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An Active Flexure Compensation Method for LAMOST spectrograph based on BP-Neural Network 被引量:3
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作者 Shuo Huang Hua Zou +2 位作者 Tian-Jiao Liu Shi-Yu Zhao Hang Zhang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2020年第3期42-49,共8页
The Large sky Area Multi-Object fiber Spectroscopic Telescope(LAMOST)is a Chinese national scientific research facility operated by National Astronomical Observatories,Chinese Academy of Sciences(NAOC).The LAMOST surv... The Large sky Area Multi-Object fiber Spectroscopic Telescope(LAMOST)is a Chinese national scientific research facility operated by National Astronomical Observatories,Chinese Academy of Sciences(NAOC).The LAMOST survey for the Milky Way Galaxy and extra-galactic objects has been carried out for several years.The accuracies in measuring radial velocity are expected to be 5 km s-1 for the low resolution spectroscopic survey(R=1800),and 1 km s-1 for the medium resolution mode.The stability of spectrograph is the main factor affecting the accuracies in measuring radial velocity,so an Active Flexure Compensation Method(AFCM)based on Back Propagation Neural Network(BPNN)is proposed in this paper.It utilizes a deep BP(4-layer,5-layer etc.)model of thermal-induced flexure to periodically predict and apply flexure corrections by commanding the corresponding tilt and tip motions to the camera.The spectrograph camera system is adjusted so that the positions of these spots match those in a reference image.The simulated calibration of this compensation method analytically illustrates its performance on LAMOST spectrograph. 展开更多
关键词 instrumentation:spectrographs methods:data analysis techniques:imaging SPECTROSCOPY telescopes
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A solar radio dynamic spectrograph with flexible temporal-spectral resolution 被引量:2
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作者 Qing-Fu Du Lei Chen +7 位作者 Yue-Chang Zhao Xin Li Yan Zhou Jun-Rui Zhang Fa-Bao Yan Shi-Wei Feng Chuan-Yang Li Yao Chen 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2017年第9期111-118,共8页
Observation and research on solar radio emission have unique scientific values in solar and space physics and related space weather forecasting applications, since the observed spectral structures may carry important ... Observation and research on solar radio emission have unique scientific values in solar and space physics and related space weather forecasting applications, since the observed spectral structures may carry important information about energetic electrons and underlying physical mechanisms. In this study, we present the design of a novel dynamic spectrograph that has been installed at the Chashan Solar Radio Observatory operated by the Laboratory for Radio Technologies, Institute of Space Sciences at Shandong University. The spectrograph is characterized by real-time storage of digitized radio intensity data in the time domain and its capability to perform off-line spectral analysis of the radio spectra. The analog signals received via antennas and amplified with a low-noise amplifier are converted into digital data at a speed reaching up to 32 k data points per millisecond. The digital data are then saved into a high- speed electronic disk for further off-line spectral analysis. Using different word lengths (1-32k) and time cadences (5 ms-10 s) for off-line fast Fourier transform analysis, we can obtain the dynamic spectrum of a radio burst with different (user-defined) temporal (5 ms-10 s) and spectral (3 kHz-320kHz) resolutions. This enables great flexibility and convenience in data analysis of solar radio bursts, especially when some specific fine spectral structures are under study. 展开更多
关键词 Sun: radio radiation-- radiation: dynamics-- instrumentation: spectrographs-- methods data analysis -- techniques: image processing
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Broadband Frequency Comb for Calibration of Astronomical Spectrographs 被引量:1
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作者 Pu Zou Tilo Steinmetz +4 位作者 Armin Falkenburger Yuanjie Wu Lingtong Fu Michael Mei Ronald Holzwarth 《Journal of Applied Mathematics and Physics》 2016年第2期202-205,共4页
We present our state-of-the-art version of a frequency comb for calibration of astronomical spectrographs. The mode spacing of the frequency comb can be designed to match the resolution of a spectrograph. Combined wit... We present our state-of-the-art version of a frequency comb for calibration of astronomical spectrographs. The mode spacing of the frequency comb can be designed to match the resolution of a spectrograph. Combined with its excellent accuracy and stability, the spectral coverage of more than 70% of the whole visible spectrum range makes the frequency comb an ideal calibration source. In addition, the new version introduces the automatic start-up function that brings convenience to the astronomers. 展开更多
关键词 Frequency Combs Astronomical spectrograph Calibration
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Direct Electron-transfer Reaction of Cytochrome C at a Bare Spectrographic Graphite Electrode
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作者 YU Ai-min CHEN Hong-yuan and HAN Ji-lin(Department of Chemistry , Nanjing University , Nanjing , 210008) 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 1995年第1期22-27,共6页
he electrochemistry of cytochrome C was investigated at a spectrographicgraphite electrode. In phosphate buffer solution (pH= 7. 0) , cytochrome C showedstable and quasi-reversible response. The formal potential E ̄(o... he electrochemistry of cytochrome C was investigated at a spectrographicgraphite electrode. In phosphate buffer solution (pH= 7. 0) , cytochrome C showedstable and quasi-reversible response. The formal potential E ̄(o') was 0. 015 V (at25℃ , vs. SCE) and the heterogeneous electron transfer rate constant k_s obtainedvaried form 1. 10×10 ̄(-3) cm · s ̄(-1) to 1. 80k×10 ̄(-3) cm · s ̄(-1). The thermodynamic pa-rameters of the electron transfer reaction of cvtochrome C was also estimated. Fur-thermore, the effect of the various electrode surface states on the electrochemistryof cytochrome C was discussed. 展开更多
关键词 Cytochrome C direct electrochemistry spectrographic graphite elec-trode Electron transfer Rate constant
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The Coude Echelle Spectrograph for the Lijiang 1.8 m telescope
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作者 Xiao-Li Wang Liang Chang +14 位作者 Lei Wang Hang-Xin Ji Hao Xian Zhen Tang Yu-Xin Xin Chuan-Jun Wang Shou-Sheng He Ju-Jia Zhang Bao-Li Lun Kai Wei Xi-Qi Li Xiao-Jun Jiang Hui-Juan Wang Hong-Bin Li Ji-Rong Mao 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2020年第3期76-83,共8页
The Coude Echelle Spectrograph(CES)was originally mounted on Xinglong 2.16 m telescope in 1994.When the High Resolution Fiber-fed Spectrograph(HRS)was commissioned at Xinglong 2.16 m telescope,the red path of CES was ... The Coude Echelle Spectrograph(CES)was originally mounted on Xinglong 2.16 m telescope in 1994.When the High Resolution Fiber-fed Spectrograph(HRS)was commissioned at Xinglong 2.16 m telescope,the red path of CES was moved to Lijiang 1.8 m telescope,following some redesign and reinstallation.The CES of Lijiang 1.8 m telescope has the spectral resolution(R=λ/?λ)ranging from 20000 to 50000 corresponding to different slit widths.With a 2 k×2 k PI CCD,CES has a wavelength coverage between 570 nm to 1030 nm.In particular,the resolution of 37000 at 0.5 mm slit corresponds to 1.3′′on the sky.The limiting magnitude is V=11.5 with the use of the tip-tilt feedback system,and the S/N is about 40 for 1 hour exposure at 600 nm(R=37000).During the installation of CES,the tip-tilt mirror technology had successfully fulfilled high precision guiding and tracking for high resolution spectral observation and significantly improved the observation efficiency. 展开更多
关键词 Instrumentation:spectrographs methods:observational techniques:spectroscopic
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Spectrographic analysis of laser induced plasma in process of high power laser welding
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作者 苏彦东 《China Welding》 EI CAS 1999年第2期43-48,共6页
During high power laser welding, the amount of energy reaching the workpiece, the weld penetration and the geometry of the welds are strongly affected by the laser induced plasma. Light emissions during welding were r... During high power laser welding, the amount of energy reaching the workpiece, the weld penetration and the geometry of the welds are strongly affected by the laser induced plasma. Light emissions during welding were recorded by a spectrometer. Based on the collected spectroscopic data, the electron density and the temperature of plasma were calculated using the relative intensity method. Several relationships between weld penetrations and electron density are given. 展开更多
关键词 laser welding PLASMA spectrographic analysis
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Middle and near ultraviolet spectrograph of the Scientific Experimental system in Near SpacE(SENSE)
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作者 Xin Sun DaLian Shi +6 位作者 Zhen Chen Ran Li WeiWei Cao Jun Zhu YongLin Bai Le Wang Fei He 《Earth and Planetary Physics》 CAS CSCD 2023年第6期655-664,共10页
The Scientific Experimental system in Near SpacE(SENSE)consists of different types of instruments that will be installed on a balloon-based platform to characterize near-space environmental parameters.As one of the ma... The Scientific Experimental system in Near SpacE(SENSE)consists of different types of instruments that will be installed on a balloon-based platform to characterize near-space environmental parameters.As one of the main scientific payloads,the middle and near ultraviolet spectrograph(MN-UVS)will provide full spectra coverage from middle ultraviolet(MUV,200−300 nm)to near ultraviolet(NUV,300−400 nm)with a spectral resolution of 2 nm.Its primary mission is to acquire data regarding the UV radiation background of the upper atmosphere.The MN-UVS is made up of six primary components:a fore-optical module,an imaging grating module,a UV intensified focal plane module,a titanium alloy frame,a spectrometer control module,and a data processing module.This paper presents in detail the engineering design of each functional unit of the MN-UVS,as well as the instrument’s radiometric calibration,wavelength calibration,impact test,and low-pressure discharge test.Furthermore,we are able to report ground test and flight test results of high quality,showing that the MN-UVS has a promising future in upcoming near-space applications. 展开更多
关键词 ultraviolet spectrograph radiation background imaging grating intensified detector low-pressure discharge spectral calibration
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An Exposure Meter of Lijiang Fiber-fed High-Resolution Spectrograph
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作者 Xiao-Guang Yu Kai-Fan Ji +4 位作者 Xi-Liang Zhang Liang Chang Yun-Fang Cai Ying Qin Zhen-Hong Shang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2023年第11期60-66,共7页
In 2016,an exposure meter was installed on the Lijiang Fiber-fed High-Resolution Spectrograph to monitor the coupling of starlight to the science fiber during observations.Based on it,we investigated a method to estim... In 2016,an exposure meter was installed on the Lijiang Fiber-fed High-Resolution Spectrograph to monitor the coupling of starlight to the science fiber during observations.Based on it,we investigated a method to estimate the exposure flux of the CCD in real time by using the counts of the photomultiplier tubes(PMT)of the exposure meter,and developed a piece of software to optimize the control of the exposure time.First,by using flat-field lamp observations,we determined that there is a linear and proportional relationship between the total counts of the PMT and the exposure flux of the CCD.Second,using historical observations of different spectral types,the corresponding relational conversion factors were determined and obtained separately.Third,the method was validated using actual observation data,which showed that all values of the coefficient of determination were greater than 0.92.Finally,software was developed to display the counts of the PMT and the estimated exposure flux of the CCD in real-time during the observation,providing a visual reference for optimizing the exposure time control. 展开更多
关键词 telescopes instrumentation:spectrographs instrumentation:photometers
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Investigating the efficiency of the Beijing Faint Object Spectrograph and Camera(BFOSC)of the Xinglong 2.16-m reflector
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作者 Yong Zhao Zhou Fan +7 位作者 Juan-Juan Ren Liang Ge Xiao-Ming Zhang Hong-Bin Li Hui-Juan Wang Jian-Feng Wang Peng Qiu Xiao-Jun Jiang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第9期53-62,共10页
The Beijing Faint Object Spectrograph and Camera (BFOSC) is one of the most important instruments operating in conjunction with the 2.16-m telescope at Xinglong Observatory. Every year there are - 20 SCI-papers publ... The Beijing Faint Object Spectrograph and Camera (BFOSC) is one of the most important instruments operating in conjunction with the 2.16-m telescope at Xinglong Observatory. Every year there are - 20 SCI-papers published based on observational data acquired with this telescope. In this work, we have systemically measured the total efficiency of the BFOSC that operates as part of the 2.16-m reflector, based on observations of two ESO flux standard stars. We have obtained the total efficiencies of the BFOSC instrument of different grisms with various slit widths in almost all ranges, and analyzed factors which effect the efficiency of this telescope and spectrograph. For astronomical observers, the result will be useful for them to select a suitable slit width, depending on their scientific goals and weather conditions during observations. For technicians, the result will help them to systemically identify the real efficiency of the telescope and spectrograph, and to further improve the total efficiency and observing capacity of the telescope technically. 展开更多
关键词 astronomical instrumentation methods and techniques - instrumentation: spectrographs
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The Coudé Echelle Spectrograph for the Xinglong 2.16m Telescope
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作者 Gang Zhao and Hong-Bin Li National Astronomical Observatories, Chinese Academy of Sciences, Beijing 100012 《Chinese Journal of Astronomy and Astrophysics》 CSCD 北大核心 2001年第6期555-562,共8页
A brief description of the NAO coude echelle spectrograph mounted on the 2.16 m telescope at Xinglong station is given. This echelle spectrograph is located at the coudé focus with a prism cross disperser. The ec... A brief description of the NAO coude echelle spectrograph mounted on the 2.16 m telescope at Xinglong station is given. This echelle spectrograph is located at the coudé focus with a prism cross disperser. The echelle image covers the spectral region from 330 to 1100 nm displayed in 80 spectral orders in one exposure through two light beams. With a slit height of 2mm, spectral orders are separated by 15 to 23 pixels in blue region and by 7 to 19 pixels in red region. Alternatively, two additional resolution modes corresponding to different focal length cameras with resolving power R 16000, 170 000 in the blue beam and R = 13000, 170 000 in the red beam could be provided by this spectrograph. The bias, dark, wavelength calibration, flat field and science exposure are described in details. The limiting magnitude for 1 hour exposure with an S/N ratio of 100 scales to V = 9.5 in the red path and to V = 7.2 in the blue path. 展开更多
关键词 instrumentation: spectrographs methods: observational - techniques: spectroscopic
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Model of Spectral Fluxes for Solar Spectrograph
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作者 Cao Wenda, Song Qian (Yunnan Observatory, The Chinese Academy of Sciences, Kunming 650011, China) (National Astronomical Observatories, The Chinese Academy of Sciences, Beijing 100012, China) 《天文研究与技术》 CSCD 1999年第S1期401-405,共5页
Taking use of the solar spectrograph in Yunnan Observatory, we built a model to estimate the spectral fluxes of solar spectrograph with computer and confirmed the result by observations. The spectral fluxes in visible... Taking use of the solar spectrograph in Yunnan Observatory, we built a model to estimate the spectral fluxes of solar spectrograph with computer and confirmed the result by observations. The spectral fluxes in visible and near infrared bands were calculated for the solar spectrograph of Yunnan Observatory. 展开更多
关键词 Model of Spectral Fluxes for Solar spectrograph
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Spectrographic Characteristics of Turkish /h/
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作者 Esra Ertan 《Open Journal of Acoustics》 2013年第4期97-102,共6页
/h/ is described differently by different researchers. While some argue that /h/ is a glottal fricative, others argue that it is the voiceless counterpart of the following vowel, yet others argue that /h/ is a glide o... /h/ is described differently by different researchers. While some argue that /h/ is a glottal fricative, others argue that it is the voiceless counterpart of the following vowel, yet others argue that /h/ is a glide or an approximant. However, de- tailed acoustic studies focusing on /h/ are very limited. This study aims to describe the spectrographic characteristics of /h/ in Turkish. Test words consisted of 48 monosyllabic and disyllabic words containing /h/ which was followed by eight Turkish vowels. Totally 1440 tokens were analyzed. After segmentation, /h/ was classified based on its spectrographic characteristics: 1) segment exhibiting formants, 2) segment exhibiting frication (but no formants) with energy in lower frequencies and 3) segment exhibiting almost no energy. In order to find out if there is a significant difference among these three categories, Chi-square test was applied. The spectrographic characteristics of /h/ in Turkish suggest that it is more like the voiceless version of the surrounding vowels, significantly when it is in syllable initial position and the preceding vowel when in syllable final position. 展开更多
关键词 spectrographic Analysis Glottal Fricative Turkish/h/
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Portable Spectrographs for Investigating Nanomaterials
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作者 Nadezhda Konctantinovna Pavlycheva Mazen Azeez Hassan 《材料科学与工程(中英文A版)》 2012年第3期334-340,共7页
关键词 荧光光谱仪 纳米材料 便携式 光栅摄谱仪 光谱分辨率 碳纳米管 化合物半导体 拉曼散射
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Optical design of an image slicer for the low-dispersion spectrograph of the Chinese Giant Solar Telescope
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作者 Dingjun Wang Liang Chang 《Astronomical Techniques and Instruments》 2026年第1期75-81,共7页
The Chinese Giant Solar Telescope(CGST)low-dispersion spectrograph requires a large field-of-view(FOV)and high spatial resolution,which can be addressed by a carefully designed image slicer system.Our proposed design ... The Chinese Giant Solar Telescope(CGST)low-dispersion spectrograph requires a large field-of-view(FOV)and high spatial resolution,which can be addressed by a carefully designed image slicer system.Our proposed design divides the rectangular 50″×20″FOV at the telescope focal plane into four 50″×5″subfields.Each subfield undergoes optical reconstruction using its independent collimator-camera system(F/36-F/25.79),achieving vertical alignment and focal reduction of subfields to form a pseudo-slit.Using tilt mirrors for scanning allows simultaneous acquisition of spectral data with both a large FOV and a high angular resolution of 0.05″.This resolves manufacturing challenges for an image slicer,avoiding the requirement for hundreds of elements,multi-angle configurations,and compact dimensions,and also provides effective technical support for engineering work on the CGST. 展开更多
关键词 Image slicer CGST Integral field spectrograph Spatial resolution
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High-resolution waveguide array-based astronomical spectrograph with cascaded phase modulation
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作者 Yunxian Zhong Dong Lin +5 位作者 Biao Xu Zhuangzhuang Zhu Xue Tong Qing Zhong Jijun Feng Jinping He 《Chinese Optics Letters》 2025年第3期57-61,共5页
Integrated photonic spectrographs could provide a new generation of low-cost,highly integrated,high-performance optical terminal instruments for astronomical observations.However,these spectrographs still face the cha... Integrated photonic spectrographs could provide a new generation of low-cost,highly integrated,high-performance optical terminal instruments for astronomical observations.However,these spectrographs still face the challenge of high spectral resolution.In this Letter,we demonstrate a cascaded phase-modulated waveguide array(CPMWA)spectrograph,with designed and measured spectral resolutions of 100,000 and 68,000,respectively.A spectral reconstruction method is proposed to minimize the influence of the phase error induced during the chip fabrication process and increase the spectral contrast to 20 dB.This type of spectrograph demonstrates promising potential for high-resolution spectrum observations in astronomy. 展开更多
关键词 astronomical spectrograph waveguide array cascaded phase modulation high spectral resolution spectrum reconstruction
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High-resolution X-ray focusing concave (elliptical) curved crystal spectrograph for laser-produced plasma 被引量:5
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作者 肖沙里 潘英俊 +4 位作者 钟先信 熊先才 杨国洪 刘宗礼 丁永坤 《Chinese Optics Letters》 SCIE EI CAS CSCD 2004年第8期495-496,共2页
The X-ray spectrum emitted, from laser-produced plasma contains plentiful information. X-ray spectrometer is a powerful tool for plasma diagnosis and studying the information and evolution of the plasma. X-ray concave... The X-ray spectrum emitted, from laser-produced plasma contains plentiful information. X-ray spectrometer is a powerful tool for plasma diagnosis and studying the information and evolution of the plasma. X-ray concave (elliptical) curved crystals analyzer was designed and manufactured to investigate the properties of laser-produced plasma. The experiment was carried out on Mianyang Xingguang-Ⅱ Facility and aimed at investigating the characteristics of a high density iron plasma. Experimental results using KAP, LIF, PET, and MICA curved crystal analyzers are described, and the spectra of Au, Ti laser-produced plasma are shown. The focusing crystal analyzer clearly gave an increase in sensitivity over a flat crystal. 展开更多
关键词 CRYSTALS Iron Laser produced plasmas X ray spectrographs X ray spectrometers X ray spectroscopy
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The effects of spectrograph slit modes on the accuracy of stellar radial velocity measurement and atmospheric parameter estimation 被引量:2
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作者 WANG FengFei ZHANG HaoTong +3 位作者 LUO ALi BAI ZhongRui DU Bing ZHAO YongHeng 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第10期1833-1839,共7页
Spectrograph slit is conventionally used to enhance the spectral resolution ~md manage how much light can be allowed to enter spectrograph. The narrow slit provides a higher resolution but sacrifices efficiency of spe... Spectrograph slit is conventionally used to enhance the spectral resolution ~md manage how much light can be allowed to enter spectrograph. The narrow slit provides a higher resolution but sacrifices efficiency of spectrograph and results in a low signal to noise ratio (S/N) spectra product. We take GuoShouJing telescope as an example and carry out a series of experiments to study how its 2/3 slit mode affects the precision of stellar radial velocity measurement and atmosphere parameters estimate. By transforming the resolution and adding a Gaussian White Noise to the extremely high quality spectra from the Sloan Digital Sky Survey, we generate synthetic stellar spectra of various brightness with different S/Ns. Comparing the measurements on these noise added spectra with the original high quality ones, we summarize the influences of the 2/3 slit mode on the meas- urement accuracy of stellar radial velocity and atmospheric parameters. 展开更多
关键词 slit mode resolution stellar radial velocity atmosphere parameters spectrograph
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Research on spectrographic oil analysis of 12VE-230ZC diesel engine
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作者 TIAN Hongxiang YAN Xinping +3 位作者 PIAO Jiazhe ZHANG Yepeng 1. Reliability Engineering Institute, Wuhan University of Technology, Wuhan 430063, China 2. The Naval University of Engineering, Wuhan 430033, China 3. Mechanical Department, Hubei Polytechnical University, Wuhan 430068, China 《Science China Mathematics》 SCIE 2001年第S1期454-458,共5页
With the spectrographic analysis, this paper analyzes the concentration of elements inoil, such as Fe, Cu, Cr, Al, Si etc. In order to monitor conditions and diagnose faults, the correlationcoefficient of main element... With the spectrographic analysis, this paper analyzes the concentration of elements inoil, such as Fe, Cu, Cr, Al, Si etc. In order to monitor conditions and diagnose faults, the correlationcoefficient of main elements in oil has been used to study wear characteristics of friction pairs inrunning-in and working periods. 展开更多
关键词 spectrographic analysis WEAR CONDITION MONITORING FAULTS DIAGNOSIS
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Regression based prediction of higher heating value for refuse-derived fuel using convolutional neural networks predicted elemental data and spectrographic measurements
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作者 Baki Osman Bekgoz Zerrin Günkaya +3 位作者 Kemal Ozkan Metin Ozkan Aysun Ozkan Müfide Banar 《Waste Disposal and Sustainable Energy》 EI CSCD 2024年第3期429-437,共9页
Higher heating value(HHV)is the key parameter for replacing Refuse-Derived Fuel(RDF)with fossil fuels in the cement industry.HHV can be measured with a bomb calorimeter or predicted from direct elemental data by using... Higher heating value(HHV)is the key parameter for replacing Refuse-Derived Fuel(RDF)with fossil fuels in the cement industry.HHV can be measured with a bomb calorimeter or predicted from direct elemental data by using regression models.Both methods require the continuous use of special laboratory equipment and are time consuming.To overcome these limitations,this study aims to predict the HHV value of RDF from predicted elemental data by using regression models.Therefore,once the predicted elemental data are generated,there will be no need to have continuous elemental data to predict HHV.Predicted elemental data were generated from direct elemental data and Near Infrared(NIR)camera-based spectrometric data by using a deep learning model.A convolutional neural networks(CNN)model was used for deep learning and was trained with 10,500 NIR image samples,each of which was 28×28×1.Different regression models(Linear,Tree,Support-Vector Machine,Ensemble and Gaussian process)were applied for HHV prediction.According to these results,higher R2 values(>0.85)were obtained with Gaussian process models(except for the Rational Quadratic model)for the predicted elemental data.Among the Gaussian models,the highest R2(0.95)but the lowest Root Mean Square Error(RMSE)(0.0563),Mean Squared Error(MSE)(0.0317)and Mean Absolute Error(MAE)(0.0431)were obtained with the Mattern 5/2 model.The results of predictions from predicted elemental data were compared to predictions from direct elemental data.The results show that the regression from predicted elemental data has an adequate prediction(R2=0.95)compared to the prediction from the direct elemental data(R^(2)=0.99). 展开更多
关键词 Deep learning Higher heating value Refuse-derived fuel Regression spectrographic measurement
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A Method to Assess the Applicability and Accuracy of the Modified Gaussian Model(MGM)on the Rock Samples’Spectral Interpretation
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作者 Fang Gao Bin Liu +1 位作者 Qin Zhou Chun-Lai Li 《Research in Astronomy and Astrophysics》 2025年第1期173-181,共9页
The Chang’e-4 mission obtained spectral data of multiple rock targets on the lunar surface.The Modified Gaussian Model(MGM)is usually applied to the spectral interpretation of powder samples,its applicability and acc... The Chang’e-4 mission obtained spectral data of multiple rock targets on the lunar surface.The Modified Gaussian Model(MGM)is usually applied to the spectral interpretation of powder samples,its applicability and accuracy on the rock targets remain to be further evaluated.The rock slice of lunar meteorite NWA 4734 is used to conduct comprehensive analysis of the petrography,mineralogy and laboratory spectroscopy,which will provide important ground truth for the MGM interpretation of lunar in situ spectra of rock samples.First,a scanning electron microscope(SEM),Energy Dispersive Spectrometer(EDS),and Electron Probe Micro-Analyzer(EPMA)analysis results indicate that:(1)almost all plagioclase in NWA 4734 have been converted to maskelynites,which indicate that the meteorite has undergone severe impact metamorphism;(2)the chemical composition of pyroxene and olivine is significantly heterogeneous,showing a distribution characteristic of magnesium-rich core and iron-rich rim,further indicating that NWA 4734 has undergone multiple crystallization and differentiation.Second,this article focuses on the rock slice of NWA 4734ʼs greyscale image of the Back Scattering Electron(BSE),and obtains the proportion of High-Calcium Pyroxene(HCP)in the total pyroxenes of this sample by calculating the area percentage using the pixel counting method.The result shows that the proportion of HCP is 72%±5.4%,which can be used as a ground truth to evaluate the interpretation applicability and accuracy of MGM.A field spectrometer(ASD)is used to measure the visible and near-infrared reflectance spectra(450-2500 nm)of the rock slice from NWA 4734 in the same area as the BSE image obtained by SEM,and MGM is used to deconvolve the ASD spectra,and the average proportion of HCP is estimated to be 71%±10.1%.The results between the MGM and the pixel counting are comparable within the error range,which demonstrates the applicability of MGM on interpretation of the rock samples on the lunar surface. 展开更多
关键词 astrochemistry-methods data analysis-instrumentation spectrographs
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