Journal ArticleDOI
Prognostics of IGBT modules based on the approach of particle filtering
Yizhou Lu,Aris Christou +1 more
TLDR
In this article, a prognostic model combining model-based and data-driven techniques was developed and validated for dynamic life prediction of insulated gate bipolar transistor (IGBT) modules under power cycling conditions.About:
This article is published in Microelectronics Reliability.The article was published on 2019-01-01. It has received 25 citations till now. The article focuses on the topics: Test data & Cluster analysis.read more
Citations
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Journal ArticleDOI
An Overview of Artificial Intelligence Applications for Power Electronics
TL;DR: The three distinctive life-cycle phases, design, control, and maintenance are correlated with one or more tasks to be addressed by AI, including optimization, classification, regression, and data structure exploration.
Journal ArticleDOI
A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis
TL;DR: In this article , the authors provide an updated comprehensive review of the state-of-the-art condition monitoring technologies used for fault diagnosis and lifetime prognosis in wind turbines and thoroughly review the techniques and strategies available for wind turbine condition monitoring from signal-based to model-based perspectives.
Journal ArticleDOI
Reliability Assessment of IGBT Through Modelling and Experimental Testing
TL;DR: This paper presents two case studies to demonstrate the reliability assessment of IGBT and a new driving strategy for operating IGBT based power inverter module is proposed to mitigate wire-bond thermal stresses.
Journal ArticleDOI
Marine Systems and Equipment Prognostics and Health Management: A Systematic Review from Health Condition Monitoring to Maintenance Strategy
TL;DR: A review of the framework of PHM in the marine field to fill the gap is presented, including the construction of health indicator (HI), health stage (HS) division, and popular remaining useful life (RUL) prediction approaches.
Journal ArticleDOI
Superconducting currents and charge gradients in the octonion spaces
TL;DR: In this paper, the influence of electric-charge gradients on the electric-current derivatives, revealing some of major influence factors of high-pulse electric current, was explored by applying the algebra of octonions.
References
More filters
Journal ArticleDOI
A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
TL;DR: Both optimal and suboptimal Bayesian algorithms for nonlinear/non-Gaussian tracking problems, with a focus on particle filters are reviewed.
Book
Finding Groups in Data: An Introduction to Cluster Analysis
TL;DR: An electrical signal transmission system, applicable to the transmission of signals from trackside hot box detector equipment for railroad locomotives and rolling stock, wherein a basic pulse train is transmitted whereof the pulses are of a selected first amplitude and represent a train axle count.
BookDOI
Finding Groups in Data
TL;DR: In this article, an electrical signal transmission system for railway locomotives and rolling stock is proposed, where a basic pulse train is transmitted whereof the pulses are of a selected first amplitude and represent a train axle count, and a spike pulse of greater selected amplitude is transmitted, occurring immediately after the axle count pulse to which it relates, whenever an overheated axle box is detected.
Journal ArticleDOI
An Industry-Based Survey of Reliability in Power Electronic Converters
TL;DR: In this article, a questionnaire survey was carried out to determine the industrial requirements and expectations of reliability in power electronic converters, and the survey was subjective and conducted with a number of high-profile semiconductor manufacturers, integrators, and users in the aerospace, automation, motor drive, utility power, and other industry sectors.
Journal ArticleDOI
Selected failure mechanisms of modern power modules
TL;DR: This compendium provides the main failure modes, the physical or chemical processes that lead to the failure, and reports some major technological countermeasures, which are used for realizing the very stringent reliability requirements imposed in particular by the electrical traction applications.