کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1698587 1519308 2016 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Knowledge Based FMEA to Support Identification and Management of Vehicle Flexible Component Issues
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
A Knowledge Based FMEA to Support Identification and Management of Vehicle Flexible Component Issues
چکیده انگلیسی

The objective of this research is to develop a knowledge-based approach of performing Failure Modes and Effects Analysis (FMEA) on flexible vehicle components. A three-step knowledge discovery and data mining process is used to develop a set of rules. This set provides decision support to engineers while they perform FMEA on flexible vehicle components. The first step is where traditional FMEAs are performed on flexible components. In the second step, a decision tree algorithm (J48) is used to extract rules from the collected data. The third step involves manual post-processing of the rules extracted by the decision tree algorithm. Finally, the set of rules is implemented in a knowledge-based FMEA tool that can be used to provide decision support to engineers while they perform FMEAs on flexible components. The tool is used to identify and review quality issues within a complete vehicle. The top ten issues identified from the FMEA are submitted to design and manufacturing engineers for detailed evaluations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia CIRP - Volume 44, 2016, Pages 157–162
نویسندگان
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