Development of prognostic models using plant asset data
The recent growth of machine learning and artificial intelligence technologies provides
opportunities for leveraging data-driven algorithms to address the problems of diagnostics …
opportunities for leveraging data-driven algorithms to address the problems of diagnostics …
Development of an end state vision to implement digital monitoring in nuclear plants
Transitioning from an onsite Maintenance & Diagnostics Center to cloud-based services
offers many new opportunities with computing power and storage, but also new challenges …
offers many new opportunities with computing power and storage, but also new challenges …
Nuclear Power Fault Diagnostics and Preventative Maintenance Optimization
Operation and maintenance costs for nuclear power plants are very large. Reactors are
starting to shut down even after their operating licenses have been extended, because they …
starting to shut down even after their operating licenses have been extended, because they …
[PDF][PDF] NSUF Annual Report
TM Adams - 2021 - osti.gov
The layers in tristructural isotropic (TRISO) coated particle fuel are engineered to work as an
integrated system to limit failure and fission product release. Fission product release from …
integrated system to limit failure and fission product release. Fission product release from …
Verification and validation of developed short-term forecasting models
Recent advancements in machine learning (ML) and artificial intelligence (AI) technologies
provide an opportunity for leveraging data-driven algorithms to predict future nuclear power …
provide an opportunity for leveraging data-driven algorithms to predict future nuclear power …
Analytics-at-scale of Sensor Data for Digital Monitoring in Nuclear Plants (3rd Annual Report)
Nuclear power plants collect and store large volumes of heterogeneous data from various
components and systems. With recent advances in machine learning (ML) techniques, these …
components and systems. With recent advances in machine learning (ML) techniques, these …
Wireless Sensor Modalities at a Nuclear Plant Site to Collect Vibration Data
V Agarwal - 2020 - osti.gov
One of the major contributors to the total operating costs of domestic nuclear fleet of reactors
today is the operation and maintenance (O&M) costs. These include labor-intense …
today is the operation and maintenance (O&M) costs. These include labor-intense …