Improving Wafer Retesting Performance Using Greedy Algorithm
碩士 === 國立中興大學 === 資訊科學與工程學系所 === 107 === The technological advancements on integrated circuits (IC) drive the increasing of wafer size as well as the number of dies that can be put in a wafer. As a result, the costs of testing and retesting wafers also increase. Wafer test is divided into probing an...
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ndltd-TW-107NCHU53940142019-05-16T01:44:47Z http://ndltd.ncl.edu.tw/handle/3rn6n8 Improving Wafer Retesting Performance Using Greedy Algorithm 以貪婪演算法提升晶圓再測試之效能 Kuang-Hung Cheng 鄭光宏 碩士 國立中興大學 資訊科學與工程學系所 107 The technological advancements on integrated circuits (IC) drive the increasing of wafer size as well as the number of dies that can be put in a wafer. As a result, the costs of testing and retesting wafers also increase. Wafer test is divided into probing and re-probing phases. Wafer probing phase is for checking the quality of each die in the wafer. Wafer re-probing phase only retests the failed dies discovered in the probing phase. To do chip probing on a wafer, the probes on the probe card need to make contact with wafer for electrical testing (In-Circuit-Test). This process is called Touch-Down. Re-probing is a free service without charge for an IC packaging/testing company. Therefore, reducing the number of touch-downs can reduce the costs of wafer testing. This is the issue that we try to solve in this thesis. By analyzing the distribution of failed dies in a wafer after the probing phase, this thesis propose two methods for reducing the number of touch-downs to generate new site maps for re-probing. One is an improved traditional method, and another one is a greedy method. The experimental result shows that comparing to the traditional method, the proposed improved traditional method and greedy method can reduce the number of touch-downs to 8% and 15% in average, respectively. And the best reduction rates are 16% and 23%, respectively. The reduction in the number of touch-downs can also reduce the maintenance costs of probe cards in addition to increasing the productivity. 廖宜恩 2019 學位論文 ; thesis 40 zh-TW |
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碩士 === 國立中興大學 === 資訊科學與工程學系所 === 107 === The technological advancements on integrated circuits (IC) drive the increasing of wafer size as well as the number of dies that can be put in a wafer. As a result, the costs of testing and retesting wafers also increase.
Wafer test is divided into probing and re-probing phases. Wafer probing phase is for checking the quality of each die in the wafer. Wafer re-probing phase only retests the failed dies discovered in the probing phase. To do chip probing on a wafer, the probes on the probe card need to make contact with wafer for electrical testing (In-Circuit-Test). This process is called Touch-Down. Re-probing is a free service without charge for an IC packaging/testing company. Therefore, reducing the number of touch-downs can reduce the costs of wafer testing. This is the issue that we try to solve in this thesis.
By analyzing the distribution of failed dies in a wafer after the probing phase, this thesis propose two methods for reducing the number of touch-downs to generate new site maps for re-probing. One is an improved traditional method, and another one is a greedy method. The experimental result shows that comparing to the traditional method, the proposed improved traditional method and greedy method can reduce the number of touch-downs to 8% and 15% in average, respectively. And the best reduction rates are 16% and 23%, respectively. The reduction in the number of touch-downs can also reduce the maintenance costs of probe cards in addition to increasing the productivity.
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廖宜恩 |
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廖宜恩 Kuang-Hung Cheng 鄭光宏 |
author |
Kuang-Hung Cheng 鄭光宏 |
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Kuang-Hung Cheng 鄭光宏 Improving Wafer Retesting Performance Using Greedy Algorithm |
author_sort |
Kuang-Hung Cheng |
title |
Improving Wafer Retesting Performance Using Greedy Algorithm |
title_short |
Improving Wafer Retesting Performance Using Greedy Algorithm |
title_full |
Improving Wafer Retesting Performance Using Greedy Algorithm |
title_fullStr |
Improving Wafer Retesting Performance Using Greedy Algorithm |
title_full_unstemmed |
Improving Wafer Retesting Performance Using Greedy Algorithm |
title_sort |
improving wafer retesting performance using greedy algorithm |
publishDate |
2019 |
url |
http://ndltd.ncl.edu.tw/handle/3rn6n8 |
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