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    Porous structures with their high surface areas have found

    applications in many different areas. Nanofibers, with their large

    surface-to-volume ratio, have the potential for use in various

    applications where high porosity is desirable. A porous structure

    made out of nanofibers is a dynamic system where the pore size

    and shape can change, unlike conventional rigid porous structures.

    Nanofibers can also be linked to form a rigid structure if required.

    Perhaps the most versatile process for producing nanofibers with

    relatively high productivity is electrospinning. Porous, nanofiber

    meshes made by electrospinning have been identified for use in

    numerous applications (Fig. 1).

    Electrospinning nanofibersThere are several methods of producing nanofibers, from high-volume

    production methods such as melt fibrillation1, island-in-sea2, and gas

    jet3 techniques, to highly precise methods like nanolithography4,5 and

    self-assembly6-9. However, their usefulness is limited by combinations

    of restricted material ranges, possible fiber assembly, cost, and

    production rate. Here, electrospinning has an advantage with its

    comparative low cost and relatively high production rate. Micron size

    Nanofibers are able to form a highly porous mesh and their large

    surface-to-volume ratio improves performance for many applications.

    Electrospinning has the unique ability to produce nanofibers of differentmaterials in various fibrous assemblies. The relatively high production

    rate and simplicity of the setup makes electrospinning highly attractive

    to both academia and industry. A variety of nanofibers can be made for

    applications in energy storage, healthcare, biotechnology, environmental

    engineering, and defense and security.

    Seeram Ramakrishna1,2,3,*, Kazutoshi Fujihara3, Wee-Eong Teo1, Thomas Yong3, Zuwei Ma1, and Ramakrishna Ramaseshan1

    1Nanoscience and Nanotechnology Initiative, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore

    2Department of Mechanical Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore3Division of Bioengineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore

    *E-mail:[email protected]

    ISSN:1369 7021 Elsevier Ltd 2006M ARCH 20 06 | VOLUME 9 | NUM BER 30

    Electrospun nanofibers:solving global issues

    Defense & security

    Environmentalengineering &biotechnology

    Membranes & filters

    Chemical & biological protectionSensors

    Energy

    Solar cells & fuel cells

    APPLICATIONS

    Healthcare

    Tissue engineering &tissue repairDrug delivery

    Fig. 1 Potential applications of electrospun fibers.

    mailto:[email protected]:[email protected]:[email protected]
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    The ability to form porous fibers through electrospinning means that

    the surface area of the fiber mesh can be increased tremendously. Phase

    separation is proposed as the main mechanism behind the formation of

    porous fibers. When more volatile solvents are used, solvent-rich regions

    begin to form during electrospinning that transform into pores14.

    Another method of producing porous nanofibers is the spinning of ablend of two different polymers. One of the polymers is removed after

    fiber formation by dissolution in a solvent in which the other polymer is

    insoluble15.

    Since stretching of the solution arises from repulsive charges, the

    electrospinning jet path is very chaotic and only nonwoven meshes are

    produced using a typical setup. Nevertheless, more ordered assemblies

    that allow the porosity of the mesh to be controlled have been produced

    through clever manipulation of the setup and solution composition.

    Several methods have been developed that yield aligned fibers with

    various degrees of order16-19 and fiber directions20,21 for two- and three-

    dimensional assemblies22-26 (Fig. 6). Such assemblies are usually

    achieved through control of the electric field between the tip of the

    spinneret and the collector, use of a dynamic collector such as a rotating

    mandrel, or a combination of both. Li et al.20 used a pair of parallel

    conducting electrodes to create an electric field such that the

    electrospun fibers are preferentially aligned across the gap in between

    the electrodes. Boland et al.16 used a rotating drum at a speed of

    1000 rpm to collect aligned fibers. To fabricate a tubular scaffold,

    electrospun fibers can be deposited on a rotating tube and the deposited

    fiber layer subsequently extracted from the tube. Fiber alignment can be

    controlled using auxiliary electrodes to create an electric field profile that

    influences the flight of the electrospinning jet (Fig. 7).

    With such versatility, electrospun fibers are being explored for use in

    many different applications. Currently, most tests use nonwoven fiber

    meshes made out of smooth fibers. Ceramic nanofibers derived from

    nonwoven electrospun fiber meshes have opened up new areas of

    opportunities. Besides nonwoven meshes, testing of other fibrous

    assemblies for potential applications has been limited. Nevertheless, theversatility of electrospun fibers can be seen in the established results

    and on-going research in major areas like healthcare, biotechnology and

    environmental engineering, defense and security, and energy storage

    and generation.

    Healthcare applicationsCurrent medical practice is based almost entirely on treatment regimes.

    However, it is envisaged that medicine in the future will be based

    heavily on early detection and prevention before disease manifestation.

    Together with nanotechnology, new treatment modalities will emerge

    that will significantly reduce medical costs.

    MARCH 20 0 6 | VOLUME 9 | NUM BER 32

    REVIEW FEATURE Electrospun nanofibers: solving global issues

    Published application

    Issued patent

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    0Before2000

    2000 2001 2002 2003 2004

    Year

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    Fig. 5 Number of filed patents and patent applications in the US.

    Others 12

    Japan 8

    Korea 23Europe 21

    USA 63China 16

    Fig. 4 Distribution of universities working on electrospinning around the world.

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    With recent developments in electrospinning, both synthetic and

    natural polymers can be produced as nanofibers with diameters ranging

    from tens to hundreds of nanometers with controlled morphology and

    function. The potential of these electrospun nanofibers in human

    healthcare applications is promising, for example in tissue/organ repair

    and regeneration, as vectors to deliver drugs and therapeutics, as

    biocompatible and biodegradable medical implant devices, in medical

    diagnostics and instrumentation, as protective fabrics against

    environmental and infectious agents in hospitals and general

    surroundings, and in cosmetic and dental applications.

    Tissue/organ repair and regeneration are new avenues for potential

    treatment, circumventing the need for donor tissues and organs in

    transplantation and reconstructive surgery. In this approach, a scaffold is

    usually required that can be fabricated from either natural or synthetic

    polymers by many processing techniques including electrospinning and

    phase separation.

    The biocompatibility of the scaffold is usually tested ex vivobyculturing organ-specific cells on the scaffold and monitoring cell growth

    and proliferation. An animal model is used to study the biocompatibility

    of the scaffold in a biological system before the scaffold is introduced

    into patients for tissue-regeneration applications.

    Nanofiber scaffolds are well suited to tissue engineering as the

    scaffold can be fabricated and shaped to fill anatomical defects; its

    architecture can be designed to provide the mechanical properties

    necessary to support cell growth, proliferation, differentiation, and

    MARCH 20 06 | VOLUME 9 | NUMBER 3

    Electrospun nanofibers: solving global issues REVIEW FEATURE

    Fig. 7 Controlling fiber alignment on a tubular scaffold through mechanical rotation and modification of the electric field.

    Fig. 6 Two- and three-dimensional structures made of electrospun fibers.

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    motility; and it can be engineered to provide growth factors, drugs,

    therapeutics, and genes to stimulate tissue regeneration. An inherent

    property of nanofibers is that they mimic the extracellular matrices

    (ECM) of tissues and organs. The ECM is a complex composite of fibrous

    proteins such as collagen and fibronectin, glycoproteins, proteoglycans,

    soluble proteins such as growth factors, and other bioactive molecules

    that support cell adhesion and growth. Studies of cell-nanofiberinteractions have shown that cells adhere and proliferate well when

    cultured on polymer nanofibers27-29.

    One of our aims is to fabricate electrospun polymer nanofiber

    scaffolds for engineering blood vessels, nerves, skin, and bone. We have

    demonstrated that human coronary artery smooth muscle cells cultured

    on synthetic nanofibrous scaffolds of the copolymer poly(L-lactic

    acid)/poly(-caprolactone), or PLLA/PCL, show normal morphology andgood proliferation. The cells organize along the aligned nanofibers in a

    directional manner typified by the orientation of the cytoskeletalprotein -actin (Fig. 8), suggesting that nanofiber orientation can impart

    a functional development on the cells30.

    On collagen-modified nanofibers, human coronary artery endothelial

    cells exhibit cobble-stone morphology (Fig. 9a), typical of endothelial

    cells cultured on a polystyrene surface with comparable adhesion and

    proliferation rates31. On aligned PLLA nanofibers, c17.2 neural cells

    adhere, elongate along the fibers, and neurites extend along the

    direction of the aligned fibers (Fig. 9b)32. Human dermal fibroblasts

    have been demonstrated to grow better on collagen nanofibrous

    scaffolds than polystyrene tissue culture surfaces (Fig. 9c)33.

    A recent study carried out with human coronary endothelial cells

    cultured on nanofibrous scaffolds34 indicates that nanofiber scaffolds

    positively promote cell-matrix and cell-cell interactions, with the cells

    having a normal phenotypic shape and gene expression. This can be

    attributed to the ECM-like properties of the nanofiber scaffolds that

    mimic the natural tissue environment.

    Further research is required to elucidate the influence of nanofibers

    on the biochemical pathways and cellular signaling mechanisms that

    regulate cell morphology, growth, proliferation, differentiation,

    motility, and genotype. Insight into how natural ECM components

    secreted by cells replace the biodegradable polymeric scaffolds is also

    needed. This complete understanding of cell-nanofiber scaffold

    interactions will pave the way for successful engineering of various

    tissues and organs, such as vascular grafts, nerve, skin and bone

    regeneration, cornea transplants, skeletal and cardiac muscle

    engineering, gastrointestinal and renal/urinary replacement therapy, andeven stem cell expansion and differentiation to specific cells types and

    organ regeneration.

    In the pharmaceutical and cosmetic industry, nanofibers are

    promising tools for controlled delivery of drugs, therapeutics,

    molecular medicines, and body-care supplements. For example, DNA

    covalently attached to a patterned carbon nanofiber array and

    inserted into cells by centrifuging the cells onto the array, does not

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    REVIEW FEATURE Electrospun nanofibers: solving global issues

    Fig. 9 (a) Metabolic dye CMFDA staining of human coronary endothelial cells cultured on random, collagen-blended nanofibers. (b) Metabolic dye CMFDA stainingof c17.2 neural cells cultured on aligned nanofibers. (Reprinted with permission from32. 2005 Elsevier.) (c) Scanning electron micrograph of human fibroblastscultured on random, pure collagen nanofibers. Metabolic dyes are cell stains that only fluoresce or produce a color in live cells.

    (a) (b) (c)

    Fig. 8 Human coronary artery smooth muscle cells cultured on alignednanofibers that have been stained for-actin filaments. (Reprinted withpermission from17. 2004 Elsevier.)

    (a) (b) (c)

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    rejection) without a significant drop in flux performance42. No particles

    were found trapped in the membrane, so the membrane could be

    effectively recovered upon cleaning. This opens up new avenues of

    application of electrospun membranes for the pretreatment of water

    prior to reverse osmosis.In our laboratory, nanofiber membranes are also being tested as

    affinity (or adsorptive) membranes. Affinity membranes are a broad

    class of membranes that selectively capture specific target molecules (or

    ligates) by immobilizing a specific capturing agent (or ligand) onto the

    membrane surface. In biotechnology, affinity membranes have

    applications in protein (such as IgG) purification and toxin (such as

    endotoxin) removal from bioproducts. In the environmental industry,

    affinity membranes have applications in organic waste removal and

    heavy metal removal in water treatment.

    To be used as affinity membranes, electrospun nanofibers must

    be surface functionalized with ligands. In most cases, the ligand

    molecules should be covalently attached on the membrane to preventleaching of the ligands. Cellulose nanofiber membranes have been

    surface functionalized with cibacron blue for the purification of

    albumin43. Cellulose nanofiber membranes functionalized with

    protein A/G (a recombinant 50 449 Da protein from Pierce

    Biotechnology that has an increased ability to bind IgG molecules)

    shows a high ability to capture IgG molecules with a capacity of

    ~134 g/cm2, which is higher than that of the commercialized

    membrane (~80 g/cm2).

    Water pollution is now becoming a critical global issue. One

    important class of inorganic pollutant of great physiological significance

    is heavy metals, e.g. Hg, Pb, Cu, and Cd. The distribution of these metals

    in the environment is mainly attributed to the release of metal-

    containing wastewaters from industries. For example, copper smelters

    may release high quantities of Cd, one of the most mobile and toxic

    among the trace elements, into nearby waterways44. It is impossible to

    eliminate some classes of environmental contaminants completely, such

    as metals, by conventional water purification methods. Affinity

    membranes will play a critical role in wastewater treatment to remove

    (or recycle) heavy metals ions in the future. Polymer nanofibers

    functionalized with a ceramic nanomaterial, such as hydrated

    alumina/alumina hydroxide and iron oxides, could be suitable materials

    for fabrication of affinity membranes for water industry applications.

    The polymer nanofiber membrane acts as a carrier of the reactive

    nanomaterial that can attract toxic heavy metal ions, such as As, Cr, and

    Pb, by adsorption/chemisorption and electrostatic attractionmechanisms.

    Compared with heavy metal pollutants, overall water quality is much

    more sensitive to organic pollutants. Although such organics are usually

    no more than 1% of the pollution in a river, they tend to use up its

    dissolved oxygen, making the water unable to sustain life. While the

    transformations and pathways of metals in the environment have been

    studied to some extent, much less information is available on most

    commercial organic products because of their complex structures. Again,

    affinity membranes provide an alternative approach for removing

    organic molecules from wastewater. For example, -cyclodextrin is a

    cyclic oligosaccharide comprising of seven glucose units. It has a stereo-

    specific toroidal structure with a hydrophobic interior and hydrophilicexterior that can capture hydrophobic organic molecules from water by

    forming an inclusion complex. -cyclodextrin has been introduced

    into a poly(methyl methacrylate) nanofiber membrane using a physical

    mixing method to develop an affinity membrane for organic waste

    removal45.

    Electrospun nanofibers have also received great attention for sensor

    applications because of their unique high surface area. This is one of the

    most desirable properties for improving the sensitivity of

    conductometric sensors because a larger surface area will absorb more

    of a gas analyte and change the sensors conductivity more significantly.

    Nanofibers functionalized with a semiconductor oxide such as MoO3,

    SnO2, or TiO2 show an electrical resistance that is sensitive to harmful

    chemical gases like ammonia and nitroxide46. Single polypyrrole

    nanofibers containing avidin were studied as biosensors for detecting

    biotin-labeled biomolecules such as DNA. Specific binding of the

    biomolecules to the nanofibers changes the electrical resistance of a

    single nanofiber47. A fluorescent polymer, poly(acrylic acid)-poly(pyrene

    methanol), or PAA-PM, was used as a sensing material for the detection

    of organic and inorganic waste. The fluorescence is quenched by

    adsorbed metal ions Fe3+ or Hg2+ or 2,4-dinitrotoluene (DNT) on the

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    REVIEW FEATURE Electrospun nanofibers: solving global issues

    Fig. 11 An electrospun polysulphone membrane: (a) surface; (b) cross-section; and (c) magnified cross-section images.

    (a) (b) (c)

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    nanofiber surfaces48. In our laboratory, nylon-6 nanofiber was

    functionalized with biotinylated glucose oxidase to develop a novel

    biosensor for testing glucose concentration49.

    Defense and security applicationsMilitary, firefighter, law enforcement, and medical personnel requirehigh-level protection when dealing with chemical and biological threats

    (which include chemicals like nerve agents, mustard gas, blood agents

    such as cyanides, and biological toxins such as bacterial spores, viruses,

    and rickettsiae) in many environments ranging from combat to urban,

    agricultural, and industrial. Current protective clothing is based on full

    barrier protection such as hazardous materials (HAZMAT) suits, or

    permeable adsorptive protective overgarments such as those used by

    the US military. The obvious limitations of these suits are weight and

    moisture retention, which prevent the user from donning them for long

    periods.

    Nanostructures with their small size, large surface area50, and lightweight will improve, by orders of magnitude, our capability to:

    Detect chemical and biological warfare agents with sensitivity and

    selectivity;

    Protect through filtration and destructive decomposition of harmful

    toxins; and

    Provide site-specific in vivoprophylaxis.

    Polymer nanofibers are considered as excellent membrane materials

    for this purpose owing to their light weight, high surface area, and

    breathable (porous) nature51. The high sensitivity of nanofibers toward

    warfare agents makes them excellent candidates as sensing interfaces

    for chemical and biological toxins in concentration levels of parts per

    billion52. Governments across the world are investing in strengthening

    the protection levels offered to soldiers in the battlefield53. Various

    methods of modifying nanofiber surfaces to enhance their capture and

    decontamination capability of warfare agents are currently under

    investigation. One protection method is through chemical surface

    modification and attachment of reactive groups such as oximes,

    cyclodextrins, and chloramines54,55 that bind and detoxify warfare

    agents.

    In association with the Defense Science and Technology Agency

    (DSTA) in Singapore, our laboratory is working on functionalizing

    nanofibers to be used in facemasks for chemical and biowarfare defense

    (Fig. 12). The facemask consists of two main components: a high-

    efficiency particulate air (HEPA) filtering layer and an activated charcoalbed that adsorbs harmful gases and contaminants.

    Nanofiber membranes may be used to replace the activated charcoal

    in adsorbing toxins from the atmosphere. Active reagents can be

    embedded into the nanofiber membrane by chemical functionalization,

    post-spinning modification, or through using nanoparticle polymer

    composites (Fig. 13). Preliminary tests using chemical warfare simulators

    such as paraoxon and dimethyl methyl phosphonate on the

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    Electrospun nanofibers: solving global issues REVIEW FEATURE

    Fig. 12 Schematic showing the cross section of a facemask canister used for protection from chemical and biological warfare agents.

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    functionalized fibers show evidence of decontamination. Metal

    nanoparticles (Ag, MgO, Ni, Ti, etc.), which have proven abilities in

    decomposing warfare agents, can also be embedded in the nanofibers.

    There are many avenues for future research in nanofibers from the

    defense perspective. As well as serving protection and decontamination

    functions, nanofiber membranes will also have to provide the durability,

    washability, resistance to intrusion of all liquids, and tear strength

    required of battledress fabrics.

    Energy generation applicationsNatural energy resources such as crude oil, coal, natural gas, and

    uranium are a necessity for everyday life. Rapid economic growth inAsia and the subsequent increase in demand for energy mean that the

    rate of oil production is no longer adequate. This is evident in the

    soaring price of crude oil, which has reached over $60 per barrel 56.

    Large volumes of carbon dioxide emitted by the burning of fossil fuels

    is also the main culprit in climate change. Thus, there is an urgent need

    to identify new sources of energy that are environmentally friendly and

    able to replace current supplies. Polymer batteries, fuel cells,

    photovoltaic cells, wind power generators, and geothermal power

    generators are some possible alternatives.

    Given their high porosity and inherent large total surface area,

    electrospun nanofiber membranes are being considered for polymer

    batteries57-59, photovoltaic cells60-63, and polymer electrolyte

    membrane fuel cells (PEMFCs).Polymer batteries have been developed for PC notebooks and cell

    phones to replace conventional, bulky lithium batteries. The

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    REVIEW FEATURE Electrospun nanofibers: solving global issues

    PVDF nanofibrous membranewhich absorbs lithium electrolyte

    LiCoO2 cathode

    MCMBanode

    Fig. 14 Polymer battery assembled by sandwiching PVDF nanofiber membranes between a mesocarbon microbead (MCMB) anode and a LiCoO2 cathode58,59.

    Fig. 13 Schematic of the incorporation of functional groups into a polymer nanofiber mesh.

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    components of polymer batteries are a carbon anode, a lithium cobalt

    oxide cathode, and a polymer gel electrolyte. When a battery is

    subjected to charging, Li+ ions are confined in the carbon anode. Ondischarging, the Li+ ions move to cathode. Noteworthy properties of

    polymer batteries are less electrolyte leakage, high dimension

    flexibility, and high energy density per weight. However, there is still a

    need to improve energy density per weight of polymer batteries to

    increase their market share. Choi et al.57 and Kim et al.59 have

    assembled a new type of polymer battery using poly(vinylidene

    fluoride), or PVDF, nanofiber membranes (Fig. 14). The porous

    structure of the PVDF nanofiber membrane favors high uptake

    (350 wt.%) of lithium electrolyte so that electrolyte leakage is

    reduced. These factors make it possible to hold a large quantity of

    lithium electrolyte in thinner battery packs. The large surface area of

    the nanofibrous network also enhances ion conductivity, thus polymerbatteries comprising nanofiber membranes may improve energy

    density per weight as compared with conventional polymer batteries.

    Most conventional photovoltaic cells use single-crystalline,

    polycrystalline, or amorphous Si. It is well known that a single-crystal Si

    cell can achieve an energy translation efficiency of ~20%, and this value

    is higher than other types of solar cells. However, the biggest

    shortcoming for single-crystal Si solar cells is their high manufacturing

    cost. There is also a need for a large surface area to obtain sufficient

    electrical output.As an alternative, Grtzel and colleagues64 have developed dye-

    sensitized solar cells. The principle here is that sensitizing dye molecules

    coated onto TiO2 nanoparticles absorb photons and transfer excited

    electrons through the conduction band of TiO2 to the cathode.

    A nanotopographic TiO2 layer works as the electrode and enhances the

    total surface area to achieve a high electrical output. Dye-sensitized

    solar cells are less costly to manufacture than Si-based solar cells, but

    there are issues that need to be addressed, including reducing

    electrolyte leakage and improving the energy conversion efficiency

    (generally ~4-10%). With respect to electrolyte leakage, an alternative

    solution is to use a viscous polymer gel electrolyte. However, it is

    difficult to infuse a viscous gel into a conventional TiO2

    nanotopographic layer. Song et al.61-63 have solved this problem by

    using TiO2 nanofiber membranes fabricated by electrospinning in

    combination with sol-gel processes (Fig. 15). The viscous polymer gel

    electrolyte can easily penetrate into the porous nanofiber membrane.

    Their assembled TiO2 nanofiber dye-sensitized solar cells are able to

    achieve an energy conversion efficiency of 6.2%63.

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    Electrospun nanofibers: solving global issues REVIEW FEATURE

    e-

    H2

    O2

    H2O

    H2O

    Polymerelectrolyte

    membrane

    Anode

    2H+

    H2 2H

    + + 2e- 1/2 O2 + 2H+ + 2e-

    Cathode

    Fig. 16 Principle of electricity generation in fuel cells.

    Fig. 15 Dye-sensitized solar cells assembled using TiO2 nanofiber membranes61-63.

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    REVIEW FEATURE Electrospun nanofibers: solving global issues

    Electricity generation in PEMFCs is through the chemical reaction of

    hydrogen at the anode and oxygen at the cathode (Fig. 16). Protons are

    transmitted through an electrolyte membrane that contains distilled

    water, while electrons are transmitted from the anode to the cathode.

    The key properties of electrolyte membranes are high proton

    conductivity and shielding of electron transport. As the membrane needs

    to hold distilled water for proton conductivity, water retention of the

    membrane is also important. Nafion (DuPont), a perfluorosulfonic acid

    polymer film, has been widely used so far. However, Nafion membranes

    are expensive at up to $800/kg. For the same membrane area,

    electrospun Nafion fiber membranes require less material than

    conventional Nafion fuel cell membranes, thereby reducing cost. Porous

    nanofiber membranes are also able to hold distilled water, thus

    enhancing proton conductivity. Therefore, such nanofiber membranes

    have the potential to be used in PEMFCs.

    ConclusionGiven the versatility of electrospinning for generating highly porous

    nanofiber meshes made out of different materials, it is no surprise that

    it has found possible uses in different fields ranging from healthcare,

    biotechnology, and environmental engineering to defense and security,

    and energy generation. Electrospinning may be able to produce

    microengineered scaffolds for tissue engineering. Improved wound

    dressings could be made out of nanofiber meshes impregnated with

    drugs. Membranes for water treatment or use in biotechnology could be

    made of electrospun fibers. Nanofiber clothing and filters could deal

    more effectively with chemical and biological threats. In the future, we

    may no longer be dependent on crude oil thanks to more efficient

    conversion of other energy sources to electricity. With the ability to

    mass-produce nanofibers, electrospinning may well be one of the most

    significant nanotechnologies of this century.

    http://www.wtec.org/nanoreports/cbre/CBRE_Detection_11_1_02_hires.pdfhttp://www.wtec.org/nanoreports/cbre/CBRE_Detection_11_1_02_hires.pdfhttp://www.sc.doe.gov/bes/reports/files/NCT_rpt.pdfhttp://www.nymex.com/index.aspxhttp://www.nymex.com/index.aspxhttp://www.nymex.com/index.aspxhttp://www.sc.doe.gov/bes/reports/files/NCT_rpt.pdfhttp://www.wtec.org/nanoreports/cbre/CBRE_Detection_11_1_02_hires.pdf