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光电式粉尘传感器的模式修补反演算法 被引量:2
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作者 马凤英 赵永林 翟波 《传感器与微系统》 CSCD 北大核心 2006年第6期69-71,74,共4页
煤矿井下粉尘的实时测量是安全生产的一个重要环节,根据粉尘衍射光的角谱特征,已提出可适用于井下实时粉尘检测的模式识别算法。为了提高测量精度,对误差进行分析,提出了加入修补函数的模式识别反演算法,利用修补函数求出36个修补模式... 煤矿井下粉尘的实时测量是安全生产的一个重要环节,根据粉尘衍射光的角谱特征,已提出可适用于井下实时粉尘检测的模式识别算法。为了提高测量精度,对误差进行分析,提出了加入修补函数的模式识别反演算法,利用修补函数求出36个修补模式的特征向量,将其预存于单片机中,测量时,选择合适的修补模式对最贴近的模式进行局域修补,使修补后的模式与待测尘样贴近度更高。仿真实验表明:改进的算法使测量精度和测量速度得到改善。 展开更多
关键词 粉尘传感器 衍射光角谱 模式识别 模式修补
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模式分类与修补反演算法在光电粉尘检测中的应用 被引量:1
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作者 马凤英 《仪器仪表学报》 EI CAS CSCD 北大核心 2006年第z1期359-360,共2页
根据煤矿井下粉尘衍射光角谱特征,研制出利用模式识别算法实时井下检测的光电粉尘传感器。为了提高测量精度,对误差进行分析,提出模式分类算法,利用模式的特征向量分布的差异对模式进行了分类,检测时可快速从全域找到最贴近的模式,在此... 根据煤矿井下粉尘衍射光角谱特征,研制出利用模式识别算法实时井下检测的光电粉尘传感器。为了提高测量精度,对误差进行分析,提出模式分类算法,利用模式的特征向量分布的差异对模式进行了分类,检测时可快速从全域找到最贴近的模式,在此基础上,本文又提出加入修补函数的模式识别反演算法,测量时可动态选择合适的修补模式对选定模式进行局域修补,使修补后模式的特征向量与待测尘样信号的方差和明显变小。仿真实验表明,改进的算法使传感器测量精度得到很大提高,快速性也得到有力保障。 展开更多
关键词 衍射光角谱 模式识别 模式分类 模式修补
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粉尘传感器的模式修补反演算法与数字滤波 被引量:4
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作者 马凤英 翟波 王福增 《煤矿安全》 CAS 北大核心 2006年第5期7-9,共3页
根据粉尘衍射光的角谱特征,提出可适用于井下实时粉尘检测的模式识别算法。为了提高测量精度,对误差进行分析,提出加入修补函数的模式识别反演算法,利用修补函数求出36个修补模式的特征向量,将其预存于单片机中,测量时选择合适的修补模... 根据粉尘衍射光的角谱特征,提出可适用于井下实时粉尘检测的模式识别算法。为了提高测量精度,对误差进行分析,提出加入修补函数的模式识别反演算法,利用修补函数求出36个修补模式的特征向量,将其预存于单片机中,测量时选择合适的修补模式对最贴近的模式进行局域修补,使修补后的模式与待测尘样更加贴近,同时由于传感器的信号较弱,运用谐波分析的方法对测量信号的组成进行了分析,针对分析结果,采用了切实可行的数字滤波方案,使信号的信噪比得到了较大的提高。 展开更多
关键词 粉尘传感器 衍射光角谱 模式识别 模式修补 数字滤波
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井下粉尘多参数检测的自适应方法 被引量:3
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作者 石广岩 赵永林 《中国粉体技术》 CAS 2004年第4期9-12,共4页
为提高井下粉尘计重含量检测精度并同时获得粒度分布参数,根据井下粉尘衍射光的角谱特征,提出了一种适合于在单片机上运行的算法。首先将衍射光角谱归一化,使得不同浓度但粒度分布相同的尘样具有相同的归一化角谱,而该角谱与给定模式的... 为提高井下粉尘计重含量检测精度并同时获得粒度分布参数,根据井下粉尘衍射光的角谱特征,提出了一种适合于在单片机上运行的算法。首先将衍射光角谱归一化,使得不同浓度但粒度分布相同的尘样具有相同的归一化角谱,而该角谱与给定模式的角谱的贴近程度则用差值平方和表征。由几个优选模式求得的计重含量或粒度分布取加权平均即可获得待求参数。考虑到现场环境中噪声抑制能力和对尘样多样性的适应能力至关重要,本文中最后给出了针对这两个方面的仿真实验结果。 展开更多
关键词 粉尘传感器 粒度检测 识别算法 衍射光角谱
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The Preparation and Characterization of Vermiculite Hydrosol
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作者 毛庆辉 阚泓 +2 位作者 徐红 毛志平 曹欢天 《Journal of Donghua University(English Edition)》 EI CAS 2010年第6期753-759,共7页
The dispersibility of vermiculite is the key factor that affects the application of vermiculite.In this paper,the milled natural vermiculite was pillared by organic quaternary ammonium salts.Then the pillared vermicul... The dispersibility of vermiculite is the key factor that affects the application of vermiculite.In this paper,the milled natural vermiculite was pillared by organic quaternary ammonium salts.Then the pillared vermiculite was ground and homogenized under the existence of dispersive agent to form a stable vermiculite hydrosol system.Small angle X-ray diffraction(SA-XRD),fourier transform infrared spectroscopy(FTIR),and thermogravimetric analyses(TGA)were used to characterize the structure and thermal property of the vermiculite.The results indicate that the exfoliated vermiculite is successfully obtained.The analyses of laser particle size analyzer,transmission electron microscope(TEM),and Tyndall phenomenon analyzer demonstrate that the vermiculite hydrosol prepared is a stable hydrosol system. 展开更多
关键词 organic quaternary ammonium salt pillaring action VERMICULITE vermiculite hydrosol
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WAXD and FTIR Studies of Electron Beam Irradiated Biodegradable Polymers
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作者 Yasko Kodama Nelson Batista de Lima +5 位作者 Clfiudia Giovedi Luci Diva Brocardo Machado Wilson Aparecido Parejo Calvol Akihiro Oishi Kazuo Nakayama 《Journal of Physical Science and Application》 2012年第4期80-87,共8页
Poly(L-lactic acid) (PLLA) and poly(e-caprolactone) (PCL) have been receiving much attention lately due to their biodegradability in human body as well as in the soil, also due to their biocompatibility, envir... Poly(L-lactic acid) (PLLA) and poly(e-caprolactone) (PCL) have been receiving much attention lately due to their biodegradability in human body as well as in the soil, also due to their biocompatibility, environmentally friendly characteristics and non-toxicity. Morphology of biodegradable polymers affects the rate of their biodegradation. A polymer that has high degree of crystallinity will degrade at a slower rate due to the inherent increased stability. PCL homopolymer crosslinking degree increases with increasing doses of high energy radiation. On the other hand, the irradiation ofPLLA homopolymer promotes mainly chain-scissions at doses below 250 kGy. In the present work, twin screw extruded films of PLLA and PCL biodegradable homopolymers and 50:50 (w:w) blend were electron beam irradiated using electron beam accelerator Dynamitron (E = 1.5 MeV) from Radiation Dynamics, Inc. at doses in the range of 50 kGy to 103 kGy in order to evaluate the effect of electron beam radiation. Wide-angle X-ray diffraction (WAXD) patterns of non irradiated and irradiated samples were obtained using a diffractometer Rigaku Denki Co. Ltd., Multiflex model; and Fourier transform infrared spectroscopy (FTIR) spectra was obtained using a NICOLET 4700, attenuated total reflectance (ATR) technique. By WAXD patterns of as extruded non irradiated and irradiated PLLA it was verified broad diffusion peaks corresponding to amorphous polymer. There was a slight increase of the mean crystallite size of PCL homopolymer with increasing radiation dose. PCL crystalline index (CI) decreased with radiation dose above 500 kGy. But then, PLLA CI increased with radiation dose above 750 kGy. From another point of view, PLLA presence on the 50:50 blend did not interfere on the observed mean crystallite size increase up to 250 kGy. From 500 kGy to 103 kGy the crystallite size of PCL was a little bigger in the blend than the homopolymer. In contrast, FTIR results have shown that this technique was not sensitive enough to observe the degradation promoted by ionizing radiation of the studied homopolymers and blends, and neither on the miscibility of the blends. 展开更多
关键词 Biodegradable polymers PLLA PCL electron beam WAXD FTIR.
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