Due to the shortcomings of the diagnosis systems for complex electronic devices such as failure models hard to build and low fault isolation resolution, a new hierarchical modeling and diagnosis method is proposed bas...Due to the shortcomings of the diagnosis systems for complex electronic devices such as failure models hard to build and low fault isolation resolution, a new hierarchical modeling and diagnosis method is proposed based on multisignal model and support vector machine （SVM）. Multisignal model is used to describe the failure propagation relationship in electronic device system, and the most probable failure printed circuit boards （PCBs） can be found by Bayes inference. The exact failure modes in the PCBs can be identified by SVM. The results show the proposed modeling and diagnosis method is effective and suitable for diagnosis for complex electronic devices.展开更多
复杂产品工程变更方案优选是复杂产品设计制造过程中的一个关键环节。针对复杂产品工程变更的多方案优选问题,综合考虑制约工程变更的多因素、设计备选方案的多主体、评价指标的多准则以及评价方法的适用性等主、客观影响因素,构建包括...复杂产品工程变更方案优选是复杂产品设计制造过程中的一个关键环节。针对复杂产品工程变更的多方案优选问题,综合考虑制约工程变更的多因素、设计备选方案的多主体、评价指标的多准则以及评价方法的适用性等主、客观影响因素,构建包括质量、财务和工期等6个大项15个子项的两层优选指标体系,提出熵权法和改进的逼近理想解排序法(Technique for Order Preference by Similarity to an Ideal Solution,TOPSIS)集结的组合优选技术。最后以大型船舶工程变更方案优选为例,验证优选技术的有效性。研究结果可为复杂产品工程变更方案优选提供科学的决策支持依据,以大幅提升工程变更的经济性、效率和质量。展开更多
基金supported by the Defense Foundation Scientific Research Fund under Grant No.9140A17030308DZ02,9140A16060409DZ02the National Natural Science Fundation of Chinaunder Grant No.60934002Dr.Lianke for the extensive discussions on the subject and UESTC for its support under Grant No.JX0756,Y02018023601059
文摘Due to the shortcomings of the diagnosis systems for complex electronic devices such as failure models hard to build and low fault isolation resolution, a new hierarchical modeling and diagnosis method is proposed based on multisignal model and support vector machine （SVM）. Multisignal model is used to describe the failure propagation relationship in electronic device system, and the most probable failure printed circuit boards （PCBs） can be found by Bayes inference. The exact failure modes in the PCBs can be identified by SVM. The results show the proposed modeling and diagnosis method is effective and suitable for diagnosis for complex electronic devices.
文摘复杂产品工程变更方案优选是复杂产品设计制造过程中的一个关键环节。针对复杂产品工程变更的多方案优选问题,综合考虑制约工程变更的多因素、设计备选方案的多主体、评价指标的多准则以及评价方法的适用性等主、客观影响因素,构建包括质量、财务和工期等6个大项15个子项的两层优选指标体系,提出熵权法和改进的逼近理想解排序法(Technique for Order Preference by Similarity to an Ideal Solution,TOPSIS)集结的组合优选技术。最后以大型船舶工程变更方案优选为例,验证优选技术的有效性。研究结果可为复杂产品工程变更方案优选提供科学的决策支持依据,以大幅提升工程变更的经济性、效率和质量。
