Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments
The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning...
Ausführliche Beschreibung
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| Autor*in: |
Mohammad Khanlou, Hossein [verfasserIn] |
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| Format: |
Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2015 |
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| Übergeordnetes Werk: |
Enthalten in: Textile research journal - London [u.a.] : Sage Publ., 1931, 85(2015), 4, Seite 356-368 |
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| Übergeordnetes Werk: |
volume:85 ; year:2015 ; number:4 ; pages:356-368 |
| Links: |
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| DOI / URN: |
10.1177/0040517514547208 |
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| Katalog-ID: |
OLC1966459408 |
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| 520 | |a The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. | ||
| 650 | 4 | |a optimization | |
| 650 | 4 | |a Taguchi method (design of experiments) | |
| 650 | 4 | |a electrospinning parameters | |
| 650 | 4 | |a fiber diameter | |
| 650 | 4 | |a polymethyl methacrylate | |
| 650 | 4 | |a Taguchi methods | |
| 650 | 4 | |a Nanomaterials | |
| 650 | 4 | |a Fibers | |
| 650 | 4 | |a Studies | |
| 650 | 4 | |a Polymethyl methacrylate | |
| 650 | 4 | |a Spinning | |
| 700 | 1 | |a Chin Ang, Bee |4 oth | |
| 700 | 1 | |a Talebian, Sepehr |4 oth | |
| 700 | 1 | |a Muhammad Afifi, Amalina |4 oth | |
| 700 | 1 | |a Andriyana, Andri |4 oth | |
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10.1177/0040517514547208 doi PQ20160617 (DE-627)OLC1966459408 (DE-599)GBVOLC1966459408 (PRQ)c2306-164de5146e8bf5fe5b050df6fc2c02ac975651cf337adb93b5534b3b867f8ec40 (KEY)0058122420150000085000400356electrospinningofpolymethylmethacrylatenanofiberso DE-627 ger DE-627 rakwb eng 660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Mohammad Khanlou, Hossein verfasserin aut Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning Chin Ang, Bee oth Talebian, Sepehr oth Muhammad Afifi, Amalina oth Andriyana, Andri oth Enthalten in Textile research journal London [u.a.] : Sage Publ., 1931 85(2015), 4, Seite 356-368 (DE-627)129362026 (DE-600)160931-2 (DE-576)014734710 0040-5175 nnns volume:85 year:2015 number:4 pages:356-368 http://dx.doi.org/10.1177/0040517514547208 Volltext http://search.proquest.com/docview/1650545058 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC SSG-OLC-CHE GBV_ILN_70 GBV_ILN_2234 ZS 0001: 58.48 AVZ AR 85 2015 4 356-368 |
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10.1177/0040517514547208 doi PQ20160617 (DE-627)OLC1966459408 (DE-599)GBVOLC1966459408 (PRQ)c2306-164de5146e8bf5fe5b050df6fc2c02ac975651cf337adb93b5534b3b867f8ec40 (KEY)0058122420150000085000400356electrospinningofpolymethylmethacrylatenanofiberso DE-627 ger DE-627 rakwb eng 660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Mohammad Khanlou, Hossein verfasserin aut Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning Chin Ang, Bee oth Talebian, Sepehr oth Muhammad Afifi, Amalina oth Andriyana, Andri oth Enthalten in Textile research journal London [u.a.] : Sage Publ., 1931 85(2015), 4, Seite 356-368 (DE-627)129362026 (DE-600)160931-2 (DE-576)014734710 0040-5175 nnns volume:85 year:2015 number:4 pages:356-368 http://dx.doi.org/10.1177/0040517514547208 Volltext http://search.proquest.com/docview/1650545058 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC SSG-OLC-CHE GBV_ILN_70 GBV_ILN_2234 ZS 0001: 58.48 AVZ AR 85 2015 4 356-368 |
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10.1177/0040517514547208 doi PQ20160617 (DE-627)OLC1966459408 (DE-599)GBVOLC1966459408 (PRQ)c2306-164de5146e8bf5fe5b050df6fc2c02ac975651cf337adb93b5534b3b867f8ec40 (KEY)0058122420150000085000400356electrospinningofpolymethylmethacrylatenanofiberso DE-627 ger DE-627 rakwb eng 660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Mohammad Khanlou, Hossein verfasserin aut Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning Chin Ang, Bee oth Talebian, Sepehr oth Muhammad Afifi, Amalina oth Andriyana, Andri oth Enthalten in Textile research journal London [u.a.] : Sage Publ., 1931 85(2015), 4, Seite 356-368 (DE-627)129362026 (DE-600)160931-2 (DE-576)014734710 0040-5175 nnns volume:85 year:2015 number:4 pages:356-368 http://dx.doi.org/10.1177/0040517514547208 Volltext http://search.proquest.com/docview/1650545058 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC SSG-OLC-CHE GBV_ILN_70 GBV_ILN_2234 ZS 0001: 58.48 AVZ AR 85 2015 4 356-368 |
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10.1177/0040517514547208 doi PQ20160617 (DE-627)OLC1966459408 (DE-599)GBVOLC1966459408 (PRQ)c2306-164de5146e8bf5fe5b050df6fc2c02ac975651cf337adb93b5534b3b867f8ec40 (KEY)0058122420150000085000400356electrospinningofpolymethylmethacrylatenanofiberso DE-627 ger DE-627 rakwb eng 660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Mohammad Khanlou, Hossein verfasserin aut Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning Chin Ang, Bee oth Talebian, Sepehr oth Muhammad Afifi, Amalina oth Andriyana, Andri oth Enthalten in Textile research journal London [u.a.] : Sage Publ., 1931 85(2015), 4, Seite 356-368 (DE-627)129362026 (DE-600)160931-2 (DE-576)014734710 0040-5175 nnns volume:85 year:2015 number:4 pages:356-368 http://dx.doi.org/10.1177/0040517514547208 Volltext http://search.proquest.com/docview/1650545058 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC SSG-OLC-CHE GBV_ILN_70 GBV_ILN_2234 ZS 0001: 58.48 AVZ AR 85 2015 4 356-368 |
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10.1177/0040517514547208 doi PQ20160617 (DE-627)OLC1966459408 (DE-599)GBVOLC1966459408 (PRQ)c2306-164de5146e8bf5fe5b050df6fc2c02ac975651cf337adb93b5534b3b867f8ec40 (KEY)0058122420150000085000400356electrospinningofpolymethylmethacrylatenanofiberso DE-627 ger DE-627 rakwb eng 660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Mohammad Khanlou, Hossein verfasserin aut Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning Chin Ang, Bee oth Talebian, Sepehr oth Muhammad Afifi, Amalina oth Andriyana, Andri oth Enthalten in Textile research journal London [u.a.] : Sage Publ., 1931 85(2015), 4, Seite 356-368 (DE-627)129362026 (DE-600)160931-2 (DE-576)014734710 0040-5175 nnns volume:85 year:2015 number:4 pages:356-368 http://dx.doi.org/10.1177/0040517514547208 Volltext http://search.proquest.com/docview/1650545058 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC SSG-OLC-CHE GBV_ILN_70 GBV_ILN_2234 ZS 0001: 58.48 AVZ AR 85 2015 4 356-368 |
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Enthalten in Textile research journal 85(2015), 4, Seite 356-368 volume:85 year:2015 number:4 pages:356-368 |
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Enthalten in Textile research journal 85(2015), 4, Seite 356-368 volume:85 year:2015 number:4 pages:356-368 |
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Mohammad Khanlou, Hossein @@aut@@ Chin Ang, Bee @@oth@@ Talebian, Sepehr @@oth@@ Muhammad Afifi, Amalina @@oth@@ Andriyana, Andri @@oth@@ |
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It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. 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Mohammad Khanlou, Hossein ddc 660 rvk ZS 0001: bkl 58.48 misc optimization misc Taguchi method (design of experiments) misc electrospinning parameters misc fiber diameter misc polymethyl methacrylate misc Taguchi methods misc Nanomaterials misc Fibers misc Studies misc Polymethyl methacrylate misc Spinning Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments |
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660 670 DNB ZS 0001: AVZ rvk 58.48 bkl Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments optimization Taguchi method (design of experiments) electrospinning parameters fiber diameter polymethyl methacrylate Taguchi methods Nanomaterials Fibers Studies Polymethyl methacrylate Spinning |
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electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the taguchi design of experiments |
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Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments |
| abstract |
The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. |
| abstractGer |
The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. |
| abstract_unstemmed |
The effects of polymer concentration and electrospinning parameters on the diameter of electrospun polymethyl methacrylate (PMMA) fibers were experimentally investigated. It was also studied how the controlled factors would affect the output with the intention of finding the optimal electrospinning settings in order to obtain the smallest PMMA fiber diameter. Subsequently the solution feed rate, needle gauge diameter, supply voltage, polymer concentration and tip-to-collector distance were considered as the control factors. To achieve these aims, Taguchi’s mixed-level parameter design (L18) was employed for the experimental design. Optimal electrospinning conditions were determined using the signal-to-noise (S/N) ratio that was calculated from the electrospun PMMA fiber diameter according to “the-smaller-the-better” approach. Accordingly, the smallest fiber diameter observed was 228 (±76) nm and it was yielded at 15 wt% polymer concentration, 20 kV of supply voltage, 1 ml/h feed rate, 15 cm tip-to-distance and 19 needle gauge. Moreover, the S/N ratio response showed that the polymer concentration was the most effective parameter on determination of fiber diameter followed by feed rate, tip-to distance, needle gauge and voltage, respectively. The Taguchi design of experiments method has been found to be an effective approach to statistically optimize the critical parameters used in electrospinning so as to effectively tailor the resulting electrospun fiber diameters and morphology. |
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Electrospinning of polymethyl methacrylate nanofibers: optimization of processing parameters using the Taguchi design of experiments |
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Chin Ang, Bee Talebian, Sepehr Muhammad Afifi, Amalina Andriyana, Andri |
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