Deliverables
Executive summary of the confidential deliverables D14
Assessment of cosmic ray capability of SiC MOSFETS as a function of design voltage and compared to Si high voltage devicesA report based on simulation studies and experimental verification A model will be provided that describes the dependency of cosmic ray failure rate on bias level
Decision method to select the best AI analytics for effective smart maintenanceThis deliverable will detail the decision model developed to help PdM analysts select the optimal portfolio of AI methods for the available KID
Development of PHM algorithmsDetails on the developed algorithms and a demonstrator of the PHM solutions developed
Experimental validation of next generation dynamic WPT infrastructuresA report describing the main results gather from the experimental tests carried out in a smallscale prototype where the key challenges aspects will be evaluated
PdM economic KPI: quantitative modelling and analysisThis deliverable will detail the mathematical models developed to estimate the economic benefit of PdM for different business scenarios
Executive Summary of D1.2 - Preliminary feasibility study & performance benchmarkExecutive summary of the confidential deliverables D12
Design of a full scale WPT architecture for actual city profilesA report summarizing the main design criteria for a fullscale WPT architecture for actual city profiles
Development of Transfer Learning algorithmsThis deliverable will detail the outcomes of the developed algorithms
Separation and modelling of different threshold voltage shift mechanismsA report based on experimental studies on discrete devices traction power modules describing the observed mechanisms and providing a separation of reversible threshold voltage shift and irreversible degradation effects
Definition of quantitative metrics for assessing the performance of PdM for train traction systemsThis deliverable will define the metrics to be used to evaluate the performance of PHM and PdM for train traction systems
States of the art review & KPIA report based on public scientific and technical data containing the necessary information regarding the topics enumerated in the tasks that will guide projects developments and choices including the final studied electronic and thermal device and the KPI for the project
Publications
Author(s):
M. Xu, P. Baraldi, X. Lu and E. Zio
Published in:
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, 2022, Page(s) pp. 23408- 23421
Publisher:
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12
DOI:
10.1109/tits.2022.3203871
Author(s):
Michael Hanf, Jan-Hendrik Peters, Felix Hoffmann, Nando Kaminski University of Bremen, IALB, Otto-Hahn-Allee
Published in:
Materials Science Forum (Volume 1092), 2023, Page(s) pp.171-177
Publisher:
University of Bremen, Materials Science Forum
Author(s):
B. Wang, P. Baraldi and E. Zio,
Published in:
2022
Publisher:
IEEE Transactions on Industrial Informatics
DOI:
10.1109/tii.2022.3222400
Author(s):
Geon-Hee Lee1,*, Jang-kwon Lim2, Sang-Mo Koo1, Mietek Bakowski
Published in:
2023, Page(s) pp.55-59
Publisher:
ICSCRM2022, published in Materials Science Forum, Volume 1091
Author(s):
J. Rąbkowski, M. Zdanowski, R. Kopacz, F. Gonzalez-Hernando, I. Villar and U. Larrañaga
Published in:
IEEE Transactions on Instrumentation and Measurement, Issue Art no. 9003210, 2023, Page(s) vol. 72, pp. 1-10, ISSN 0018-9456
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tim.2023.3291788
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