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基于多频超声波技术和改进灰狼优化算法的变压器油检测系统研究 被引量:3
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作者 王旭 姚强 +2 位作者 国辉 蔡宏伟 王昕 《电气自动化》 2020年第1期10-12,21,共4页
变压器油是变压器重要的绝缘介质,为实现对变压器油理化性能快速准确的检测,提出了基于多频超声波技术(MFU)和改进灰狼算法(IGWO)优化小波神经网络(WNN)的变压器油理化性能检测方法。首先,让不同频率的超声波通过变压器油,获取超声波在... 变压器油是变压器重要的绝缘介质,为实现对变压器油理化性能快速准确的检测,提出了基于多频超声波技术(MFU)和改进灰狼算法(IGWO)优化小波神经网络(WNN)的变压器油理化性能检测方法。首先,让不同频率的超声波通过变压器油,获取超声波在不同频率下的传播速度、衰减系数等特性参数;然后对灰狼算法的收敛因子进行改进,并利用改进后的灰狼算法优化小波神经网络,得到全局寻优能力强、收敛速度快和预测精度高的IGWO-WNN算法。最后,利用IGWO-WNN算法训练样本,获得变压器油理化性能参数的检测模型,通过现场测试验证了方法的可行性。 展开更多
关键词 变压器油 理化性能参数 多频超声波 改进灰狼算法 小波神经网络
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Thermodynamic analysis for a chemically recuperated scramjet 被引量:2
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作者 QIN Jiang BAO Wen +2 位作者 ZHANG SiLong SONG YuFei YU DaRen 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第11期3204-3212,共9页
Endothermic hydrocarbon fuel is regarded as an optimal fuel for a scramjet with regenerative cooling,which provides extra cooling through endothermic chemical conversion to avoid the severly limited cooling capacity w... Endothermic hydrocarbon fuel is regarded as an optimal fuel for a scramjet with regenerative cooling,which provides extra cooling through endothermic chemical conversion to avoid the severly limited cooling capacity when conventional fuels are adopted for cooling.Although endothermic cooling is proposed from the view point that the heat sink of a conventional fuel is insufficient,the heat-absorbing through endothermic chemical reaction is actually a chemical recuperation process because the wasted heat dissipated from the engine thermal structure is recovered through the endothermic chemical reaction.Therefore,the working process of a scramjet with endothermic hydrocarbon fuel cooling is a chemical recuperative cycle.To analyze the chemical recuperative cycle of a chemically recuperated scramjet engine,we defined physical and chemical recuperation effectivenesses and heating value increment rate,and derived engine performance parameters with chemical recuperation.The heat value benefits from both physical and chemical recuperations,and it increases with the increase in recuperation effectiveness.The scramjet performance parameters also increase with the increase in chemical recuperation effectiveness.The increase in chemical recuperation effectiveness improves both the performances of the fuel cooling system and the combustion system.The results of analysis prove that the existence of a chemical recuperation process greatly improves the performance of the whole scramjet. 展开更多
关键词 SCRAMJET endothermic hydrocarbon fuel chemical recuperation regenerative cooling chemical reaction
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