Projects per year
Abstract
The current research adopts a novel approach by integrating correlative microscopy and machine learning in order to study creep cavitation in an ex-service 9%Cr 1%Mo Grade 91 ferritic steel. This method allows for a detailed investigation of the early stages of the creep life, enabling identification of features most prone to damage such as precipitates and the ferritic crystal structure. The microscopy techniques encompass Scanning Electron Microscopy (SEM) imaging and Electron Back-scattered Diffraction (EBSD) imaging, providing insights into the two-dimensional distribution of cavitation. A methodology for acquiring and analysing serial sectioning data employing a Plasma Focused Ion Beam (PFIB) microscope is outlined, complemented by 3D reconstruction of backscattered electron (BSE) images. Subsequently, cavity and precipitate segmentation was performed with the use of the image recognition software, DragonFly and the results were combined with the 3D reconstruction of the material microstructure, elucidating the decoration of grain boundaries with precipitation, as well as the high correlation of precipitates and grain boundaries with the initiation of creep cavitation. Comparison between the 2D and 3D results is discussed.
Original language | English |
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Title of host publication | Proceedings of the 10th International Conference on Advances in Materials, Manufacturing & Repair for Power Plants |
Subtitle of host publication | EPRI 2024 |
Publisher | ASM International |
Publication status | Accepted/In press - 24 Jul 2024 |
Event | 10th International Conference on Advances in Materials, Manufacturing & Repair for Power Plants: EPRI 2024 - Bonita Springs, United States Duration: 15 Oct 2024 → 18 Oct 2024 https://www.asminternational.org/epri-2024/ |
Conference
Conference | 10th International Conference on Advances in Materials, Manufacturing & Repair for Power Plants |
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Country/Territory | United States |
City | Bonita Springs |
Period | 15/10/24 → 18/10/24 |
Internet address |
Research Groups and Themes
- Cabot Institute Low Carbon Energy Research
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Dive into the research topics of 'CREEP CAVITATION IMAGING AND ANALYSIS IN 9%CR 1%MO P91 STEELS'. Together they form a unique fingerprint.-
EDF/Royal Academy of Engineering Senior Research Fellowship in Correlative Microscopy for Nuclear Power
Martin, T. L. (Principal Investigator)
2/05/24 → 28/02/29
Project: Research
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Cutting the Edge - a Plasma Focused Ion Beam (PFIB) facility for supporting UK research in novel 3D materials researchand device fabrication
Martin, T. L. (Principal Investigator)
1/09/22 → 31/03/26
Project: Research
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Rework of EPSRC: The Physics of Cavity Nucleation and Healing: An Experimental and Modelling Approach
Flewitt, P. E. J. (Principal Investigator)
1/10/18 → 30/10/22
Project: Research