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Equipment abnormality evaluation method and abnormality evaluation device

A technology for abnormal evaluation and equipment, applied in the direction of measurement devices, design optimization/simulation, computer-aided design, etc., can solve the problems that cannot clearly reflect the actual state of semiconductor machines, and cannot accurately present the true performance of semiconductor machines. Achieve the effect of precision health trend

Active Publication Date: 2021-01-01
IND TECH RES INST
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Problems solved by technology

[0004] The present invention is to provide an abnormality evaluation method and an abnormality evaluation device for equipment, so as to solve the problem that the actual state of the semiconductor machine cannot be clearly reflected in the existing method, and to overcome the problem that the existing method only evaluates through a single feature and cannot The problem of accurately presenting the real performance of semiconductor machines

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  • Equipment abnormality evaluation method and abnormality evaluation device
  • Equipment abnormality evaluation method and abnormality evaluation device
  • Equipment abnormality evaluation method and abnormality evaluation device

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Embodiment Construction

[0045] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0046] figure 1 It is a block diagram of an abnormality assessment device 100 of equipment according to an embodiment of the present invention. Such as figure 1 As shown, the abnormality assessment device 100 includes a feature extraction module 110 , a life section analysis module 120 , a trend analysis module 130 and an alert module 140 . The life segment analysis module 120 is coupled to the feature extraction module 110 . The trend analysis module 130 is coupled to the feature extraction module 110 and the life segment analysis module 120 . The alert module 140 is coupled to the trend analysis module 130 . The feature extraction module 110 , the life section analysis module 120 , the trend analysis module 130 and ...

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Abstract

The invention provides an abnormality assessment method of equipment, which includes the following steps. According to a recipe information and a sensing signal, a feature sequence corresponding to a life cycle is obtained, the feature sequence includes a plurality of feature subset sequences, and the life cycle is associated with a plurality of process operations. A life section analysis program is repeatedly executed on the life cycle to obtain a plurality of life sections in the life cycle and a sequence of feature subsets corresponding to each life section. A trend distribution of each life segment is constructed according to the feature subset sequence corresponding to each life segment. Whether to issue a warning message is determined according to a plurality of trend distributions.

Description

technical field [0001] The invention relates to an abnormal evaluation method and an abnormal evaluation device for equipment. Background technique [0002] In the traditional evaluation method of the abnormal state (such as failure or aging) of the semiconductor machine, often only one of the two can be judged as a healthy state or an abnormal state. However, such dichotomies cannot clearly reflect the actual state of semiconductor tools. [0003] In addition, in another traditional evaluation method for the state of abnormality (such as failure or aging) of the semiconductor equipment, the aging trend of the parts of the semiconductor equipment during the entire life cycle is usually measured only by a single feature. However, in fact, as the life state of the parts changes, the characteristics reflecting the aging of the parts will be different, so a single characteristic cannot accurately reflect the actual performance of the semiconductor machine. Contents of the inv...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/367G06F30/20
CPCG06F30/367G01R31/2642G01R31/2601G08B21/18Y02P90/30
Inventor 许耀中张森嘉谢宗融
Owner IND TECH RES INST
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