al (2017) Correlation between the dielectric and the mechanical behavior of cellulose nanocomposites extracted from the rachis of the date palm tree. IOP Conf Ser Mater Sci Eng.  https://doi.org/10.1088/1757-899x/258/1/012001 Google Scholar
  59. Lee HV, Hamid SBA, Zain SK (2014) Conversion of lignocellulosic biomass to nanocellulose: structure and chemical process. Sci World J.  https://doi.org/10.1155/2014/631013 Google Scholar
  60. Li LCTZMGX (2014) Structural characteristics and properties of windmill palm leaf sheath fiber. Wood Fiber Sci 46:270–279.  https://doi.org/10.1016/j.combustflame.2014.12.014 Google Scholar
  61. Mahdavi S, Kermanian H, Varshoei A (2010) Comparison of mechanical properties of date palm fiber-polyethylene composite. BioResources 5:2391–2403.  https://doi.org/10.15376/biores.5.4.2391-2403 Google Scholar
  62. Mahdi E, Hernández DR, Eltai EO (2015) Effect of water absorption on the mechanical properties of long date palm leaf fiber reinforced epoxy composites. J Biobased Mater Bioenergy 9:173–181CrossRefGoogle Scholar
  63. Masri T, Ounis H, Sedira L et al (2018) Characterization of new composite material based on date palm leaflets and expanded polystyrene wastes. Constr Build Mater 164:410–418.  https://doi.org/10.1016/j.conbuildmat.2017.12.197 CrossRefGoogle Scholar
  64. Mekhermeche A, Kriker A, Dahmani S (2016) Contribution to the study of thermal properties of clay bricks reinforced by date palm fiber. AIP Conf Proc 030004:030004.  https://doi.org/10.1063/1.4959400 CrossRefGoogle Scholar
  65. Midani M (2017) Date palm fibre composites: a novel and sustainable material for the aerospace industry. JEC Compos Mag 54:45–47Google Scholar
  66. Mirmehdi SM, Zeinaly F, Dabbagh F (2014) Date palm wood flour as filler of linear low-density polyethylene. Compos Part B Eng 56:137–141.  https://doi.org/10.1016/j.compositesb.2013.08.008 CrossRefGoogle Scholar
  67. Mohanty JR (2017) Investigation on solid particle erosion behavior of date palm leaf fiber- reinforced polyvinyl pyrrolidone composites. J Thermoplast Compos Mater 30:1003–1016.  https://doi.org/10.1177/0892705715614079 CrossRefGoogle Scholar
  68. Mohanty JR, Das SN, Das HC, Swain SK (2014) Effect of chemically modified date palm leaf fiber on mechanical, thermal and rheological properties of polyvinylpyrrolidone. Fibers Polym 15:1062–1070.  https://doi.org/10.1007/s12221-014-1062-6 CrossRefGoogle Scholar
  69. Mokhtari A, Kriker A, Guemmoula Y et al (2015) Formulation and characterization of date palm fibers mortar by addition of crushed dune sand. Energy Procedia 74:344–350.  https://doi.org/10.1016/j.egypro.2015.07.624 CrossRefGoogle Scholar
  70. Nasser RA (2014) An evaluation of the used if midribs from common date palm cultivars grown in Saudi Arabia for energy production. Bioresource 9:4343–4357Google Scholar
  71. Nasser RA, Al-Mefarrej HA (2011) Midribs of date palm as a raw material for wood-cement composite industry in Saudi Arabia. World Appl Sci J 15:1651–1658Google Scholar
  72. Nasser R, Salem M, Hiziroglu S et al (2016) Chemical analysis of different parts of date palm (Phoenix dactylifera L.) using ultimate, proximate and thermo-gravimetric techniques for energy production. Energies 9:374.  https://doi.org/10.3390/en9050374 CrossRefGoogle Scholar
  73. Neher B, Bhuiyan MMR, Kabir H et al (2016) Thermal properties of palm fiber and palm fiber-reinforced ABS composite. J Therm Anal Calorim 124:1281–1289.  https://doi.org/10.1007/s10973-016-5341-x CrossRefGoogle Scholar
  74. Newhall CS (1891) The trees of Northeastern America: the shrubs of Northeastern America. PutnamGoogle Scholar
  75. Nishino T (2017) Cellulose fiber/nanofiber from natural sources including waste-based sources. In: Baillie C, Jayasinghe R (eds) Green composites. Elsevier, Amsterdam, pp 19–38CrossRefGoogle Scholar
  76. Oushabi A, Sair S, Oudrhiri Hassani F et al (2017) The effect of alkali treatment on mechanical, morphological and thermal properties of date palm fibers (DPFs): study of the interface of DPF–Polyurethane composite. S Afr J Chem Eng 23:116–123.  https://doi.org/10.1016/j.sajce.2017.04.005 Google Scholar
  77. Pandey SN, Ghosh SK (1995) The chemical nature of date-palm (phoenix dactylifera- l) leaf fibre. J Text Inst 86:487–489.  https://doi.org/10.1080/00405009508658775 CrossRefGoogle Scholar
  78. Rao KMM, Rao KM (2007) Extraction and tensile properties of natural fibers: vakka, date and bamboo. Compos Struct 77:288–295.  https://doi.org/10.1016/j.compstruct.2005.07.023 CrossRefGoogle Scholar
  79. Saadaoui N, Rouilly A, Fares K, Rigal L (2013) Characterization of date palm lignocellulosic by-products and self-bonded composite materials obtained thereof. Mater Des 50:302–308.  https://doi.org/10.1016/j.matdes.2013.03.011 CrossRefGoogle Scholar
  80. Saleh MA, Al Haron MH, Saleh AA, Farag M (2017) Fatigue behavior and life prediction of biodegradable composites of starch reinforced with date palm fibers. Int J Fatigue 103:216–222.  https://doi.org/10.1016/j.ijfatigue.2017.06.005 CrossRefGoogle Scholar
  81. Salit MS, Ishak MR, Aziz NA (2015) Selecting natural fibers for bio-based materials with conflicting criteria. Am J Appl Sci.  https://doi.org/10.3844/ajassp.2015.64.71 Google Scholar
  82. Sbiai A, Kaddami H, Fleury E et al (2008) Effect of the fiber size on the physicochemical and mechanical properties of composites of epoxy and date palm tree fibers. Macromol Mater Eng 293:684–691.  https://doi.org/10.1002/mame.200800087 Google Scholar
  83. Sbiai A, Kaddami H, Sautereau H et al (2011) TEMPO-mediated oxidation of lignocellulosic fibers from date palm leaves. Carbohydr Polym 86:1445–1450.  https://doi.org/10.1016/j.carbpol.2011.06.005 CrossRefGoogle Scholar
  84. Segal L, Creely JJ, Martin AE, Conrad CM (1959) An empirical method for estimating the degree of crystallinity of native cellulose using the x-ray diffractometer. Text Res J 29:786–794.  https://doi.org/10.1177/004051755902901003 CrossRefGoogle Scholar
  85. Shalwan A, Yousif BF (2014) Influence of date palm fibre and graphite filler on mechanical and wear characteristics of epoxy composites. Mater Des 59:264–273.  https://doi.org/10.1016/j.matdes.2014.02.066 CrossRefGoogle Scholar
  86. Stokke DD, Wu Q, Han G (2013) Introduction to wood and natural fiber composites: an overview. WileyGoogle Scholar
  87. Taha I, Steuernagel L, Ziegmann G (2006) Chemical modification of date palm mesh fibres for reinforcement of polymeric materials. Part I: examination of different cleaning methods. Polym Polym Compos 14:767Google Scholar
  88. Taha I, Steuernagel L, Ziegmann G (2007) Optimization of the alkali treatment process of date palm. Compos Interfaces 14:669–684CrossRefGoogle Scholar
  89. Tahri I, Devin IZ, Ruelle J, Brosse N (2016) Extraction and characterization of fibers from palm tree. BioResources 11:7016–7025.  https://doi.org/10.15376/biores.11.3.7016-7025 CrossRefGoogle Scholar
  90. Tioua T, Kriker A, Barluenga G, Palomar I (2017) Influence of date palm fiber and shrinkage reducing admixture on self-compacting concrete performance at early age in hot-dry environment. Constr Build Mater 154:721–733.  https://doi.org/10.1016/j.conbuildmat.2017.07.229 CrossRefGoogle Scholar
  91. Wazzan AA (2006) Effect of FIBER orientation on the mechanical properties and fracture characteristics of date palm fiber reinforced composites. Int J Polym Mater 54:213–225CrossRefGoogle Scholar
  92. Zadeh KM, Inuwa IM, Arjmandi R et al (2017) Effects of date palm leaf fiber on the thermal and tensile properties of recycled ternary polyolefin blend composites. Fibers Polym 18:1330–1335.  https://doi.org/10.1007/s12221-017-1106-9 CrossRefGoogle Scholar

Copyright information

© Springer Nature B.V. 2019

Authors and Affiliations

  • Lobna A. Elseify
    • 1
  • Mohamad Midani
    • 1
    Email author
  • Lamia A. Shihata
    • 2
    • 3
  • Hamed El-Mously
    • 3
  1. 1.Department of Materials EngineeringGerman University in CairoCairoEgypt
  2. 2.Department of Engineering Design and ProductionGerman University in CairoCairoEgypt
  3. 3.Faculty of EngineeringAin Shams UniversityCairoEgypt

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