Board-level Functional Test Selection Based on Fault Tree Analysis

Y. Li, Kangcheng Wang, Yu Kang, Yunbo Zhao, Peng Bai
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Abstract

With the increasing complexity of the circuit board, the cost of the board-level functional test becomes dramatically high. Data-driven-based test selection methods have been widely studied for test-cost reduction. However, existing test selection methods tend to overfit due to overlooking the root causes of faulty boards. To address this issue, a test selection method based on fault tree analysis is proposed. A fault tree oriented to the board-level functional test is established for analyzing the reliability of the board and test items. The reliability analysis result is then utilized to design a test strategy. Three indices are introduced to evaluate the test efficiency and the test quality. Experimental results demonstrate the effectiveness of the proposed method.
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基于故障树分析的板级功能测试选择
随着电路板的日益复杂,电路板级功能测试的成本也变得非常高。为了降低测试成本,基于数据驱动的测试选择方法得到了广泛的研究。然而,现有的测试选择方法由于忽视了故障电路板的根本原因而倾向于过拟合。针对这一问题,提出了一种基于故障树分析的测试选择方法。建立面向单板级功能测试的故障树,分析单板和测试项的可靠性。然后利用可靠性分析结果设计测试策略。介绍了评价测试效率和测试质量的三个指标。实验结果证明了该方法的有效性。
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