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Uncertainty quantification and software risk analysis for digital twins in the nearly autonomous management and control systems: A review
A nearly autonomous management and control (NAMAC) system is designed to furnish
recommendations to operators for achieving particular goals based on NAMAC's knowledge …
recommendations to operators for achieving particular goals based on NAMAC's knowledge …
Nuclear-driven integrated energy systems: A state-of-the-art review
Because of the growing concerns regarding climate change and energy sustainability, a
transition toward a modern energy sector that reduces environmental effects while …
transition toward a modern energy sector that reduces environmental effects while …
[HTML][HTML] Digital twin concepts with uncertainty for nuclear power applications
Digital Twins (DTs) are receiving considerable attention from multiple disciplines. Much of
the literature at this time is dedicated to the conceptualization of digital twins, and associated …
the literature at this time is dedicated to the conceptualization of digital twins, and associated …
RAVEN user manual
RAVEN is a generic software framework to perform parametric and probabilistic analysis
based on the response of complex system codes. The initial development was aimed to …
based on the response of complex system codes. The initial development was aimed to …
[HTML][HTML] The EC MUSA project on management and uncertainty of severe accidents: main pillars and status
In the current state of maturity of severe accident codes, the time has come to foster the
systematic application of Best Estimate Plus Uncertainties (BEPU) in this domain. The …
systematic application of Best Estimate Plus Uncertainties (BEPU) in this domain. The …
Techno-economic sensitivity analysis for combined design and operation of a small modular reactor hybrid energy system
With increasing grid-penetration of renewable energy resources and a rising need for
carbon-free dispatchable power generation, nuclear-hybrid energy systems (NHES) …
carbon-free dispatchable power generation, nuclear-hybrid energy systems (NHES) …
Demonstration of the advanced dynamic system modeling tool TRANSFORM in a molten salt reactor application via a model of the molten salt demonstration reactor
MS Greenwood, BR Betzler, AL Qualls, J Yoo… - Nuclear …, 2020 - Taylor & Francis
Liquid-fueled nuclear reactors, particularly molten salt reactors (MSRs), have recently
gained significant interest in the advanced reactor community. As with all reactors, modeling …
gained significant interest in the advanced reactor community. As with all reactors, modeling …
Limit surface/states searching algorithm with a deep neural network and Monte Carlo dropout for nuclear power plant safety assessment
For decades, efforts have been made to enhance the realism of risk assessment methods for
nuclear power plants (NPPs) by augmenting the number of representative scenarios. The …
nuclear power plants (NPPs) by augmenting the number of representative scenarios. The …
Dynamic probabilistic risk assessment based response surface approach for FLEX and accident tolerant fuels for medium break LOCA spectrum
After the Fukushima Daiichi Accident, the safety features such as accident tolerant fuel (ATF)
and diverse and flexible co** strategies (FLEX) for existing nuclear fleets are being …
and diverse and flexible co** strategies (FLEX) for existing nuclear fleets are being …
Development of the machine learning-based safety significant factor inference model for diagnosis in autonomous control system
As a critical component to the autonomous control system, Digital Twin for Diagnosis (DT-D)
is a virtual replica of physical systems for an accurate understanding of reactor states. Since …
is a virtual replica of physical systems for an accurate understanding of reactor states. Since …