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Reliability Assessment and Health Diagnostic Methods for SiC MOSFET Devices
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electric Power and Energy Systems.ORCID iD: 0000-0002-3652-459X
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The transition toward high-efficiency electrified systems has accelerated the adoption of SiC MOSFET devices, whose performance benefits are often limited by package-related reliability challenges. This thesis investigates these challenges through two complementary research directions. The first focuses on the thermo-mechanical reliability of conventional, single-sided cooled (SSC), and double-sided cooled (DSC) SiC MOSFET packaging structures using finite-element modeling (FEM) in COMSOL Multiphysics. The impact of die placement, advanced interconnection technologies, solder and Ag-sinter materials, and Cu–Mo composite spacers is analyzed to understand temperature distribution, viscoplastic strain accumulation, and solder-layer lifetime under various power-cycling conditions. The results highlight important design trade-offs and identify advanced packaging configurations and materials that improve both thermal and mechanical performance.

The second part of this thesis develops experimental health-diagnostic methods using degradation data obtained from the power-cycling test (PCT) setup. Commercially available TO-247-3 packaged SiC MOSFET devices were degraded using inverse-mode and forward-mode PCTs, enabling a detailed investigation of body-diode forward-voltage reduction, package-related degradation, and ON-state resistance (RdsON) drift in SiC MOSFETs. A compensated RdsON-based diagnostic method is introduced and experimentally validated for the reliable detection of package-related degradation. Additionally, a diagnostic technique for early bond wire failure detection is proposed and experimentally validated.

Abstract [sv]

Behovet av energieffektiva elektrifierade drivsystem har accelererat användningen av SiC-MOSFET-komponenter, vars prestandafördelar ofta inte kommer till sin rätt p.g.a. osäkerhet kring tillförlitlighet. Denna avhandling undersöker dessa frågor genom två kompletterande forskningsinriktningar. Den första fokuserar på den termomekaniska tillförlitligheten hos enkelsidigt kylda och dubbelsidigt kylda SiC-MOSFET-kapslingar med hjälp av finit-element-modellering (FEM) i programvaran COMSOL Multiphysics. Effekten av chipplacering, avancerade sammanfogningstekniker, löd- och sintermaterial samt distanser i koppar och molybden analyseras för att förstå temperaturfördelning, viskoplastisk töjning och lödskiktens livslängd under olika effektcyklingsförhållanden. Resultaten belyser viktiga konstruktionsavvägningar och identifierar kapslingskonfigurationer och -material som förbättrar både termisk och mekanisk prestanda.

Den andra delen av avhandlingen utvecklar experimentella diagnostiska metoder baserade på degraderingsdata insamlade från en effektcyklingsrigg. Kommersiellt tillgängliga SiC-MOSFET-komponenter i TO-247-3-kapsling degraderades med ström i både fram- och backriktningen, vilket möjliggjorde en detaljerad undersökning av backdiodens framspänningsreduktion, kapslingsrelaterad degradering och drift i ledtillståndet (RdsON). En kompenserad diagnostisk metod, baserad på RdsON, introduceras och valideras experimentellt för tillförlitlig detektion av kapslingsrelaterad degradering. Dessutom presenteras och valideras experimentellt en diagnostikmetod för tidig detektion av fel relaterade till bond-trådar.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2026. , p. xviii, 75
Series
TRITA-EECS-AVL ; 2026:10
Keywords [en]
Bond wire, COMSOL Multiphysics, condition monitoring, double-sided cool, failure analysis, health diagnostic, lifetime estimation, metal-oxide-semiconductor field-effect transistor (MOSFET), ON-state resistance, packaging, package-related failures, power cycling, power module, reliability, semiconductor packaging, silicon carbide (SiC), single-sided cool, TO-247
Keywords [sv]
Bond wire, COMSOL Multiphysics, tillståndsövervakning, dubbelsidig kylning, felanalys, hälsodiagnostik, livslängdsuppskattning, metalloxid-halvledarfälteffekttransistor (MOSFET), ON-tillståndsresistans, förpackning, kapslingsrelaterade fel, effektcykling, effektmodul, tillförlitlighet, halvledarkapsling, kiselkarbid (SiC), enkelsidig kylning, TO-247
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-375853ISBN: 978-91-8106-516-9 (print)OAI: oai:DiVA.org:kth-375853DiVA, id: diva2:2031370
Public defence
2026-02-20, https://kth-se.zoom.us/j/63066113234, Kollegiesalen, Brinellvägen 8, Stockholm, 10:00 (English)
Opponent
Supervisors
Note

QC 20260123

Available from: 2026-01-23 Created: 2026-01-22 Last updated: 2026-02-09Bibliographically approved
List of papers
1. Failure Characterization of Discrete SiC MOSFETs under Forward Power Cycling Test
Open this publication in new window or tab >>Failure Characterization of Discrete SiC MOSFETs under Forward Power Cycling Test
2024 (English)In: Energies, E-ISSN 1996-1073, Vol. 17, no 11, article id 2557Article in journal (Refereed) Published
Abstract [en]

Silicon carbide (SiC)-based metal-oxide-semiconductor field-effect transistors (MOSFETs) hold promising application prospects in future high-capacity high-power converters due to their excellent electrothermal characteristics. However, as nascent power electronic devices, their long-term operational reliability lacks sufficient field data. The power cycling test is an important experimental method to assess packaging-related reliability. In order to obtain data closest to actual working conditions, forward power cycling is utilized to carry out SiC MOSFET degradation experiments. Due to the wide bandgap characteristics of SiC MOSFETs, the short-term drift of the threshold voltage is much more serious than that of silicon (Si)-based devices. Therefore, an offline threshold voltage measurement circuit is implemented during power cycling tests to minimize errors arising from this short-term drift. Different characterizations are performed based on power cycling tests, focused on measuring the on-state resistance, thermal impedance, and threshold voltage of the devices. The findings reveal that the primary failure mode under forward power cycling tests, with a maximum junction temperature of 130 degrees C, is bond-wire degradation. Conversely, the solder layer and gate oxide exhibit minimal degradation tendencies under these conditions.

Place, publisher, year, edition, pages
MDPI AG, 2024
Keywords
forward power cycling test, on-state resistance, discrete SiC MOSFET, threshold voltage, thermal impedance measurement
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-348603 (URN)10.3390/en17112557 (DOI)001246747200001 ()2-s2.0-85195841400 (Scopus ID)
Note

QC 20240626

Available from: 2024-06-26 Created: 2024-06-26 Last updated: 2026-01-22Bibliographically approved
2. Health Diagnostics of SiC MOSFET Devices Using Compensated On-State Resistance
Open this publication in new window or tab >>Health Diagnostics of SiC MOSFET Devices Using Compensated On-State Resistance
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(English)In: Article in journal (Other academic) Submitted
Abstract [en]

This paper investigates the use of ON-state resistance (RdsON) as a health monitoring indicator for diagnosing package-related degradation in silicon carbide (SiC) MOSFET devices. While RdsON is a widely recognized aging precursor, its application in SiC MOSFETs is challenging due to its strong dependence on junction temperature (Tj) and threshold voltage (Vth) drift during power cycling. To address these challenges, this work introduces compensation techniques that eliminate the influence of Tj variations and Vth drift in RdsON. The proposed methods are validated through active power cycling tests on TO-247-3 packaged SiC MOSFETs, with experimental results showing that the compensated RdsON provides a stable and reliable health indicator. In addition, slope-based Vth drift compensation methods, including moving average filtering and recursive least squares (RLS) estimation, are evaluated for detecting package-related degradation. Failure analysis using scanning acoustic microscopy (SAM) and scanning electron microscopy (SEM) confirms the correlation between compensated RdsON signatures and bondwire/solder degradation. The proposed method therefore enables reliable health monitoring of SiC MOSFET devices using RdsON.

Keywords
SiC MOSFET, ON-state resistance, reliability, health diagnostics, condition monitoring
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-375809 (URN)
Note

Submitted to IEEE transactions on power electronics, ISSN 0885-8993, EISSN 1941-0107

QC 20260123

Available from: 2026-01-21 Created: 2026-01-21 Last updated: 2026-01-23Bibliographically approved
3. Early Detection of Bond Wire Failures in SiC MOSFETs During Power Cycling
Open this publication in new window or tab >>Early Detection of Bond Wire Failures in SiC MOSFETs During Power Cycling
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(English)In: Article in journal (Other academic) Submitted
Abstract [en]

This paper presents an early-stage bond wire failure detection method for SiC MOSFET devices subjected to active power cycling. Bond-wire degradation, including lift-off and heel cracking, is among the most critical and prevalent package-level failure mechanisms in SiC devices. However, the initial stages of such degradation typically cause only small increases in ON-state resistance (RdsON), making early detection challenging. The proposed method first compensates for the temperature-dependent variations in RdsON by using a second-order polynomial fit function derived from junction temperature (Tj) measurements obtained via a temperature-sensitive electrical parameter. The temperature-compensated RdsON is then analyzed using a Recursive Least Squares (RLS) estimator that tracks changes in its slope. Sudden slope spikes are shown to correlate strongly with individual bond wire failure events. Experimental results from power cycling three TO-247-3 packaged SiC MOSFET devices show that the proposed method is capable of detecting bond wire failures at an earlier stage and with improved distinction compared to conventional RdsON-based monitoring methods.

Keywords
Bond wire, condition monitoring, health diagnostics, ON-state resistance, reliability, SiC MOSFET
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
urn:nbn:se:kth:diva-375810 (URN)
Note

Submitted to IEEE Open Journal of Power Electronic, ISSN 2644-1314

QC 20260123

Available from: 2026-01-21 Created: 2026-01-21 Last updated: 2026-01-23Bibliographically approved
4. Change in SiC MOSFET body-diode voltage drop in TO-247 packages during inverse-mode and forward-mode power cycling test
Open this publication in new window or tab >>Change in SiC MOSFET body-diode voltage drop in TO-247 packages during inverse-mode and forward-mode power cycling test
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2022 (English)In: ETG-Fachbericht, VDE Verlag GmbH , 2022, no 165, p. 423-428Conference paper, Published paper (Refereed)
Abstract [en]

Body-diode voltage drop has been identified as a reliable parameter for both as a temperature-sensitive electrical parameter (TSEP) to estimate the SiC MOSFET junction temperature and as a failure precursor to identify any package related degradation. However, in the inverse-mode power-cycling test (PCT), it is found that the body-diode voltage drop changes at a fixed temperature. It is known from the previous research that the increase in a body-diode voltage drop at heating current acts as a failure precursor, indicating package related degradation. However, the change in the voltage drop at a low measurement current, due to degradation, is not well investigated. This study aims to analyse how the body-diode voltage drop at low current changes in TO-247 packaged SiC MOSFETs during inverse and forward-mode PCT. 

Place, publisher, year, edition, pages
VDE Verlag GmbH, 2022
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-326801 (URN)2-s2.0-85136113417 (Scopus ID)
Conference
12th International Conference on Integrated Power Electronics Systems, CIPS 2022, March 15-17, 2022
Note

QC 20260123

Available from: 2023-05-15 Created: 2023-05-15 Last updated: 2026-01-23Bibliographically approved
5. Analyzing the Impact of Die Positions inside the Power Module on the Reliability of Solder Layers for Different Power Cycling Scenarios
Open this publication in new window or tab >>Analyzing the Impact of Die Positions inside the Power Module on the Reliability of Solder Layers for Different Power Cycling Scenarios
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2023 (English)In: 2023 24th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2023, Institute of Electrical and Electronics Engineers (IEEE) , 2023Conference paper, Published paper (Refereed)
Abstract [en]

Solder layers, used as bonding material inside the power module to attach the semiconductor die on Direct Bond Copper (DBC) substrate and DBC substrate on baseplate, are one of the regions most prone to failure. The failure usually occurs in the form of solder cracks and depends on various operating conditions, such as-maximum temperature, temperature swing, and heating time. The cracks generated inside the solder layers can eventually result in its delamination. Power modules are usually power cycled to estimate the failure sites and mechanisms. However, the failure mechanisms can vary depending on the frequency, amplitude, and range of the temperature in the Power Cycling Tests (PCT). In this study, we have used the Finite Element Method (FEM) in COMSOL Multiphysics to analyse the impact of the PCT on both die attach, and baseplate attach solder layers. Additionally, the effect of the degree of asymmetry in the die position on the reliability of both the solder layers are analysed. The FEA (Finite Element Analysis) results are analysed to have a better understanding about the aspects impacting the lifetime of the power module.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Keywords
finite element method, lifetime estimation, power cycling, Power module, solder, viscoplasticity
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-333344 (URN)10.1109/EuroSimE56861.2023.10100764 (DOI)001058887300019 ()2-s2.0-85158148764 (Scopus ID)
Conference
24th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2023, Graz, Austria, April 16-19, 2023
Note

Part of ISBN 9798350345971

QC 20260123

Available from: 2023-08-01 Created: 2023-08-01 Last updated: 2026-01-23Bibliographically approved
6. Analysis of the Performance of Different Packaging Technologies of SiC Power Modules during Power Cycling Test
Open this publication in new window or tab >>Analysis of the Performance of Different Packaging Technologies of SiC Power Modules during Power Cycling Test
Show others...
2023 (English)In: 2023 29TH INTERNATIONAL WORKSHOP ON THERMAL INVESTIGATIONS OF ICS AND SYSTEMS, THERMINIC, Institute of Electrical and Electronics Engineers (IEEE) , 2023Conference paper, Published paper (Refereed)
Abstract [en]

Commercialization of SiC MOSFETs and electrification of the automotive sector has resulted in the accelerated development of power semiconductor devices. To take the most advantage of the SiC properties and make the power semiconductor modules automotive graded, the power module packaging technologies are developing at a rapid pace. New materials are being introduced and more innovative ways are being investigated to operate the SiC die at high temperatures while maintaining high reliability. Silver (Ag) sinter, due to its superior properties, has been introduced as a state-of-the-art die-attaching technology, while different ways are being investigated to either eliminate the aluminium (Al) bondwires or replace them with copper (Cu) counterparts. In this study, we will use the Finite Element (FE) method to investigate the impact of different packaging aspects like using copper foil and Ag sinter on thermal and mechanical performance of the power module. We will also investigate the effect of different packaging on power module reliability.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Series
International Workshop on Thermal Investigation of ICs and Systems, ISSN 2474-1515
Keywords
power module, finite element, bondwire, solder, sinter, Cu clip, DBB
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:kth:diva-341984 (URN)10.1109/THERMINIC60375.2023.10325878 (DOI)001108606800021 ()2-s2.0-85179623773 (Scopus ID)
Conference
29th International Workshop on Thermal Investigations of ICs and Systems,(THERMINIC), SEP 27-29, 2023, Budapest, HUNGARY
Note

Part of ISBN 9798350318623

QC 20260123

Available from: 2024-01-09 Created: 2024-01-09 Last updated: 2026-01-23Bibliographically approved
7. Analysis of the Thermo-mechanical Performance of Double-Sided Cooled Power Modules
Open this publication in new window or tab >>Analysis of the Thermo-mechanical Performance of Double-Sided Cooled Power Modules
Show others...
2024 (English)In: 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024, Institute of Electrical and Electronics Engineers (IEEE) , 2024Conference paper, Published paper (Refereed)
Abstract [en]

Double-sided cooled (DSC) power semiconductor modules have garnered increased interest over the past decade due to their ability to offer an additional path for heat removal, facilitating higher power density operation while reducing junction temperatures and thermal stresses. Nevertheless, when operating at similar junction temperatures, DSC modules might exhibit elevated thermo-mechanical stress compared to single-sided cooled (SSC) modules. This increase can be attributed to restricted vertical movement within the DSC modules. Furthermore, the integration of various spacers within the DSC modules, which enable bond wire connections to gate terminals, can significantly influence both the thermal performance and induced thermo-mechanical stresses. Depending on the materials used in the spacer, the thermal performance and thermo-mechanical stresses inside the module can vary. In this study, we have first analysed the thermal performance of the DSC power modules employing different spacers. Following that, we have also performed thermo-mechanical analysis in different solder layers. Finally, fatigue analysis is done to demonstrate the weakest solder layer inside the package.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Keywords
double-sided cool, finite element, power module, reliability
National Category
Mechanical Engineering
Identifiers
urn:nbn:se:kth:diva-346144 (URN)10.1109/EuroSimE60745.2024.10491556 (DOI)2-s2.0-85191151239 (Scopus ID)
Conference
25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024, Catania, Italy, April 7-10, 2024
Note

Part of ISBN 9798350393637

QC 20260123

Available from: 2024-05-03 Created: 2024-05-03 Last updated: 2026-01-23Bibliographically approved
8. SiC MOSFET Condition Monitoring Using Compensated ON-State Resistance for Identifying Package Failures
Open this publication in new window or tab >>SiC MOSFET Condition Monitoring Using Compensated ON-State Resistance for Identifying Package Failures
Show others...
2025 (English)In: 2025 Energy Conversion Congress & Expo Europe (ECCE Europe), Institute of Electrical and Electronics Engineers (IEEE), 2025Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a condition monitoring approach for SiC MOSFET devices by compensating the ON-state resistance (Rdson ) to effectively detect package-related failures. While RdsON is a promising health indicator, its strong dependence on junction temperature (Tj) and threshold voltage (Vth ) can obscure degradation signals. This study proposes compensation techniques to mitigate the influence of Tj and Vth  drift, enabling reliable monitoring. The methodology is validated using a custom-designed power cycling test bench, in compliance with AQG-324, to stress SiC MOSFETs under controlled thermal conditions. Two Rdson drift compensation methods are compared to analyze the evolution of compensated RdSON: a moving polynomial fit (Method 1) and a derivative-based technique with post-filtering (Method 2). Results show that both methods can differentiate between linear (die-level degradation) and non-linear (package-related failure) regions of RdsON  drift. However, Method 1 provides more stable estimates with lower noise, especially for smaller window sizes. The findings support the use of compensated RdSON as a practical and robust condition monitoring parameter for SiC MOSFET reliability assessment.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
Silicon carbide (SiC) MOSFETs, ON-state resistance, health monitoring, condition monitoring, power cycling, threshold voltage, junction temperature
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
urn:nbn:se:kth:diva-375808 (URN)10.1109/ECCE-Europe62795.2025.11238801 (DOI)2-s2.0-105027524726 (Scopus ID)
Conference
2025 Energy Conversion Congress & Expo Europe (ECCE Europe), Birmingham, United Kingdom, September 1-4, 2025
Note

Part of ISBN 9798331567538, 9798331567521

QC 20260123

Available from: 2026-01-21 Created: 2026-01-21 Last updated: 2026-01-23Bibliographically approved

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