船舶电力系统是一个独立的电力系统,需要根据准确的负荷预测来控制多台发电机组的运行。本文提出了一种基于支持向量机的船舶电力负荷短期预测方法。对某大型集装箱船舶在不同工况下的电力负荷数据,分别用基于径向基核函数的支持向量机...船舶电力系统是一个独立的电力系统,需要根据准确的负荷预测来控制多台发电机组的运行。本文提出了一种基于支持向量机的船舶电力负荷短期预测方法。对某大型集装箱船舶在不同工况下的电力负荷数据,分别用基于径向基核函数的支持向量机方法、多层 BP 网络和 RBF 网络方法进行训练和预测计算,仿真结果表明支持向量机具有更高的预测精度,是船舶电力负荷预测的一种有效方法。展开更多
PLA/MWNT/HA hybrid nanofibers were prepared via electrospinning technology.Multi walled carbon nanotube (MWNT) were first treated by anodic oxidation,which resulted in various functional groups such as C—O,CO and O—...PLA/MWNT/HA hybrid nanofibers were prepared via electrospinning technology.Multi walled carbon nanotube (MWNT) were first treated by anodic oxidation,which resulted in various functional groups such as C—O,CO and O—CO on the surface of oxidized MWNT.Then the MWNT/hydroxyapatite (HA) nano composites (MWNT content 3?wt%) were in situ synthesized by wet method with the help of ultrasonic treatment.Because of the strong interaction between the functional groups on the surface of MWNT and Ca 2+ in HA,the obtained HA nano particles were deposited onto the surface of oxidized MWNT.The as received MWNT/HA nano composites with excellent biocompatibility and osteoinduction were introduced into a bioabsorbable polymer,polylactide (PLA),and the PLA/MWNT/HA hybrid nanofibers were electrospun through a double solvent method under the voltage of 18 kV and the capillary to target distance was 4?cm.The structure and morphology of hybrid nanofibers were characterized by SEM.Because of the nanoscaled diameters,microscaled interconnected pores and suitable surface chemistry,the hybrid nanofibers would match the requirements of ideal bone tissue engineering scaffold and may be a potential material for preparing bone tissue engineering scaffold.展开更多
文摘船舶电力系统是一个独立的电力系统,需要根据准确的负荷预测来控制多台发电机组的运行。本文提出了一种基于支持向量机的船舶电力负荷短期预测方法。对某大型集装箱船舶在不同工况下的电力负荷数据,分别用基于径向基核函数的支持向量机方法、多层 BP 网络和 RBF 网络方法进行训练和预测计算,仿真结果表明支持向量机具有更高的预测精度,是船舶电力负荷预测的一种有效方法。
文摘PLA/MWNT/HA hybrid nanofibers were prepared via electrospinning technology.Multi walled carbon nanotube (MWNT) were first treated by anodic oxidation,which resulted in various functional groups such as C—O,CO and O—CO on the surface of oxidized MWNT.Then the MWNT/hydroxyapatite (HA) nano composites (MWNT content 3?wt%) were in situ synthesized by wet method with the help of ultrasonic treatment.Because of the strong interaction between the functional groups on the surface of MWNT and Ca 2+ in HA,the obtained HA nano particles were deposited onto the surface of oxidized MWNT.The as received MWNT/HA nano composites with excellent biocompatibility and osteoinduction were introduced into a bioabsorbable polymer,polylactide (PLA),and the PLA/MWNT/HA hybrid nanofibers were electrospun through a double solvent method under the voltage of 18 kV and the capillary to target distance was 4?cm.The structure and morphology of hybrid nanofibers were characterized by SEM.Because of the nanoscaled diameters,microscaled interconnected pores and suitable surface chemistry,the hybrid nanofibers would match the requirements of ideal bone tissue engineering scaffold and may be a potential material for preparing bone tissue engineering scaffold.
