To find discriminating features in seismograms for the classification of mine seismic events,signal databases of blasts and microseismic events were established based on manual identification.Criteria including the re...To find discriminating features in seismograms for the classification of mine seismic events,signal databases of blasts and microseismic events were established based on manual identification.Criteria including the repetition of waveforms,tail decreasing,dominant frequency and occurrence time of day were considered in the establishment of the databases.Signals from databases of different types were drawn into a unified coordinate system.It is noticed that the starting-up angles of the two types tend to be concentrated into two different intervals.However,it is difficult to calculate the starting-up angle directly due to the inaccuracy of the P-wave arrival's picking.The slope value of the starting-up trend line,which was obtained by linear regression,was proposed to substitute the angle.Two slope values associated with the coordinates of the first peak and the maximum peak were extracted as the characteristic parameters.A statistical model with correct discrimination rate of greater than 97.1% was established by applying the Fisher discriminant analysis.展开更多
Arcjet thruster has been a widely used electrical propulsion technology on GEO satellites since 1993.In its long history of technical development and commercial application,lifetime verification of an arcjet thruster ...Arcjet thruster has been a widely used electrical propulsion technology on GEO satellites since 1993.In its long history of technical development and commercial application,lifetime verification of an arcjet thruster is always one of the most important and expensive tasks.Considering that the main life limitation of an arcjet thruster is electrode ablation and a significant share of the total ablation happens in its starting-up process,the starting-up process is studied with arc voltage signals.Through interpretation of arc voltage signals,the transfer process of the arc root on the anode surface is identified,and?T(the duration of the arc root transfer process)is suggested to be a characteristic parameter for fast evaluation of lifetime assessment and design optimization for an arcjet thruster.With this criterion,the influences of typical parameters on the starting-up process are established through comparison with a benchmark parameter.According to experimental results,an increase of the gas flow will obviously reduce?T,while a smaller swirl aperture and a longer throat channel do not have a remarkable correlation with?T.Moreover,with a sample of a smaller throat diameter to increase the flow velocity,a reduction of?T is achieved.Meanwhile,the modifications also affect the stability of arcjet thruster operation,which is also discussed.展开更多
基金Projects(51374244,11447241)supported by the National Natural Science Foundation of China
文摘To find discriminating features in seismograms for the classification of mine seismic events,signal databases of blasts and microseismic events were established based on manual identification.Criteria including the repetition of waveforms,tail decreasing,dominant frequency and occurrence time of day were considered in the establishment of the databases.Signals from databases of different types were drawn into a unified coordinate system.It is noticed that the starting-up angles of the two types tend to be concentrated into two different intervals.However,it is difficult to calculate the starting-up angle directly due to the inaccuracy of the P-wave arrival's picking.The slope value of the starting-up trend line,which was obtained by linear regression,was proposed to substitute the angle.Two slope values associated with the coordinates of the first peak and the maximum peak were extracted as the characteristic parameters.A statistical model with correct discrimination rate of greater than 97.1% was established by applying the Fisher discriminant analysis.
基金co-supported by the Defense Industrial Technology Development Program,China(No.JCKY2018203B029)the National Natural Science Foundation of China(No.11702021)。
文摘Arcjet thruster has been a widely used electrical propulsion technology on GEO satellites since 1993.In its long history of technical development and commercial application,lifetime verification of an arcjet thruster is always one of the most important and expensive tasks.Considering that the main life limitation of an arcjet thruster is electrode ablation and a significant share of the total ablation happens in its starting-up process,the starting-up process is studied with arc voltage signals.Through interpretation of arc voltage signals,the transfer process of the arc root on the anode surface is identified,and?T(the duration of the arc root transfer process)is suggested to be a characteristic parameter for fast evaluation of lifetime assessment and design optimization for an arcjet thruster.With this criterion,the influences of typical parameters on the starting-up process are established through comparison with a benchmark parameter.According to experimental results,an increase of the gas flow will obviously reduce?T,while a smaller swirl aperture and a longer throat channel do not have a remarkable correlation with?T.Moreover,with a sample of a smaller throat diameter to increase the flow velocity,a reduction of?T is achieved.Meanwhile,the modifications also affect the stability of arcjet thruster operation,which is also discussed.