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A Review of Open-Circuit Switch Fault Diagnostic Methods for Neutral Point Clamped Inverter
2022
Electronics
Preserved Fulltext
Then, based on the approach used for system-based fault detection, the OC fault detection methods are classified. ...
Open-circuit (OC) switch faults are not as dangerous as short circuit (SC) faults but eventually have enough potential to cause cascaded failure to other components in the system and thus need to be supervised ...
An open-circuit fault diagnosis method for a three-level NPC inverter based on the instantaneous frequency (IF) of the phase current is proposed in [32] . ...
doi:10.3390/electronics11193169
fatcat:avnvrd5xhbeztoaz55gi7ulctq
Fault Detection Method Using a Convolution Neural Network for Hybrid Active Neutral-Point Clamped Inverters
2020
IEEE Access
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This article presents an open-switch fault detection method for a hybrid active neutral-point clamped (HANPC) inverter based on deep learning technology. ...
A CNN network was trained using three-phase current information to determine the location of the open-switch fault. ...
In this article, the open-switch fault detection method is proposed. It is based on a CNN algorithm using three-phase current data. ...
doi:10.1109/access.2020.3011730
fatcat:iybkpg4s45bydabqzy4atve5be
A Comprehensive Review of Supervised Learning Algorithms for the Diagnosis of Photovoltaic Systems, Proposing a New Approach Using an Ensemble Learning Algorithm
2024
Applied Sciences
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However, many publications only focus on specific AI models without disclosing the type of learning used. ...
To improve the reliability of these systems, diagnostic methods using Machine Learning (ML) have been developed. ...
Puthiyapurayil et al. [70] 2022 AI, signal-based method ANN, BPNN, SVM, CNN Inverter Lists work on the different methods of diagnosing the open-circuit fault in an NPC inverter The text only focuses on ...
doi:10.3390/app14052072
fatcat:h63xvotb7bfphfdlv45dzafk34
An Efficient Fuzzy Logic Fault Detection and Identification Method of Photovoltaic Inverters
2021
Computers Materials & Continua
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This paper proposes a fuzzy logic-based fault detection and identification method for open-circuit switch fault in grid-tied photovoltaic (PV) inverters. ...
The proposed fuzzy logic-based FDI (FL-FDI) method is based on employing the fuzzy logic concept for detecting and identifying the location of various switch faults. ...
A Real-time switch fault detection method based on 1-D convolutional neural networks (CNN) has been presented in [26] . ...
doi:10.32604/cmc.2021.014786
fatcat:tj4y2nufeffjliujdzjquvjdni
Review on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms
2022
Sensors
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, the improvement of the power generation efficiency, improvement of the stability of offshore wind farm systems, and the building of smart offshore wind farms. ...
It is of great significance to carry out research on the monitoring, operation, and maintenance of offshore wind farms, which will be of benefit for the reduction of the operation and maintenance costs ...
Acknowledgments: We would like to thank the Institute of Oceanographic Instrumentation, Shandong Academy of Sciences; Alphaer (Shenzhen) Technology Co., Ltd.; and Shanghai Dpin Electronic Technology Co ...
doi:10.3390/s22082822
pmid:35458807
pmcid:PMC9028522
fatcat:zr54hbuzfje4bfg64yli32akkq
2021 Index IEEE Transactions on Industrial Electronics Vol. 68
2021
IEEE transactions on industrial electronics (1982. Print)
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The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
., +, TIE May 2021 3770-3781 Parallel Open-Circuit Fault Diagnosis Method of a Cascaded Full-Bridge NPC Inverter With Model Predictive Control. ...
., +, TIE Aug. 2021 7474-7484 Parallel Open-Circuit Fault Diagnosis Method of a Cascaded Full-Bridge NPC Inverter With Model Predictive Control. ...
doi:10.1109/tie.2021.3130363
fatcat:5ahkwd5l4fgnvcveiyso6oc6vy
2020 Index IEEE Transactions on Circuits and Systems II: Express Briefs Vol. 67
2020
IEEE Transactions on Circuits and Systems - II - Express Briefs
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., see Yu, D., 1334-1338 Iu, H.H.C., see Wang, L., TCSII Oct. 2020 2084-2088 J Jabavathi, J.D., and Sait, H., Design of a Single Chip PWM Driver Circuit for Inverter Welding Power Source; TCSII April ...
on SAR ADC; TCSII Oct. 2020 1765-1769 Je, M., see Lee, T., TCSII May 2020 876-880 Je, M., see Jeon, H., TCSII Sept. 2020 1539-1543 Jena, D., see Reddivari, R., TCSII Oct. 2020 2009-2013 Jeon, ...
., +, TCSII Dec. 2020
3098-3102
Fault diagnosis
Event-Triggered Fault Detection and Isolation of Discrete-Time Systems
Based on Geometric Technique. ...
doi:10.1109/tcsii.2020.3047305
fatcat:ifjzekeyczfrbp5b7wrzandm7e
2020 Index IEEE Transactions on Industrial Informatics Vol. 16
2020
IEEE Transactions on Industrial Informatics
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Diagnosis in Photovoltaic Arrays Using GBSSL Method and Proposing a Fault Correction System; TII Aug. 2020 5300-5308 ...
Forests-Based Model for Ultra-Short-Term Prediction of PV Characteristics; TII Jan. 2020 202-214 Imran, A., see Hussain, B., TII Aug. 2020 4986-4996 Imran, M., see Fu, S., TII Sept. 2020 6013-6022 ...
., +, TII Jan. 2020 339-349 Intelligent Fault Diagnosis Method Based on Full 1-D Convolutional Generative Adversarial Network. ...
doi:10.1109/tii.2021.3053362
fatcat:blfvdtsc3fdstnk6qoaazskd3i
Sliding bifurcations in resonant inverters
2017
2017 14th International Multi-Conference on Systems, Signals & Devices (SSD)
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The compensation of this fault is based on the use of the additive fault tolerant control. ...
A fully automated system based on convolutional neural network (CNN) is developed to distinguish between normal and glaucomatous patterns for diagnostic decisions. ...
doi:10.1109/ssd.2017.8167001
dblp:conf/IEEEssd/PonceBAM17
fatcat:6lbol63imjffhezjv6yc6cnheu
Engineering, Technology & Applied Science Research (ETASR), Vol. 12, No. 2, pp. 8228-8481
2022
Zenodo
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Engineering, Technology & Applied Science Research (ETASR) is an international bimonthly wide scope, peer-reviewed open access journal for the publication of original articles concerned with diverse aspects ...
of science application, technology, and engineering. ...
ACKNOWLEDGMENT The authors would like to express their gratitude to the staff of the Civil Engineering Department at the University of Baghdad.
ACKNOWLEDGMENT ...
doi:10.5281/zenodo.6509470
fatcat:nn7pi5ec35gzplz6ewln2lbbrm
The M2DC Project: Modular Microserver DataCentre
2016
2016 Euromicro Conference on Digital System Design (DSD)
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This paper provides an overview of the different topics FPGAs have been used for in the last 15 years of research and why they have been chosen over other processing units like e.g. CPUs. ...
Since their introduction, FPGAs can be seen in more and more different fields of applications. ...
test
2012
[645]
Medical / Image
processing
3-D Daubechies with transpose-based method for medical image compression
2012
[646]
Control engineering
1-degree-of-freedom discrete PID for buck ...
doi:10.1109/dsd.2016.76
dblp:conf/dsd/CecowskiAOKBCKP16
fatcat:bu4nbkqaejebjafrotibui6mkq
Program
2022
2022 International Conference on Decision Aid Sciences and Applications (DASA)
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Alzheimer's disease (AD) diagnosis is performed through the patient's interviews or questionnaires by an experienced psychiatrist. This process is time-consuming, biases, and subject-specific. ...
A maximum of 92.90% classification accuracy is obtained using the features of IMF-4 with 10-fold cross-validation. The results conclude that the proposed method can detect AD patients efficiently. ...
been devised to assure accurate and effective monitoring.This study offers a One-Dimensional Convolution Neural Network (1D-CNN) that is used to diagnose and identify early bearing faults based on Variational ...
doi:10.1109/dasa54658.2022.9765271
fatcat:ttqppf4j3navnaxe653mrzmezi
Program
2019
2019 International Conference on Control, Automation and Information Sciences (ICCAIS)
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component tolerances on the performance of the inverter, the power supply of the inverter and the load current were detected and the values were used to modulate the delay time of the inverter delay circuit ...
Object detection based on faster regions convolutional neural network (Faster R-CNN) has lesser running time as compare to convolutional neural network (CNN) in the detection process. ...
flow based algorithms, respectively. ...
doi:10.1109/iccais46528.2019.9074650
fatcat:f3libdixzvez3kaeyb5dubekrq
Information Systems Dynamics: Foundations and Applications
[article]
2022
arXiv
pre-print
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space and information system, and the integrated framework of the real-world and information system, and the modifications and improvements of the Xu's previous mathematical theory on information models ...
Based on the mathematical foundations, eleven types of information measure efficacies and their distribution across information systems are put forward, and then the dynamics configurations of information ...
¤ 2 based on 𝐽 be elements in the distance space 〈ℱ, 𝑑〉, where 𝑑 is the distance on ℱ. ...
arXiv:2112.15505v10
fatcat:2uj5gsuugfgmdoimodehalc6j4
Review for AI-based Open-Circuit Faults Diagnosis Methods in Power Electronics Converters
[article]
2022
pre-print
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It is of great significance to carry out power electronics converters open-circuit faults monitoring and intelligent fault diagnosis to avoid secondary faults, reduce time and cost of operation and maintenance ...
Secondly, some AI-based fault diagnosis methods and application examples in power electronics converters are reviewed, and a fault diagnosis method based on the combination of random forests and transient ...
Fig. 15 15 Fig. 15 Open-circuit fault diagnosis method based on Neural Network 2.3 基于 RFs 的开路故障诊断方法 基于人工神经网络的故障诊断方法在学习训 练过程中需要足够多的训练样本，而且容易陷入局
Fig Fig. 17 Open-circuit fault diagnosis method based on ...
doi:10.13335/j.1000-3673.pst.2019.2427
arXiv:2209.14058v1
fatcat:m64fq4wfsvhepn5wgg2nhhwkcq
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