Evaluating the Reliability Testing Acceleration Factor Based on VLSI Chip Infrared Image Analysis

Vestnik MEI ◽  
2021 ◽  
pp. 108-114
Author(s):  
Andrey Ya. Kulibaba ◽  
◽  
Aleksey S. Silin ◽  

A new approach for evaluating the acceleration factor of forced reliability tests of very large scale integrated circuits (VLSI) is presented. The approach is based on subjecting the VLSI chip to an infrared image analysis. Currently, the VLSI reliability testing acceleration factor is evaluated based on the Arrhenius law, according to which this factor depends on the chip temperature. The chip temperature, in turn, is represented by the sum of the chip package temperature and the product of the maximum dissipated power and the chip-to-package thermal resistance. The drawback of the existing method is that the calculation is carried out for only a single chip temperature value that was obtained analytically. But the VLSI is a complex system, and it is not correct to judge about the testing acceleration factor proceeding from a single chip temperature value. It is proposed to calculate the VLSI reliability testing acceleration factor based on the temperatures at many points on the VLSI chip surface. This will make it possible to take into account the test sequence influence on the temperature distribution over the chip surface, thereby helping select the test sequences so that to obtain the maximal and uniform chip heating. Owing to the proposed method, it becomes possible to evaluate the testing acceleration factor more accurately and also to potentially increase it by choosing the test sequence. A more accurate evaluation of the acceleration factor allows the reliability tests reliability to be improved. The proposed method for evaluating the acceleration factor was validated experimentally. The workplace is described, the calculations of the reliability testing acceleration factors using two approaches are carried out, and their comparison is given.

2020 ◽  
Vol 2020 ◽  
pp. 1-9 ◽  
Author(s):  
Xulong Liu ◽  
Jinghui Feng ◽  
Jingmin Luan ◽  
Chenxi Dong ◽  
Hefei Fu ◽  
...  

Infrared thermography (IRT), as a noncontact tool for temperature measurement, is widely applied in the study of acupuncture modernization. The aim of this study was to assess the intra- and interrater reliability of infrared image analysis of facial acupoints of subjects with facial paralysis and determine the factors influencing the variability of the measured values. A total of 26 patients with facial paralysis on one side, aged 26 to 53 years, participated voluntarily in the study. Facial infrared thermal images of all participants were analyzed by two trained raters at two different time points at a one-week interval. The intraclass correlation coefficient (ICC) was used to determine the intra- and interrater reliability of IRT measurements. The ICC values varied depending on the analyzed acupoints. The reliability of temperature measurement ranged from moderate to excellent (intrarater, ICC ranged from 0.669 to 0.990; interrater, ICC ranged from 0.661 to 0.987). The reliability of temperature difference measurement ranged from low to excellent (intrarater, ICC ranged from 0.412 to 0.882; interrater, ICC ranged from 0.334 to 0.828). The main influencing factor of reliability is the incomplete consistency in selecting acupoint positions when repeatedly positioning the same acupoint manually. Despite low reliability of temperature difference measurement at some acupoints, some auxiliary measures can be used to reduce the error of manual positioning. Thus, infrared thermal imaging still has the potential to assist in objective and quantitative research on acupuncture.


2018 ◽  
Vol 92 ◽  
pp. 402-408 ◽  
Author(s):  
Adérito Seixas ◽  
Joana Azevedo ◽  
Iuri Pimenta ◽  
Kurt Ammer ◽  
Rui Carvalho ◽  
...  

2020 ◽  
Vol 2020 ◽  
pp. 1-8
Author(s):  
Jiali Lou ◽  
Yongliang Jiang ◽  
Hantong Hu ◽  
Xiaoyu Li ◽  
Yajun Zhang ◽  
...  

The objective of this study was to determine the intrarater and interrater reliabilities of infrared image analysis of forearm acupoints before and after moxibustion. In this work, infrared images of acupoints in the forearm of 20 volunteers (M/F, 10/10) were collected prior to and after moxibustion by infrared thermography (IRT). Two trained raters performed the analysis of infrared images in two different periods at a one-week interval. The intraclass correlation coefficient (ICC) was calculated to determine the intrarater and interrater reliabilities. With regard to the intrarater reliability, ICC values were between 0.758 and 0.994 (substantial to excellent). For the interrater reliability, ICC values ranged from 0.707 to 0.964 (moderate to excellent). Given that the intrarater and interrater reliability levels show excellent concordance, IRT could be a reliable tool to monitor the temperature change of forearm acupoints induced by moxibustion.


1993 ◽  
Vol 98 (B3) ◽  
pp. 4269-4286 ◽  
Author(s):  
Clive Oppenheimer ◽  
Peter W. Francis ◽  
David A. Rothery ◽  
Richard W. T. Carlton ◽  
Lori S. Glaze

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