摘要:
A control system for a manufacturing apparatus includes manufacturing information input unit acquiring time series data of apparatus parameters controlling manufacturing apparatuses; failure pattern classification module classifying in-plane distributions of failures of each of the wafers into failure patterns; an index calculation unit configured to statistically process the time series data by algorithms to calculate indices corresponding to the respective algorithms; an index analysis unit providing first and second frequency distributions of the indices categorized with and without the target failure pattern, to implement significance test between the first and second frequency distributions; and an abnormal parameter extraction unit extracting failure cause index of failure pattern by comparing value of the significance test with test reference value.
摘要:
A control system for a manufacturing process includes an inspection tool inspecting a dislocation image in semiconductor substrate processed by manufacturing processes; an inspection information input module configured to acquire the inspected dislocation image; a process condition input module acquiring process conditions of the manufacturing processes; a structure information input module acquiring structure of the semiconductor substrate processed by target manufacturing process; a stress analysis module calculating stresses at nodes provided in the structure, based on target process condition and the structure; an origin setting module providing origins at positions where stress concentration having stress value not less than reference value is predicted; a dislocation dynamics analysis module calculating dislocation pattern in stress field for each position of the origins; and a dislocation pattern comparison module comparing the dislocation pattern with the inspected dislocation image so as to determine whether the target manufacturing process is critical manufacturing process.
摘要:
A manufacturing apparatus which includes a rotary machine, includes: a plurality of accelerometers configured to measure diagnosis time series data attached to the rotary machine at locations where variations of the rotary machine are different; a frequency analysis device configured to perform a frequency analysis on the diagnosis time series data measured by the plurality of accelerometers; a time series data recording module configured to generate diagnosis data based on variations in characteristics of vibration corresponding to an analysis target frequency and to record the diagnosis data; and a life prediction unit configured to analyze the diagnosis data to determine a life span of the rotary machine.
摘要:
A process-state management system encompasses: a plurality of production machines; a control server configured to collectively control at least part of the production machines; a management server including a data-linking module configured to link operation-management data of the production machines with corresponding management information transmitted from the control server, respectively, the management server analyze the operation-management data linked with the management information with a common analysis application; and a management database configured to store the operation-management data linked with the management information.
摘要:
A vacuum pumping system includes: an evacuation conduit, having a sequence of monitoring zones serially assigned in an exhaust direction; sensors respectively provided to the monitoring zones and independently detecting the conditions of the monitoring zones; heaters respectively provided to the monitoring zones and being paired with the sensors; and a control unit receiving data signals from the sensors, comparing the data signals with a threshold value, and when the data signals from a specific sensor exceed the threshold value, selectively supplying heating power to a heater of the monitoring zone where the specific sensor is provided.
摘要:
A method for predicting life of a rotary machine used in a manufacturing apparatus, includes: determining a starting time of an abnormal condition just before a failure of a monitor rotary machine used in a monitor manufacturing process, from monitor time-series data for characteristics of the monitor rotary machine, statistically analyzing the monitor time-series data, and finding a value for the characteristics at the starting time of the abnormal condition as a threshold of the abnormal condition; measuring diagnosis time-series data for the characteristic of a motor current of a diagnosis rotary machine during a manufacturing process; preparing diagnosis data from the diagnosis time-series data; and determining a time for the diagnosis data exceeding the threshold as the life of the diagnosis rotary machine.
摘要:
An apparatus for predicting life expectancy of a rotary machine includes: a load recipe input module acquiring loading conditions of a rotary machine; a characterizing feature input module obtaining characterizing feature data of a rotary machine; and a life expectancy prediction module calculating life expectancy of the rotary machine in conformity with the loading conditions and the characterizing feature datap.
摘要:
The sensor signals relating to the equipment are input from the sensors. The scalar distances of the recognition spaces of every combination of the sensor signals are computed. The flag signals of every combination of the sensor signals are outputted according to whether or not the scalar distances are included in the normal ranges of the recognition spaces. The failures of the equipment are determined according to the flag signals.
摘要:
A method for diagnosing life of manufacturing equipment having a rotary machine, includes: measuring reference time series data for characteristics before deterioration of the manufacturing equipment occurs; finding a reference auto covariance function based on the reference time series data; extracting a reference variation caused by variations of the process condition and power supply from the reference auto covariance function, and calculating a cycle of the reference variation; measuring diagnostic time series data for the characteristics in a sequence to be measured of the manufacturing equipment; finding a diagnostic auto covariance function based on the diagnostic time series data; and determining the life of the manufacturing equipment from the diagnostic auto covariance function using a component with a cycle shorter than a cycle of the reference variation.
摘要:
A MOS type semiconductor device has a gate whose length is 170 nm (0.17 .mu.m) or less, a junction depth of source and drain diffusion layers in the vicinity of a channel is 22 nm or less, and a concentration of impurities at the surface in the source and drain diffusion layers is made to 10.sup.20 cm.sup.-3 or more. Such structure is obtained using solid phase diffusion using heat range from 950.degree. C. to 1050.degree. C. and/or narrowing gate width by ashing or etching. The other MOS type semiconductor device is characterized in that the relationship between the junction depth x.sub.j �nm! in the source and drain diffusion layer regions and the effective channel length L.sub.eff �nm! is determined by L.sub.eff >0.69 x.sub.j -6.17.