Remaining useful life（RUL） prognostics is a fundamental premise to perform conditionbased maintenance（CBM） for a system subject to performance degradation. Over the past decades,research has been conducted in RUL ...Remaining useful life（RUL） prognostics is a fundamental premise to perform conditionbased maintenance（CBM） for a system subject to performance degradation. Over the past decades,research has been conducted in RUL prognostics for aeroengine. However, most of the prognostics technologies and methods simply base on single parameter, making it hard to demonstrate the specific characteristics of its degradation. To solve such problems, this paper proposes a novel approach to predict RUL by means of superstatistics and information fusion. The performance degradation evolution of the engine is modeled by fusing multiple monitoring parameters, which manifest non-stationary characteristics while degrading. With the obtained degradation curve,prognostics model can be established by state-space method, and then RUL can be estimated when the time-varying parameters of the model are predicted and updated through Kalman filtering algorithm. By this method, the non-stationary degradation of each parameter is represented, and multiple monitoring parameters are incorporated, both contributing to the final prognostics. A case study shows that this approach enables satisfactory prediction evolution and achieves a markedly better prognosis of RUL.展开更多
We have investigated the factors affecting the current spreading length（CSL） in GaN-based light-emitting diodes（LEDs） by deriving theoretical expressions and performing simulations with APSYS.For mesa-structure LE...We have investigated the factors affecting the current spreading length（CSL） in GaN-based light-emitting diodes（LEDs） by deriving theoretical expressions and performing simulations with APSYS.For mesa-structure LEDs,the effects of both indium tin oxide（ITO） and n-GaN are taken into account for the first time,and a new Q factor is introduced to explain the effects of different current flow paths on the CSL.The calculations and simulations show that the CSL can be enhanced by increasing the thickness of the ITO layer and resistivity of the n-GaN layer,or by reducing the resistivity of the ITO layer and thickness of the n-GaN layer.The results provide theoretical support for calculating the CSL clearly and directly.For vertical-structure LEDs,the effects of resistivity and thickness of the CSL on the internal quantum efficiency（IQE） have been analyzed.The theoretical expression relating current density and the parameters（resistivity and thickness）of the CSL is obtained,and the results are then verified by simulation.The IQE under different current injection conditions is discussed.The effects of CSL resistivity play a key role at high current injection,and there is an optimal thickness for the largest IQE only at a low current injection.展开更多
NUMBERS OF THE WEEK"1】5"Total yields from insurance premium investment in 2007 reached 279.17 billion yuan($38.77 billion),exceeding the aggregate amount of the previous five years,according to Wu Dingfu, C...NUMBERS OF THE WEEK"1】5"Total yields from insurance premium investment in 2007 reached 279.17 billion yuan($38.77 billion),exceeding the aggregate amount of the previous five years,according to Wu Dingfu, Chairman of China Insurance Regulatory Commission.Wu said it was the best achievement ever for the insurance industry,and the 2007 premium totaled 703.58 billion yuan($97.72 billion), increasing 25 percent year on year. Beijing’s Vice Mayor Chen Gang said(?) total cost of Beijing Olympic venues would amount to 13 billion yuan($1.81(?)展开更多
Indeed,there is some evidence the government’s stimulus package is producing results.Investment of cotton textile industry shows recovery progress and production remains stable.
基金co-supported by the State Key Program of National Natural Science of China (No. 61232002)the Joint Funds of the National Natural Science Foundation of China (No. 60939003)+3 种基金China Postdoctoral Science Foundation (Nos. 2012M521081, 2013T60537)the Fundamental Research Funds for the Central Universities of China (No. NS2014066)Postdoctoral Science Foundation of Jiangsu Province of China (No. 1301107C)Philosophy and Social Science Research Projects in Colleges and Universities in Jiangsu of China (No. 2014SJD041)
文摘Remaining useful life（RUL） prognostics is a fundamental premise to perform conditionbased maintenance（CBM） for a system subject to performance degradation. Over the past decades,research has been conducted in RUL prognostics for aeroengine. However, most of the prognostics technologies and methods simply base on single parameter, making it hard to demonstrate the specific characteristics of its degradation. To solve such problems, this paper proposes a novel approach to predict RUL by means of superstatistics and information fusion. The performance degradation evolution of the engine is modeled by fusing multiple monitoring parameters, which manifest non-stationary characteristics while degrading. With the obtained degradation curve,prognostics model can be established by state-space method, and then RUL can be estimated when the time-varying parameters of the model are predicted and updated through Kalman filtering algorithm. By this method, the non-stationary degradation of each parameter is represented, and multiple monitoring parameters are incorporated, both contributing to the final prognostics. A case study shows that this approach enables satisfactory prediction evolution and achieves a markedly better prognosis of RUL.
基金Project supported by the National High Technology Research and Development Program of China(Grant No.2014AA032608)the National Natural Science Foundation of China(Grant No.61404101)the China Postdoctoral Science Foundation(Grant No.2014M562415)
文摘We have investigated the factors affecting the current spreading length（CSL） in GaN-based light-emitting diodes（LEDs） by deriving theoretical expressions and performing simulations with APSYS.For mesa-structure LEDs,the effects of both indium tin oxide（ITO） and n-GaN are taken into account for the first time,and a new Q factor is introduced to explain the effects of different current flow paths on the CSL.The calculations and simulations show that the CSL can be enhanced by increasing the thickness of the ITO layer and resistivity of the n-GaN layer,or by reducing the resistivity of the ITO layer and thickness of the n-GaN layer.The results provide theoretical support for calculating the CSL clearly and directly.For vertical-structure LEDs,the effects of resistivity and thickness of the CSL on the internal quantum efficiency（IQE） have been analyzed.The theoretical expression relating current density and the parameters（resistivity and thickness）of the CSL is obtained,and the results are then verified by simulation.The IQE under different current injection conditions is discussed.The effects of CSL resistivity play a key role at high current injection,and there is an optimal thickness for the largest IQE only at a low current injection.
文摘NUMBERS OF THE WEEK"1】5"Total yields from insurance premium investment in 2007 reached 279.17 billion yuan($38.77 billion),exceeding the aggregate amount of the previous five years,according to Wu Dingfu, Chairman of China Insurance Regulatory Commission.Wu said it was the best achievement ever for the insurance industry,and the 2007 premium totaled 703.58 billion yuan($97.72 billion), increasing 25 percent year on year. Beijing’s Vice Mayor Chen Gang said(?) total cost of Beijing Olympic venues would amount to 13 billion yuan($1.81(?)
文摘Indeed,there is some evidence the government’s stimulus package is producing results.Investment of cotton textile industry shows recovery progress and production remains stable.
