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基于高光谱技术的复合绝缘子表面老化程度评估 被引量:19
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作者 张血琴 张玉翠 +2 位作者 郭裕钧 刘凯 吴广宁 《电工技术学报》 EI CSCD 北大核心 2021年第2期388-396,共9页
针对现有绝缘老化检测尚无一种便捷快速的方法,该文提出一种基于高光谱技术的复合绝缘子表面老化程度的非接触、快速无损检测评估方法。首先,通过对不同老化程度样品进行傅里叶红外测试,分析样品表面的基团变化以及对憎水性的影响;其次... 针对现有绝缘老化检测尚无一种便捷快速的方法,该文提出一种基于高光谱技术的复合绝缘子表面老化程度的非接触、快速无损检测评估方法。首先,通过对不同老化程度样品进行傅里叶红外测试,分析样品表面的基团变化以及对憎水性的影响;其次,利用高光谱成像仪(900~1700nm)获取老化样本光谱信息,结合傅里叶中红外光谱,确定老化样本基团变化和光谱信息的对应关系,从而对老化程度进行定性分析;最后,基于深度极限学习机建立绝缘子老化程度评估模型,并对60组待测数据进行预测,实现对绝缘子老化程度精确分级,分类准确率达96.67%,与BP神经网络和支持向量机模型对比,表明该文所用模型可兼备快速性和准确性,为实现外绝缘表面老化程度的在线检测提供了新思路。 展开更多
关键词 复合绝缘子老化程度 高光谱技术 傅里叶红外测试 深度极限学习机
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Mechanism of high concentration phosphorus wastewater treated by municipal solid waste incineration fly ash 被引量:4
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作者 钟山 高慧 +1 位作者 邝薇 刘元元 《Journal of Central South University》 SCIE EI CAS 2014年第5期1982-1988,共7页
The mechanism of removing phosphate by MSWI(municipal solid waste incineration)fly ash was investigated by SEM(scanning electron microscopy)with EDS(energy dispersion spectrum),XRD(X-ray diffraction),FT-IR(Fourier tra... The mechanism of removing phosphate by MSWI(municipal solid waste incineration)fly ash was investigated by SEM(scanning electron microscopy)with EDS(energy dispersion spectrum),XRD(X-ray diffraction),FT-IR(Fourier transform infrared spectroscopy),BET(specific surface area),and BJH(pore size distribution).The results indicate that the removal rate of phosphate(100 mg/L)in 50 mL phosphorus wastewater reaches at 99.9% as the dosage of MSWI fly ash being 0.9000 g under room temperature.The specific surface area of MSWI fly ash is less than 6.1 m2/g and the total pore volume is below 0.021 cm3/g,suggesting that the absorption capacity of calcite is too weak to play an important role in phosphate removal.SEM images show that drastic changes had taken place on its specific surface shape after reaction,and EDS tests indicate that some phosphate precipitates are formed and attached onto MSWI fly ash particles.Chemical precipitation is the main manner of phosphate removal and the main reaction is: 3Ca2++2 PO4 3-+xH2O→Ca3(PO4)2↓·xH2O.Besides,XRD tests show that the composition of MSWI fly ash is complex,but CaSO4 is likely to be the main source of Ca2+.The soluble heavy metals in MSWI fly ash are stabilized by phosphate. 展开更多
关键词 MSWI (municipal solid waste incineration) fly ash phosphorus wastewater PHOSPHATE MECHANISM heavy metal
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