Mathematical Problems in Engineering / 2013 / Article / Tab 1

Research Article

The Bidirectional Optimization of Carbon Fiber Production by Neural Network with a GA-IPSO Hybrid Algorithm

Table 1

Experiment data of carbon fiber production process.

No.Viscosity average
molecular weight (104)
Conversion ratio (%)Solid content (%)Spinning jet drawing ratio (%)Coagulating bath temperature (°C)Total drawing ratioStrength
(CN/d)
Structure parameter

18.994.520.8−50.3146.334.0814.82
26.391.020.0−59.7155.893.2312.63
311.692.020.4−50.5146.033.7613.24
48.894.821.8−63.4136.654.1717.24
57.081.817.9−63.4156.323.9915.14
68.285.521.7−59.5155.494.5816.61
77.289.819.5−53.1135.883.6415.49
88.982.517.5−56.8196.384.0717.57
98.083.418.6−62.1175.723.1815.48
1011.790.617.9−53.8166.473.2212.10
1111.582.818.7−64.8175.793.2712.73
126.395.119.6−54.9166.374.3617.18
1310.498.620.2−68.3176.413.9914.91
147.693.119.7−55.4165.883.3817.07
158.584.622.3−65.3185.043.9913.26
169.389.820.1−53.8165.663.3015.31
1711.779.422.7−55.8195.853.1115.78
188.596.920.8−51.8145.544.7012.19
1911.996.422.7−61.5135.394.1215.69
207.895.018.4−63.7136.644.8614.17
2110.282.721.1−60.9135.864.3912.30
2210.090.118.7−58.5156.784.1714.94
239.277.521.0−62.9165.784.6313.16
2410.286.421.2−63.0156.544.7612.74
2510.083.917.4−63.6185.794.9813.23
267.180.618.5−62.7176.623.0012.88
276.880.918.3−68.9186.514.7313.13
2812.086.321.0−54.2195.754.2312.26
297.079.122.1−64.2195.434.9815.81
306.290.219.1−54.7146.584.0613.69
319.487.421.7−52.4136.903.9615.23
3211.392.321.1−62.1175.664.6016.17
3310.092.417.0−59.0136.343.4614.99
347.191.020.6−59.2165.884.0015.21
358.277.719.3−63.2166.674.8014.67
368.878.522.5−65.4196.544.1512.74
3711.984.017.0−57.0165.334.6914.94
386.988.719.8−63.2156.724.4817.12
3911.191.419.5−58.3176.984.1717.24
409.986.019.8−66.8186.033.4913.62
418.395.021.6−66.7166.774.3313.25
427.192.818.9−55.1156.183.1715.39
438.698.321.7−62.3145.314.2515.84
448.988.719.8−61.6175.404.3214.50
456.784.217.2−60.8145.814.4613.24
4611.098.022.7−74.6126.893.9012.82
479.592.220.3−50.5175.923.9113.20
487.778.217.2−63.4196.173.9915.19
499.579.318.1−67.4136.504.7817.69
507.490.421.3−55.3186.654.9612.49

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at help@hindawi.com to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19.