Improving deep‐learning‐based fault localization with resampling
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2312
Abstract: Many fault localization approaches recently utilize deep learning to learn an effective localization model showing a fresh perspective with promising results. However, localization models are generally learned from class imbalance datasets; that is, the number… read more here.
Keywords: fault localization; deep learning; learning based; localization ... See more keywords
A Scalable Runtime Fault Localization Framework for High-Performance Computing Systems
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Parallel Programming"
DOI: 10.1007/s10766-017-0526-x
Abstract: Fault localization has become an increasingly challenging issue in high-performance computing (HPC) systems. Various techniques have been used for HPC systems. However, as the HPC systems scale out, resulting in the rapid deterioration of the… read more here.
Keywords: framework; fault; fault localization; high performance ... See more keywords
A bounded constraint-based approach to aid in fault localization from a counterexample
Sign Up to like & getrecommendations! Published in 2024 at "Innovations in Systems and Software Engineering"
DOI: 10.1007/s11334-024-00558-1
Abstract: A model checker can produce a trace of counter-example for an erroneous program, which is often difficult to exploit for locating faults. In this paper, we propose a fault localization algorithm from counter-examples, named LocFaults,… read more here.
Keywords: fault localization; constraint; bounded constraint; program ... See more keywords
Fault localization for automatic train operation based on the adaptive error locating array algorithm
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-024-82455-y
Abstract: When the combinatorial testing method is used to locate faults in the complex signalling system of high-speed rail in order to prevent the system from being affected by combinatorial testing case explosion, which could results… read more here.
Keywords: fault localization; automatic train; algorithm; array ... See more keywords
Natural gas production process fault localization based on direct transfer entropy with adaptive lag
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad9caa
Abstract: Natural gas production equipment has complex structures, numerous monitoring parameters, and intricate correlation relationships, making it challenging to trace the source of faults for abnormal events. This paper proposes a fault localization method for natural… read more here.
Keywords: gas production; natural gas; fault localization;
Fault Localization With Weighted Test Model in Model Transformations
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2966540
Abstract: Model transformations and model-driven engineering (MDE) have been applied widely in service-oriented architecture based information systems. To support the development of such a service-oriented information system, it is necessary to guarantee the quality of model… read more here.
Keywords: fault localization; model; test; model transformations ... See more keywords
Enhanced Fault Localization in Multi-Terminal HVDC Systems Using Improved Gaussian Process Regression
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3431610
Abstract: Accurate fault localization is crucial for protecting DC networks following the successful detection of internal faults in power transmission systems, as it minimizes the need for replacements and enables swift power recovery. This study proposes… read more here.
Keywords: improved gaussian; gaussian process; fault localization; process regression ... See more keywords
Enhanced Fault Localization in Energy Systems Using an Improved MVO Algorithm and Multistrategy Optimization
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3552761
Abstract: With the advancement of energy systems toward intelligence and renewability, fault localization in active distribution networks (ADNs) has become a critical issue due to its direct impact on power supply reliability and system stability. Existing… read more here.
Keywords: fault localization; energy; algorithm; imvo algorithm ... See more keywords
Context Aware Deep Learning-Based Fault Localization for Hardware Design Code
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2025.3543426
Abstract: Fault localization is a technique that plays a valuable role in reducing the burdensome task of hardware design code, such as Verilog or VHDL. The recent advancements in deep learning have demonstrated significant progress, showcasing… read more here.
Keywords: hardware; fault localization; code; design ... See more keywords
Isolation Forest Based Submodule Open-Circuit Fault Localization Method for Modular Multilevel Converters
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3167138
Abstract: Fault localization is one of the most important issues for modular multilevel converters (MMCs) consisting of numerous switches. This article proposes an isolation forest (IF) based submodule (SM) switch open-circuit fault localization method for MMCs.… read more here.
Keywords: localization method; fault; modular multilevel; fault localization ... See more keywords
A Current Sensorless Portable Power Electronic Fault Localization Unit for LVdc Microgrids
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3568939
Abstract: Precise identification of fault location in dc microgrids is essential for prompt maintenance and quick power restoration. This article proposes a portable power electronic fault localization unit (PEFLU) that can identify the fault location within… read more here.
Keywords: unit; fault localization; power; fault location ... See more keywords