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123 articles for “fault detection”
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Fault Detection in Solar PV Systems Integrated with the Power Grid: Evaluating Logistic Regression through Confusion Matrix Analysis
Abstract: This paper proposes a method for failure detection in grid-integrated solar photovoltaic (PV) systems using logistic regression and real-time sensor data. The approach effectively classifies and identifies seven distinct fault types. The developed model demonstrates a high fault identification accuracy, ranging from 93% to 96.5% across various fault types and operational conditions. By leveraging logistic regression, the system utilizes key independent variables that significantly influence the classification process. Additionally, the …
Published in Journal of Power Electronics and Power Systems · Vol. 15, Issue 2, 2025 · pp. 45–52 Read article
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Automatic Fault Detection in Mosquito Nets Using Machine Vision System
Abstract: AbstractMosquito-borne diseases are flourishing worldwide. Dengue viruses and malaria protozoa are of increasing global concern in public health as it causes series of health issues, particularly to the current generation. The possible solution is to use mosquito nets as a preventive measure. Mosquito nets are manufactured in large scale to provide protection from the infectious insects like mosquitoes. Manufactured nets are inspected using man power to find faults and errors, …
Published in Journal of Open Source Developments · Vol. 6, Issue 2, 2019 · pp. 6–11 Read article
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Fault Detection and Online Monitoring of Three Phase Induction Machine using Embedded Platform
Abstract: Protection of three phase induction machine is very important in industrial applications and it plays a vital role in our everyday life. This protection system protects the three phase induction motor from single phasing, under voltage, over voltage over current, and over temperature. Induction motors are kept in operation through tracking its condition in a continuous manner to minimize their unplanned down times. To avoid the consequence of unexpected failure …
Published in Journal of Control & Instrumentation · Vol. 9, Issue 2, 2018 · pp. 17–24 Read article
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Online State Estimation and Fault Detection of a Doubly Fed Induction Machine by an Interconnected High Gain Observer
Abstract: This article presents the states and disturbance estimation of a doubly fed induction machine by the use of an interconnected high gain observer. The supply is made of a rectifier, a filter and an inverter. We consider the parameters such as the load couple, the electromagnetic couple and the speed on the only basis of the electric quantities. The results show that the error between the estimated and measured parameters …
Published in Journal of Control & Instrumentation · Vol. 8, Issue 3, 2017 · pp. 1–11 Read article
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Underground Cable Fault Detector Using IoT
Abstract: The present pattern of laying cables for different designs is to lay underground. Organizations lean toward laying the links underground on the grounds that the climatic misfortunes don't influence this. With points of interest come difficulties. There are numerous troubles in laying the links and once laid if there should arise an occurrence of any objections, it is troublesome and expensive to fix it. This venture is about a framework …
Published in Journal of Open Source Developments · Vol. 6, Issue 2, 2019 · pp. 21–26 Read article
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Brief Review of Fault Detection and Classification in Induction Motor
Abstract: Induction motors are operating as the support system for each industry. But like every different machine, due to serious duty cycles, poor operating atmosphere, installation and manufacturing factors, they gradually slow down or sometimes fail. That is why, diagnosis methods that are competent to sense the motor failures are necessary in order to increase the safety and the performances of with increasing needs for reliability and efficiency, the field of …
Published in Journal of Experimental & Applied Mechanics · Vol. 10, Issue 1, 2019 · pp. 1–6 Read article
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Internet of Things (IoT) Based Underground Cable Fault Detection by Using Raspberry PI and Arduino Interfaced with Blynk Server
Abstract: Internet of things (IoT) has become a prominent technology for machine-to-machine and human to machine communication. Internet of things (IoT) is being used in power systems for forming a highspeed smart network among all kinds of sensing equipment for reliable and uninterruptible power supply to the consumers. In the new era of smart grid technology, the interruption of power supply can be reduced by mitigating the chances of faults in …
Published in Journal of Web Engineering & Technology · Vol. 8, Issue 2, 2021 · pp. 13–23 Read article
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Detection of Fault and Protection of Faulted Distribution Feeder with Field Programmable Gate Array Using State Diagrams
Abstract: A hardware-efficient algorithm for fast fault-detection in feeders radiating out of a distribution substation and its subsequent clearance from the system for safe operation of the healthy parts has been presented in the paper. State diagrams used to design the circuit.The general purpose SPARTANE 3AN FPGA kit has been employed for developing the protective over-current relay. All the coding has been done using the hardware description language VERILOG. To avoid …
Published in Journal of Microcontroller Engineering and Applications · Vol. 2, Issue 2, 2015 · pp. 5–12 Read article
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Efficient PCB Fault Detection System using Deep Learning and Image Processing
Abstract: Printed Circuit Boards (PCBs) are essential parts that support the operation of electronic equipment in a variety of sectors. Nevertheless, difficulties that manufacturers regularly face during the PCB manufacturing process lead to defective devices. However, current inspection processes occur after etching, wasting a lot of material and rendering defective PCBs unusable. This study discusses relevant practical difficulties and offers a method for identifying errors in real PCB images using Matlab …
Published in Journal of Nuclear Engineering & Technology · Vol. 13, Issue 3, 2023 · pp. 1–5 Read article
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Automatic Track Faults Detection and Time Delay by using Embedded System
Abstract: AbstractThe technology used in metro train movement is the one which is used in most developed countries. The train contains a controller that gives the permission to the continuous running of the train from initial station to the upcoming destination. In this module, a self-directed train will eliminate the need of any driver; therefore, any manmade error will not take place. In this project, arduino controller has been used as …
Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 7, Issue 2, 2019 · pp. 10–14 Read article
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Implementation of Metamorphic Testing for Fault Detection Ratio
Abstract: AbstractMetamorphic Testing (MT) assumes an immense significance amongst the various sorts of testing techniques, as this technique doesn’t require test oracle, while the existence of an oracle is often presumed in software testing. This is because MT technique is based on the some vital properties which are known as Metamorphic Relations. In this paper, an endeavor has been made to explore the significance, integration of MT with other techniques and …
Published in Recent Trends in Programming languages · Vol. 7, Issue 3, 2020 · pp. 33–40 Read article
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PI Control Based switching Fault control in Four Switch Voltage Source Inverter
Abstract: This paper presents a fault tolerant control in four switch voltage source inverter by using PI controller. Four switch voltage source inverter has four switches with two legs and DC input link. Four switch voltage source inverter (FSVSI) can produce a three phase ac voltage as in six switch three phase voltage source inverter with only a four power semiconductor switches in a short of two switches. The two switch …
Published in Journal of Semiconductor Devices and Circuits · Vol. 9, Issue 1, 2022 · pp. 21–28 Read article
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A Review On Various Faults And Fault Diagnosis Of Induction Motor
Abstract: Currently the utilization of Conditioning Monitoring of electrical automatic machines are expanding because of its capability to lessen working costs, upgrade the reliable quality of activity and enhance administration to clients. Distinctive contrasting options to identify and analyze faults in induction machines have been proposed and actualized in the most recent years. In this paper various strategies to analyze faults looked into over recent years are evaluated and this report …
Published in Trends in Mechanical Engineering & Technology · Vol. 8, Issue 2, 2018 · pp. 43–50 Read article
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The Role of SCADA in Detecting Electric Faults in the Wind Turbine System: A Review
Abstract: A wind turbine is a machine which utilizes the kinetic energy of air to convert it into rotational energy. To generate the electricity, this rotational energy is transferred to the generator shaft. Whenever a fault occurs in the wind energy system, it decreases the system efficiency. During such abnormal conditions in a wind turbine system, the faults are detected through manual and/or automated system namely, SCADA. The control functions of …
Published in Journal of Power Electronics and Power Systems · Vol. 13, Issue 1, 2023 · pp. 16–24 Read article
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Faults in Smart Grid- A Review
Abstract: Smart grid plays a important role for upcoming society. Our modern society is largely dependent on electric energy whereas smart grids are the best way to produce more energy for more utilization as energy usage steadily increases, but as there is more production and utilization there are also more faults and losses. For faults occurrence there should be a fault detection system which will stay away from the faults. There …
Published in Journal of Power Electronics and Power Systems · Vol. 15, Issue 1, 2025 · pp. 44–50 Read article
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Smart Street Lighting Enabled by Wireless Sensor Networks: A Path to Energy Efficiency and Fault Monitoring
Abstract: The increasing demand for energy efficiency and smart city infrastructure has led to the adoption of innovative technologies such as wireless sensor networks (WSNs) in street lighting systems. This research explores the design and implementation of a smart street lighting system (SSLS) integrated with WSNs to enhance energy efficiency and enable real-time fault detection. The proposed system utilizes a network of wireless sensors to monitor ambient light levels, vehicular movement, …
Published in International Journal of Wireless Security and Networks · Vol. 3, Issue 1, 2025 · pp. 24–38 Read article
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Voltage Vigilance: Ensuring Balance and curbing Theft in Power Distribution Networks
Abstract: This project proposes a system for detecting electrical overload and earth faults using an Arduino Uno controller. The system uses a current sensor to identify overloads and a voltage sensor to detect earth faults. An ESP8266 module allows users to switch between the two fault detection modes. When an overload is detected, the Arduino turns off AC bulbs using a relay and sends an alert message via a GSM module. …
Published in International Journal of Advanced Control and System Engineering · Vol. 3, Issue 1, 2025 · pp. 15–21 Read article
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Faulty Object Detection by Image Processing Based on Modified Back-Propagation Algorithm of Artificial Neural Network
Abstract: The conventional algorithms such as canny edge detection require so much computation which makes it more time consuming. Hence it is not used for industrial applications such as damage detection because each product should be analyzed in a fraction of seconds so that the manufacturing rate of the industry should not be affected. Hence Artificial Neural Network can be used for edge detection. Though it requires a lot of time …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 3, Issue 2, 2016 · pp. 19–25 Read article
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AI Based Electrical Safety and Predictive Maintenance System
Abstract: This review examines twenty research papers on artificial intelligence (AI), Internet of Things (IoT), condition monitoring, fault diagnosis and predictive maintenance, with emphasis on their relevance to electrical safety. Electrical equipment such as induction motors, contactors, transformers, batteries and renewable-energy systems can develop abnormal conditions that lead to unexpected shutdowns, equipment damage or unsafe operation. Conventional maintenance based only on fixed schedules or after-failure repair may not identify every developing …
Published in Recent Trends in Sensor Research & Technology · Vol. 13, Issue 2, 2026 Read article
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Deploying an IoT-Enabled Smart Grid Automation System for Continuous Optimization and Fault Identification
Abstract: The proposed paper discusses the “integration of IoT in smart grid” which has been elevated facilitating new ideas to facilitate developments of infrastructure for electric power. IoT has been a very important tool for power grids which makes them smarter and more advanced as compared to traditional power grids. This paper focuses on to the prototype designing which will help in finding and monitoring the power, current, voltage, energy consumption, …
Published in Journal of Power Electronics and Power Systems · Vol. 14, Issue 1, 2024 · pp. 01–8 Read article