A novel robust diagnostic system based on a linear fractional transform(LFT)representation combined with a static redundancy approach is proposed to design a residual generator for fault detection and localization in ...A novel robust diagnostic system based on a linear fractional transform(LFT)representation combined with a static redundancy approach is proposed to design a residual generator for fault detection and localization in a wind system using the doubly fed induction generator(DFIG).As a result,faults in DFIG-based grid-connected wind systems can be grouped into three classes of faults,namely,model uncertainty-related faults(FLMU),set point disturbance-related faults(FLDS)and parameter uncertainty-related faults(FLPU).Based on the parity-space residual generations,an artificial neural network(ANN)structure has been combined with the classification to enable the assessment of hidden,indistinguishable or small amplitude faults.The training validation with two data sizes of 1278*4 and 1278*1 respectively at the inputs and outputs of the proposed ANN,presents better performance for a mean squared error value(MSE=3.0532e 9),and a good correlation between outputs and targets for a regression value(R=1).It emerges that the proposed robust and complete diagnostic system for the optimal and sustainable integration of wind turbines into the grid,offers very great advan-tages,particularly with regard to the precise and rapid detection of faults,and the assessment of hidden faults and/or ambiguous fault states in the wind system based on DFIG.In addition,the proposed approach allows the use of a reduced number of data,sensors and actuators required.Consequently,the system maintenance difficulties,complexity and cost of the diagnostic system are reduced.展开更多
21世纪以来,连续波形的自动处理成为数字地震台网的一个新的前沿领域。本文通过深低频脉动(LFT,Low Frequency Tremor)、噪声相关函数(NCF,Noise Correlation Function)、"重复地震"等3个方面,指出在这一新的前沿领域中,中国...21世纪以来,连续波形的自动处理成为数字地震台网的一个新的前沿领域。本文通过深低频脉动(LFT,Low Frequency Tremor)、噪声相关函数(NCF,Noise Correlation Function)、"重复地震"等3个方面,指出在这一新的前沿领域中,中国数字地震观测系统正面临巨大的发展机遇。与此相应,在中国地震台网的下一步发展中,应重视连续波形的记录,并将连续波形的自动处理作为一个发展重点来考虑。展开更多
深低频脉动(Deep Low Frequency Tremor,即LFT)的观测近年来引起地震科学界的关注,相关的观测和研究在地震机理和地震预测预报的探索中显示出重要的应用价值。随着中国数字地震观测网络的建设和完善,通过常规地震观测对板块内部和碰撞...深低频脉动(Deep Low Frequency Tremor,即LFT)的观测近年来引起地震科学界的关注,相关的观测和研究在地震机理和地震预测预报的探索中显示出重要的应用价值。随着中国数字地震观测网络的建设和完善,通过常规地震观测对板块内部和碰撞型板块边界地区LFT是否存在、(如果存在则)是否具有普遍性、是否与间歇性地震脉动与滑动(Epidemic Tremor and Slip,即ETS)相联系等问题进行系统的调查研究,在技术上已逐步成为可能。为此,本文讨论了目前用数字地震观测系统进行LFT观测的现状和方法,并对将LFT的系统调查引入中国数字地震观测系统的常规观测提出操作建议。展开更多
In this study we analyzed blood samples collected from 400 high risk patients for the prevalence of an inflammatory viral disease hepatitis B virus (HBV) and hepatitis C virus (HCV) with the help of standard kit assay...In this study we analyzed blood samples collected from 400 high risk patients for the prevalence of an inflammatory viral disease hepatitis B virus (HBV) and hepatitis C virus (HCV) with the help of standard kit assay and Enzyme-linked immunosorbent assay (ELISA). All the samples were selected randomly from the various places of District Gujrat, Pakistan. All the selected cases were first divided into four groups according to the age and sex (Group 1, Male below age 35 years;Group 2, Male above age 35 years;Group 3, Female below age 35 years;Group 4, Female above age 35 years), each group was comprised of 100 individual patients and analyzed for different parameters for the presence of HBV and HCV in comparison with positive and negative controls. The prevalence of HBV and HCV was higher in groups 2 (22%) and 4 (39%) respectively. Assay profile revealed that the incidence of HCV was higher in female patients as compare to the male patients. The present study indicates that more than 60% of the cirrhosis and hepatocellular carcinoma in the Region is attributable to hepatitis B virus (HBV) or hepatitis C virus (HCV) infection.展开更多
In the present study 100 cardiac patients were randomly selected from the cardiology ward, Allied Hospital Faisalabad, Pakistan. All the selected cases were analysed for different parameters like Hepatitis B surface A...In the present study 100 cardiac patients were randomly selected from the cardiology ward, Allied Hospital Faisalabad, Pakistan. All the selected cases were analysed for different parameters like Hepatitis B surface Antigen (HbsAg), Bilirubin, Alkaline phosphatase, serum glutamic pyruvic transaminase, and serum glutamic-oxaloacetic transaminase. Out of total 16% patients were lying in the age of 21-30 year, 25% in the age of 31-40 year, 35% in the age of 41-50 year, 19% in the age of 51-60 years and 5% patients in the age of 61-70 years. No subject was found positive in age group 21-30 years patients. 35% patients have higher value of SGPT while, other 26% were with higher value of SGOT. Rest of the 32 and 24% have higher ALP and Bilirubin levels, respectively. Assay profile revealed that ALP level was increased with increasing age, body mass index, Creactive protein, diabetes, smoking, sex, serum uric acid, lead, cadmium, hypercholesterolemia, lesion of liver and cardiovascular disease. The serum of the eight HbsAg positive cases were tested for the presence of HBV through PCR and no sample was found positive. At the end of the study, PCR amplified samples were run on 1.5% agarose gel to confirm the case.展开更多
文摘A novel robust diagnostic system based on a linear fractional transform(LFT)representation combined with a static redundancy approach is proposed to design a residual generator for fault detection and localization in a wind system using the doubly fed induction generator(DFIG).As a result,faults in DFIG-based grid-connected wind systems can be grouped into three classes of faults,namely,model uncertainty-related faults(FLMU),set point disturbance-related faults(FLDS)and parameter uncertainty-related faults(FLPU).Based on the parity-space residual generations,an artificial neural network(ANN)structure has been combined with the classification to enable the assessment of hidden,indistinguishable or small amplitude faults.The training validation with two data sizes of 1278*4 and 1278*1 respectively at the inputs and outputs of the proposed ANN,presents better performance for a mean squared error value(MSE=3.0532e 9),and a good correlation between outputs and targets for a regression value(R=1).It emerges that the proposed robust and complete diagnostic system for the optimal and sustainable integration of wind turbines into the grid,offers very great advan-tages,particularly with regard to the precise and rapid detection of faults,and the assessment of hidden faults and/or ambiguous fault states in the wind system based on DFIG.In addition,the proposed approach allows the use of a reduced number of data,sensors and actuators required.Consequently,the system maintenance difficulties,complexity and cost of the diagnostic system are reduced.
文摘21世纪以来,连续波形的自动处理成为数字地震台网的一个新的前沿领域。本文通过深低频脉动(LFT,Low Frequency Tremor)、噪声相关函数(NCF,Noise Correlation Function)、"重复地震"等3个方面,指出在这一新的前沿领域中,中国数字地震观测系统正面临巨大的发展机遇。与此相应,在中国地震台网的下一步发展中,应重视连续波形的记录,并将连续波形的自动处理作为一个发展重点来考虑。
文摘深低频脉动(Deep Low Frequency Tremor,即LFT)的观测近年来引起地震科学界的关注,相关的观测和研究在地震机理和地震预测预报的探索中显示出重要的应用价值。随着中国数字地震观测网络的建设和完善,通过常规地震观测对板块内部和碰撞型板块边界地区LFT是否存在、(如果存在则)是否具有普遍性、是否与间歇性地震脉动与滑动(Epidemic Tremor and Slip,即ETS)相联系等问题进行系统的调查研究,在技术上已逐步成为可能。为此,本文讨论了目前用数字地震观测系统进行LFT观测的现状和方法,并对将LFT的系统调查引入中国数字地震观测系统的常规观测提出操作建议。
文摘In this study we analyzed blood samples collected from 400 high risk patients for the prevalence of an inflammatory viral disease hepatitis B virus (HBV) and hepatitis C virus (HCV) with the help of standard kit assay and Enzyme-linked immunosorbent assay (ELISA). All the samples were selected randomly from the various places of District Gujrat, Pakistan. All the selected cases were first divided into four groups according to the age and sex (Group 1, Male below age 35 years;Group 2, Male above age 35 years;Group 3, Female below age 35 years;Group 4, Female above age 35 years), each group was comprised of 100 individual patients and analyzed for different parameters for the presence of HBV and HCV in comparison with positive and negative controls. The prevalence of HBV and HCV was higher in groups 2 (22%) and 4 (39%) respectively. Assay profile revealed that the incidence of HCV was higher in female patients as compare to the male patients. The present study indicates that more than 60% of the cirrhosis and hepatocellular carcinoma in the Region is attributable to hepatitis B virus (HBV) or hepatitis C virus (HCV) infection.
文摘In the present study 100 cardiac patients were randomly selected from the cardiology ward, Allied Hospital Faisalabad, Pakistan. All the selected cases were analysed for different parameters like Hepatitis B surface Antigen (HbsAg), Bilirubin, Alkaline phosphatase, serum glutamic pyruvic transaminase, and serum glutamic-oxaloacetic transaminase. Out of total 16% patients were lying in the age of 21-30 year, 25% in the age of 31-40 year, 35% in the age of 41-50 year, 19% in the age of 51-60 years and 5% patients in the age of 61-70 years. No subject was found positive in age group 21-30 years patients. 35% patients have higher value of SGPT while, other 26% were with higher value of SGOT. Rest of the 32 and 24% have higher ALP and Bilirubin levels, respectively. Assay profile revealed that ALP level was increased with increasing age, body mass index, Creactive protein, diabetes, smoking, sex, serum uric acid, lead, cadmium, hypercholesterolemia, lesion of liver and cardiovascular disease. The serum of the eight HbsAg positive cases were tested for the presence of HBV through PCR and no sample was found positive. At the end of the study, PCR amplified samples were run on 1.5% agarose gel to confirm the case.
