Lifetime estimation of tantalum capacitor for mobile applications using empirical and experimental techniques: a DOE approach

C. Bhargava, P. Sharma, K. Kotecha
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引用次数: 1

Abstract

PurposeCapacitors are one of the most common passive components on a circuit board. From a tiny toy to substantial satellite, a capacitor plays an important role. Untimely failure of a capacitor can destruct the entire system. This research paper targets the reliability assessment of tantalum capacitor, to reduce e-waste and enhance its reusable capability.Design/methodology/approachThe residual lifetime of a tantalum capacitor is estimated using the empirical method, i.e. military handbook MILHDBK2017F, and validated using an experimental approach, i.e. accelerated life testing (ALT). The various influencing acceleration factors are explored, and experiments are designed using Taguchi's approach. Empirical methods such as the military handbook is used for assessing the reliability of a tantalum capacitor, for ground and mobile applications.FindingsAfter exploring the lifetime of a tantalum capacitor using empirical and experimental techniques, an error analysis is conducted, which shows the validity of empirical technique, with an accuracy of 95.21%.Originality/valueThe condition monitoring and health prognostics of tantalum capacitors, for ground and mobile applications, are explored using empirical and experimental techniques, which warns the user about its residual lifetime so that the faulty component can be replaced in time.
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使用经验和实验技术估算移动应用钽电容器的寿命:DOE方法
目的电容器是电路板上最常见的无源元件之一。从一个小小的玩具到一颗巨大的卫星,电容器都扮演着重要的角色。电容器的不及时故障会破坏整个系统。本研究旨在对钽电容器进行可靠性评估,以减少电子垃圾,提高其可重复使用能力。设计/方法/方法钽电容器的剩余寿命使用经验方法(即军事手册MILHDBK2017F)进行估计,并使用实验方法(即加速寿命测试(ALT))进行验证。探讨了各种影响加速度的因素,并利用田口的方法设计了实验。军事手册等经验方法用于评估钽电容器的可靠性,用于地面和移动应用。发现在使用经验和实验技术探索钽电容器的寿命后,进行了误差分析,结果表明经验技术的有效性,准确率为95.21%。独创性/价值使用经验和试验技术探索了用于地面和移动应用的钽电容器状态监测和健康预测,其警告用户其剩余寿命,从而可以及时更换故障部件。
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来源期刊
CiteScore
5.60
自引率
12.00%
发文量
53
期刊介绍: In today''s competitive business and industrial environment, it is essential to have an academic journal offering the most current theoretical knowledge on quality and reliability to ensure that top management is fully conversant with new thinking, techniques and developments in the field. The International Journal of Quality & Reliability Management (IJQRM) deals with all aspects of business improvements and with all aspects of manufacturing and services, from the training of (senior) managers, to innovations in organising and processing to raise standards of product and service quality. It is this unique blend of theoretical knowledge and managerial relevance that makes IJQRM a valuable resource for managers striving for higher standards.Coverage includes: -Reliability, availability & maintenance -Gauging, calibration & measurement -Life cycle costing & sustainability -Reliability Management of Systems -Service Quality -Green Marketing -Product liability -Product testing techniques & systems -Quality function deployment -Reliability & quality education & training -Productivity improvement -Performance improvement -(Regulatory) standards for quality & Quality Awards -Statistical process control -System modelling -Teamwork -Quality data & datamining
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