Software package for the data analysis of IGBT modules accelerated ageing

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26620%2F23%3APR38788" target="_blank" >RIV/00216305:26620/23:PR38788 - isvavai.cz</a>

Výsledek na webu

<a href="https://architect.ceitec.cz/en/text/detail/7" target="_blank" >https://architect.ceitec.cz/en/text/detail/7</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Software package for the data analysis of IGBT modules accelerated ageing

Popis výsledku v původním jazyce

CEITEC BUT has created a software package for monitoring the status and providing predictive maintenance of power inverters components, namely semiconductor power elements. For this purpose, tests of accelerated aging of power modules were carried out, when the electrical quantities (collector voltage, saturation voltage, collector current, control electrodes and control electrodes) tested transistors during the switching processes were recorded. The automated measuring workplace was controlled using the Ni CompactRIO platform, and a powerful Tektronix MSO68B oscilloscope is used to record data. Acquired data contains records of the switch on and switch off transistor transitions measurements and are stored in the TDMS files - in the native format of the NI control platform. The first program package realizes batch conversion of recorded files to MATLAB environment format. Predictive Maintenance Toolbox is used for efficient processing and data is formatted into the so called FileEnsemble. The FileDataStore object is used for the batch processing of large file volumes. In the next phase of batch processing, the data are supplemented with external information and the records are validated. Invalid data can be removed. The main function is the extraction of the state indicators from the measured data and the development of methods for estimating the remaining useful lifetime of the transistor module. For easy addition of different indicators, templates allowing their rapid development and batch processing of data files are made. Other software tools are prepared for batch processing, visualization and analysis.

Název v anglickém jazyce

Software package for the data analysis of IGBT modules accelerated ageing

Popis výsledku anglicky

CEITEC BUT has created a software package for monitoring the status and providing predictive maintenance of power inverters components, namely semiconductor power elements. For this purpose, tests of accelerated aging of power modules were carried out, when the electrical quantities (collector voltage, saturation voltage, collector current, control electrodes and control electrodes) tested transistors during the switching processes were recorded. The automated measuring workplace was controlled using the Ni CompactRIO platform, and a powerful Tektronix MSO68B oscilloscope is used to record data. Acquired data contains records of the switch on and switch off transistor transitions measurements and are stored in the TDMS files - in the native format of the NI control platform. The first program package realizes batch conversion of recorded files to MATLAB environment format. Predictive Maintenance Toolbox is used for efficient processing and data is formatted into the so called FileEnsemble. The FileDataStore object is used for the batch processing of large file volumes. In the next phase of batch processing, the data are supplemented with external information and the records are validated. Invalid data can be removed. The main function is the extraction of the state indicators from the measured data and the development of methods for estimating the remaining useful lifetime of the transistor module. For easy addition of different indicators, templates allowing their rapid development and batch processing of data files are made. Other software tools are prepared for batch processing, visualization and analysis.

Druh

R - Software

CEP obor

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OECD FORD obor

20201 - Electrical and electronic engineering

Projekt

<a href="/cs/project/8A20002" target="_blank" >8A20002: Trustable architectures with acceptable residual risk for the electric, connected and automated cars</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2023

Kód důvěrnosti údajů

C - Předmět řešení projektu podléhá obchodnímu tajemství (§ 504 Občanského zákoníku), ale název projektu, cíle projektu a u ukončeného nebo zastaveného projektu zhodnocení výsledku řešení projektu (údaje P03, P04, P15, P19, P29, PN8) dodané do CEP, jsou upraveny tak, aby byly zveřejnitelné.

Interní identifikační kód produktu

SW_ACCEL_AGEING_ANALYSIS

Technické parametry

Pro správnou funkčnost vyžaduje: - MATLAB 2022 nebo novější

Ekonomické parametry

Software knihovny je prozatím používán výhradně pro další výzkum a vývoj, komerční využití se zatím nepředpokládá.

IČO vlastníka výsledku

00216305

Název vlastníka

Vysoké učení technické v Brně