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Journal ArticleDOI

A Review of the Condition Monitoring of Capacitors in Power Electronic Converters

TLDR
In this paper, the authors classified the capacitors condition monitoring methods into three categories and summarized the state-of-the-art research and the future opportunities targeting for industry applications.
Abstract
Capacitors are one type of reliability-critical components in power electronic systems. In the last two decades, many efforts in academic research have been devoted to the condition monitoring of capacitors to estimate their health status. Industry applications are demanding more reliable power electronics products with preventive maintenance. Nevertheless, most of the developed capacitor condition monitoring technologies are rarely adopted by industry due to the complexity, increased cost, and other relevant issues. An overview of the prior-art research in this area is therefore needed to justify the required resources and the corresponding performance of each key method. It serves to provide a guideline for industry to evaluate the available solutions by technology benchmarking, as well as to advance the academic research by discussing the history development and the future opportunities. Therefore, this paper first classifies the capacitor condition monitoring methods into three categories, then the respective technology evolution in the last two decades is summarized. Finally, the state-of-the-art research and the future opportunities targeting for industry applications are given.

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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

An Overview of Condition Monitoring Techniques for Capacitors in DC-Link Applications

TL;DR: A comprehensive review and comparison of CM schemes for different types of dc-link applications with emphasis on the application objectives, implementation methods, and monitoring accuracy when being used is provided.
Journal ArticleDOI

A Digital Twin Based Estimation Method for Health Indicators of DC–DC Converters

TL;DR: A health indicator estimation method based on the digital-twin concept aiming for condition monitoring of power electronic converters is proposed, which is noninvasive, without additional hardware circuits, and calibration requirements.
Journal ArticleDOI

Overview of Real-Time Lifetime Prediction and Extension for SiC Power Converters

TL;DR: In this paper, the authors provide a comprehensive overview, address existing challenges, and unfold new research opportunities regarding the SiC power converter real-time lifetime prediction and extension, including component-level failure modes and mechanisms.
Journal ArticleDOI

Carrier Level-Shifted Based Control Method for the PWM 3L-T-Type qZS Inverter With Capacitor Imbalance Compensation

TL;DR: This paper presents a modified carrier level-shifted based control method for a pulsewidth modulation controlled three-phase three-level T-type quasi-impedance-source inverter that achieves a uniform distribution of shoot-through states of constant width throughout the fundamental period and the mitigation of the inner capacitors’ voltages imbalance.
References
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Journal ArticleDOI

Reliability of Capacitors for DC-Link Applications in Power Electronic Converters—An Overview

TL;DR: This review serves to provide a clear picture of the state-of-the-art research in this area and to identify the corresponding challenges and future research directions for capacitors and their dc-link applications.
Journal ArticleDOI

Condition Monitoring for Device Reliability in Power Electronic Converters: A Review

TL;DR: The state of the art in condition monitoring for power electronics can be found in this paper, where the authors present a review of the current state-of-the-art in power electronics condition monitoring.
Journal ArticleDOI

Failure prediction of electrolytic capacitors during operation of a switchmode power supply

TL;DR: In this paper, a new method to set a predictive maintenance is presented and tested on two types of converters, i.e., sound electrolytic filter capacitors and a reference system including all the converter parameters was built for the converter at its sound state, and the lifetime of these capacitors was computed.
Journal ArticleDOI

Life-Cycle Monitoring and Voltage-Managing Unit for DC-Link Electrolytic Capacitors in PWM Converters

TL;DR: In this paper, a low-cost microcontroller for dc-link electrolytic capacitors in pulsewidth modulation converters is presented, which performs online identification of the capacitor's equivalent series resistance (ESR) to detect the life-cycle status and permit preventive maintenance.
Journal ArticleDOI

Use of ESR for deterioration diagnosis of electrolytic capacitor

TL;DR: In this article, a new deterioration diagnosis method for the electrolytic capacitor is proposed for a forward-type converter and a buck-boost converter, which is valid for any load condition, no matter whether the circuit has feedback control.
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