activity
20202023
most citedPhysics-integrated machine learning: embedding a neural network in the Navier-Stokes equations. Part II

15 citations · 39 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

6 papers · 1 filter

cs.HC2022

Systems-theoretic Hazard Analysis of Digital Human-System Interface Relevant to Reactor Trip

Edward Chen, Han Bao, Tate Shorthill +2

Human-system interface is one of the key advanced design features applied to modern digital instrumentation and control systems of nuclear power plants. The conventional design is…

cs.SE2022★ 2 cited

An Application of a Modified Beta Factor Method for the Analysis of Software Common Cause Failures

Tate Shorthill, Han Bao, Edward Chen +1

This paper presents an approach for modeling software common cause failures (CCFs) within digital instrumentation and control (I&C) systems. CCFs consist of a concurrent failure be…

cs.SE2022★ 2 cited

Application of Orthogonal Defect Classification for Software Reliability Analysis

Edward Chen, Han Bao, Tate Shorthill +3

The modernization of existing and new nuclear power plants with digital instrumentation and control systems (DI&C) is a recent and highly trending topic. However, there lacks stron…

cs.SE2022

Failure Mechanism Traceability and Application in Human System Interface of Nuclear Power Plants using RESHA

Edward Chen, Han Bao, Tate Shorthill +2

In recent years, there has been considerable effort to modernize existing and new nuclear power plants with digital instrumentation and control systems. However, there has also bee…

cs.LG2022★ 3 cited

Advanced Transient Diagnostic with Ensemble Digital Twin Modeling

Edward Chen, Linyu Lin, Nam T. Dinh

The use of machine learning (ML) model as digital-twins for reduced-order-modeling (ROM) in lieu of system codes has grown traction over the past few years. However, due to the com…

eess.SY2022★ 2 cited

Quantitative Evaluation of Common Cause Failures in High Safety-significant Safety-related Digital Instrumentation and Control Systems in Nuclear Power Plants

Han Bao, Hongbin Zhang, Tate Shorthill +2

Digital instrumentation and control (DIC) systems at nuclear power plants (NPPs) have many advantages over analog systems. They are proven to be more reliable, cheaper, and easier…