Automotive engineering is recognized as a combination of software and mechanical engineering due to the ever-increasing number of software-based components in vehicles. Since vehicles have become more sophisticated than before to ensure robustness, testing of automotive electronics is performed in high volume, producing immense test-related data. This study investigates how unstructured and decentralized test-related data from testing of automotive electronics creates issues in decision making during the testing and analysis process of test artifacts by performing an exploratory case-study at one of the leading automotive companies, Volvo Cars. From the findings of the exploratory study, a prototype was designed to improve the data and information structure and presentation for test analysis and diagnostics for automotive electronics. The prototype's results showed that providing better data and information structure significantly increases the efficiency and reduces the workload for testers when conducting test analysis and diagnostics. Testers showed a decrease in task load for tasks related to testing due to better information structure, presentation, correctness and accessibility. Hence, the improvements aided the testers to arrive at decisions regarding root cause analysis of failed tests efficiently. The findings of this study can assist automotive companies in systematically investigating and improving the testing process of automotive electronics in regards to managing and structuring test-related data. Keywords: Testing, Automotive Electronics, Electronic Control Unit, ECU, Unstructured Data.
翻译:由于车辆中以软件为基础的部件数量不断增加,汽车工程被认为是一种软件和机械工程的结合;由于车辆为确保稳健性而变得比以前更加先进,因此汽车电子产品测试量大,产生大量测试数据;这项研究调查汽车电子产品测试产生的非结构化和分散化的测试相关数据如何在测试和分析测试文物过程中造成决策问题,办法是在一家主要汽车公司Volvo Cars进行探索性案例研究;根据探索性研究的结果,设计了一个原型,目的是改进数据和信息结构以及用于汽车电子产品测试分析和诊断的列报方式;原型的结果表明,提供更好的数据和信息结构可大大提高测试者进行测试分析和诊断时的效率和工作量;测试者显示,由于改进信息结构、列报、正确性和可获取性,测试工艺的测试工作量减少;因此,改进有助于测试者作出关于失败测试根源分析的决定;这一研究的结果有助于汽车公司进行系统化的数据和信息结构、电子化的测试,从而改进了电子化机构的数据结构;对电子化的测试过程进行系统化、电子化的测试,从而改进了电子化测试;