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Journal articles on the topic 'SCADA System Data'

Author: Grafiati

Published: 3 June 2025

Last updated: 31 July 2025

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1

Manjula, Jayamma, Venkataiah C., and Sireesha R. "BTS Site Monitoring System Using an IOT Based SCADA System." Journal of Recent Trends in Electrical Power System 6, no. 3 (2023): 51–57. https://doi.org/10.5281/zenodo.10409673.

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<em>The control of the power plant's generator, gathering of the necessary station data, analysis of the SCADA system's communication metrics, and forecasting of electricity production in the absence of hydrological events using historical data under an Internet of Things-based SCADA system are all covered in this paper. The SCADA system for hydropower stations is being modernised with an Internet of Things foundation in order to obtain the necessary data and manage the power plant for timely balancing with the national grid. The alarm system, data monitoring and control system, data logging a

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N., Kumaresan *1 Ranjit Sutradhar 2. "SCADA BASED DATA ACQUISITION SYSTEM." INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY 7, no. 2 (2018): 227–31. https://doi.org/10.5281/zenodo.1173446.

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The aim of this work is to propose a low-cost device for monitoring energy consumption of household equipments or smaller industries, based on the Arduino platform as a Data Acquisition (DAQ) module. An open source software Supervisory Control And Data Acquisition (SCADA) is used for simulation of data onto computer. The proposed system allows them to be identified the highest demands of energy consumption of a home or small industries with a consumption reduction goal.  This work is an attempt to develop a DAQ system using the Arduino platform. The existing method is used only monitor th

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Syamsul Arifin, M. Agus, Susanto Susanto, Deris Stiawan, Mohd Yazid Idris, and Rahmat Budiarto. "The trends of supervisory control and data acquisition security challenges in heterogeneous networks." Indonesian Journal of Electrical Engineering and Computer Science 22, no. 2 (2021): 874. http://dx.doi.org/10.11591/ijeecs.v22.i2.pp874-883.

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<p>Supervisory control and data acquisition (SCADA) has an important role in communication between devices in strategic industries such as power plant grid/network. Besides, the SCADA system is now open to any external heterogeneous networks to facilitate monitoring of industrial equipment, but this causes a new vulnerability in the SCADA network system. Any disruption on the SCADA system will give rise to a dangerous impact on industrial devices. Therefore, deep research and development of reliable intrusion detection system (IDS) for SCADA system/network is required. Via a thorough lit

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Arifin, M. Agus Syamsul, Susanto Susanto, Deris Stiawan, Mohd Yazid Idris, and Rahmat Budiarto. "The trends of supervisory control and data acquisition security challenges in heterogeneous networks." Indonesian Journal of Electrical Engineering and Computer Science 22, no. 2 (2021): 874–83. https://doi.org/10.11591/ijeecs.v22.i2.pp874-883.

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Supervisory control and data acquisition (SCADA) has an important role in communication between devices in strategic industries such as power plant grid/network. Besides, the SCADA system is now open to any external heterogeneous networks to facilitate monitoring of industrial equipment, but this causes a new vulnerability in the SCADA network system. Any disruption on the SCADA system will give rise to a dangerous impact on industrial devices. Therefore, deep research and development of reliable intrusion detection system (IDS) for SCADA system/network is required. Via a thorough literature r

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Allafi, Ibrahim, and Tariq Iqbal. "Low-Cost SCADA System Using Arduino and Reliance SCADA for a Stand-Alone Photovoltaic System." Journal of Solar Energy 2018 (May 2, 2018): 1–8. http://dx.doi.org/10.1155/2018/3140309.

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SCADA (supervisory control and data acquisition) systems are currently employed in many applications, such as home automation, greenhouse automation, and hybrid power systems. Commercial SCADA systems are costly to set up and maintain; therefore those are not used for small renewable energy systems. This paper demonstrates applying Reliance SCADA and Arduino Uno on a small photovoltaic (PV) power system to monitor the PV current, voltage, and battery, as well as efficiency. The designed system uses low-cost sensors, an Arduino Uno microcontroller, and free Reliance SCADA software. The Arduino

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Ferlito, Sergio, Salvatore Ippolito, Celestino Santagata, Paolo Schiattarella, and Girolamo Di Francia. "A Study on an IoT-Based SCADA System for Photovoltaic Utility Plants." Electronics 13, no. 11 (2024): 2065. http://dx.doi.org/10.3390/electronics13112065.

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Large-scale photovoltaic (PV) electricity production plants rely on reliable operation and maintenance (O&M) systems, often operated by means of supervisory control and data acquisition (SCADA) platforms aimed at limiting, as much as possible, the intrinsic volatility of this energy resource. The current trend is to develop SCADAs that achieve the finest possible control of the system components to efficiently and effectively cope with possible energy delivery problems. In this study, we investigated an innovative design of an IoT-based SCADA specifically tailored for large PV systems in w

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Aziz Abdullah, Binnaser. "IMPLEMENTING INTERNET PROTOCOL (IP) BASED SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA) NETWORK SYSTEM." International Journal of Engineering Applied Sciences and Technology 7, no. 7 (2022): 214–17. http://dx.doi.org/10.33564/ijeast.2022.v07i07.033.

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SCADA (supervisory control and data acquisition) is a system that monitors and control industrial, infrastructure, or facility- based processes. Scada systems integrate data acquisition systems with data transmission systems and graphical software in order to provide a centrally located "monitor and control" system for numerous process inputs and outputs. The sensors and metering devices are connected to field control devices. These control devices take real-world physical input signals from the sensors and, convert the signals to digital data and make decisions based on programmed logic or co

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Tükez, Enes Talha, and Adnan KAYA. "SCADA System for Next-Generation Smart Factory Environments." ICONTECH INTERNATIONAL JOURNAL 6, no. 1 (2022): 48–52. http://dx.doi.org/10.46291/icontechvol6iss1pp48-52.

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Today, in factories, production is spread into a wide area and became complicated. Complicated production requires a better monitoring and control system to improve efficiency. For this purpose, SCADA systems are used. SCADA systems allow industries to monitor, control and access to real-time data and data logging. Nowadays, all large-scale industries have SCADA systems. The cost of the SCADA system makes it unreachable for small and medium-size industries but a SCADA system that is designed by using C# programming language would be cheaper and could perform the same. In this study, a SCADA sy

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Lysova, Natalya V. "DEVELOPMENT OF THE SCADA-SYSTEM ELEMENTS TO FORM A PAPER WEB FOR DYNAMIC DATA VISUALIZATION." Автоматизация процессов управления 2, no. 68 (2022): 29–36. http://dx.doi.org/10.35752/1991-2927-2022-2-68-29-36.

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Nowadays the introduction of intelligent technologies is closely connected with the development of modern information and control systems. Modern SCADA systems are an enabling technology for monitoring and control of dynamic systems in many industries. The article describes the main functions and features of SCADA systems and their typical structure. Italso deals with the important network technologies in systems controlled by SCADA systems and their application. The analysis shows that an integrated SCADA system into automated control systems is the basis for ensuring high economic performanc

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Khin, Pyone Ei Aung, Phyo Aung Nyan, and Lwin Htay Lwin. "Monitoring and Control of Solar Power System using Reliance SCADA." International Journal of Trend in Scientific Research and Development 3, no. 5 (2019): 787–90. https://doi.org/10.5281/zenodo.3589724.

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This system presents the monitoring and control of real time data acquisition of a solar power system in reliance SCADA. SCADA supervisory control and data acquisition systems are currently employed in many applications, such as home automation, greenhouse automation, and hybrid power systems. Commercial SCADA systems are costly to set up and maintain therefore those are not used for small renewable energy systems. This system demonstrates applying Reliance SCADA and Arduino Uno on a small photovoltaic PV power system to monitor the current, voltage, of the PV and battery and also control the

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Liu, Fang, and Hai Bao. "State Estimation and SCADA System Data Cooperation Problem Analysis." Advanced Materials Research 616-618 (December 2012): 2187–91. http://dx.doi.org/10.4028/www.scientific.net/amr.616-618.2187.

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Steady-state measurement value is the calculation premise of state estimation. However, power grid operates more often under dynamic state in actual practice. Thus, applying measured data from SCADA in state estimation directly lead to the incorrect and inaccurate calculation result. Based on the premise of state estimation calculation, the online electrical measurements and sampling methods are analyzed, and the deviation between real electrical values and sampling data is calculated. The cooperation problem between SCADA data and state estimation is proved using MATLAB/Simulink Software.

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Qiangqiang, Sun, Qiu Huijun, and Cai Meng. "Transmitting Systems Dynamics in SCADA using Uneven Sampling/ Cubic Spline Interpolation based Data Compression." Open Electrical & Electronic Engineering Journal 8, no. 1 (2014): 544–51. http://dx.doi.org/10.2174/1874129001408010544.

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Grasping power system dynamic information is helpful for dispatcher in the control center to take correct control action in time under emergency condition. Traditionally, Supervisory Control and Data Acquisition (SCADA) cannot transmit power system dynamics information since it updates system information once every several seconds. Based on the development of substation automation system, a data compression based approach is proposed in this paper to transmit power system dynamics information in existing SCADA. An uneven sampling is utilized to extract the feature points that determine the pro

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Iqbal, Amjad, and M. Tariq Iqbal. "Low-Cost and Secure Communication System for SCADA System of Remote Microgrids." Journal of Electrical and Computer Engineering 2019 (May 23, 2019): 1–12. http://dx.doi.org/10.1155/2019/1986325.

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Renewable energy-based local microgrids are gaining popularity despite the unavailability of low-cost, power efficient, and secure communication system for its supervisory control and data acquisition (SCADA) system. This research has been carried out to address this issue along with the additional features such as data uploading to a server through a gateway, local data logging, and alerting the concerned crew in case of any fault to minimize the outage time. This paper presents the design of a communication system for the SCADA system of microgrid. ESP32 with LoRa has been used for communica

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Fairs, Dhiya Mahdi, and Kasim Abdullah Ahmed. "USB Data Acquisition Using Peripheral Interface Control Microcontroller." Tikrit Journal of Engineering Sciences 20, no. 3 (2013): 10–21. http://dx.doi.org/10.25130/tjes.20.3.02.

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Supervisory Control and Data Acquisition (SCADA) systems have been widely used in industry applications. This paper describes design and implementation low-cost universal serial bus (USB) Data Acquisition (DAQ) which connected with computer through USB port and tested in SCADA system, the designed Data Acquisition build using new generation of microcontroller peripheral interface control PIC18F4550 which supported with USB module and it programmed in C-Language, the developed DAQ have 13 input analog channels and 16 digital I/O lines. At personal computer (PC) side, graphical user interface (G

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Ivanković, Igor, Domagoj Peharda, Damir Novosel, Ksenija Žubrinić-Kostović, and Ana Kekelj. "Smart grid substation equipment maintenance management functionality based on control center SCADA data." Journal of Energy - Energija 67, no. 3 (2022): 30–35. http://dx.doi.org/10.37798/201867371.

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Classic approach to preventive maintenance of equipment in power system substations was based on periodical maintenance according to regulations and best practices recommended by vendors. SCADA system in HOPS is used primary for real-time monitoring and control of the equipment in substations. Real time data available in SCADA databases contain useful information for substation maintenance optimization based on operational conditions. Malfunctions and failures in the substations are monitored via SCADA system. Analyses of these data can be used to evaluate maintenance strategy and plan the rec

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Wang, Shu Peng, Yi Fei Xu, Su Xia Ma, and Lin Hai Qi. "CIM/XML Format-Based SCADA Data Analysis and Application." Applied Mechanics and Materials 241-244 (December 2012): 3040–46. http://dx.doi.org/10.4028/www.scientific.net/amm.241-244.3040.

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With the putting forward and continuous expansion of the IEC 61970, the data interaction among heterogeneous system becomes possible, and continues to be put into practical application. In this paper, Firstly, CIM (common information model) was introduced, and the CIM/XML format was used to describe SCADA data. Secondly, SCADA data were analyzed and stored in database through the program. Finally, the specific application of analyzing SCADA data is described through the application in area of voltage Sag.

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Jaiad, Ahmad T., and Dr Seyed Vahab AL-Din Makki. "Implementation of SCADA System for Data Transmission 33/11 Kv Substation." Webology 19, no. 1 (2022): 1474–80. http://dx.doi.org/10.14704/web/v19i1/web19098.

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At a time when the world is looking to reduce the levels of electrical energy expenditure and control losses, in this research we will transfer the data of the 33/11 Kv distribution station using the SCADA system and by linking an optical cable instead of the previous wireless methods between the distribution station and the control center, and measure The speed of data transfer and comparison of the two cases, as well as analysis of the data sent to calculate the amount of increased energy and future electrical energy loading, calculate the amount of electrical energy consumption spent by the

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Zhou, Xiaojun, Zhen Xu, Liming Wang, Kai Chen, Cong Chen, and Wei Zhang. "APT Attack Analysis in SCADA Systems." MATEC Web of Conferences 173 (2018): 01010. http://dx.doi.org/10.1051/matecconf/201817301010.

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SCADA (Supervisory Control and Data Acquisition) systems play a significant role in ICS (Industrial Control System). Safety, security and stable operation is crucial to the SCADA system. However, SCADA system currently faces many security threats, of which the most harmful is the APT attack. This paper analyzes the attack surface and its own vulnerabilities of SCADA system, and analyzes the characteristics of APT attack comprehensively. Then the paper dissects the cases of real APT attack thoroughly and gives measures of SCADA security protection.

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Ndukwe, Cherechi, M. Tariq Iqbal, and Jahangir Khan. "An Open Source LoRa Based, Low-Cost IoT Platform for Renewable Energy Generation Unit Monitoring and Supervisory Control." Journal of Energy and Power Technology 4, no. 1 (2021): 1. http://dx.doi.org/10.21926/jept.2201007.

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SCADA provides real-time system monitoring by constant communication and data exchange between various system devices to achieve data visualization and logging. Presently, in industrial systems, commercial SCADA systems are being used for data monitoring and control. These systems can be expensive, and as such can only be afforded by select industries. Even at these costs, the commercial SCADA systems face some challenges, which include interoperability and scalability issues. Research has shown that these problems can be solved by the introduction of low-cost materials and open-source softwar

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Kumbhar, Girish, Tanmay Pisal, Aditya Shinde, and Rewa Joshi. "Energy Management System using PLC." SAMRIDDHI : A Journal of Physical Sciences, Engineering and Technology 17, no. 01 (2025): 7–10. https://doi.org/10.18090/samriddhi.v17i01.02.

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This paper presents the load control in the industry during peak hours by using PLC and monitors all load parameters of the motors on PC by using SCADA. The Energy management is the highest demand of the organizations to reduce their energy cost. Confirm to the regulatory requirements and improve their corporate image. The automation used in the industries has several benefits. To accomplish the automation in the industry we have knowledge of PLC and SCADA. PLC is a programmable logic controller which controls the load or machines in industry. PLC programming is done by using ladder logic. The

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Maria, Muntean, Ileană Ioan, Rotar Corina, and Rîșteiu Mircea. "BRAIN Journal - Data Mining Learning Models and Algorithms on a Scada System Data Repository." BRAIN. Broad Research in Artificial Intelligence and Neuroscience 1, SPECIAL ISSUE ON COMPLEXITY IN SCIENCES AND ARTIFICIAL INTELLIGENCE (2010): 91–99. https://doi.org/10.5281/zenodo.1036718.

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ABSTRACT This paper presents three data mining techniques applied on a SCADA system data repository: Na¨ıve Bayes, k-Nearest Neighbor and Decision Trees. A conclusion that k-Nearest Neighbor is a suitable method to classify the large amount of data considered is made finally according to the mining result and its reasonable explanation. The experiments are built on the training data set and evaluated using the new test set with machine learning tool WEKA.

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Thoullah, Chaidir Kurnia, and Itqan Tasyriqan. "ASESMEN KERENTANAN KEAMANAN INFORMASI SISTEM SCADA DENGAN METODE OCTAVE ALLEGRO." ICIT Journal 5, no. 2 (2019): 181–90. http://dx.doi.org/10.33050/icit.v5i2.433.

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System SCADA (Supervisory Control And Data Acquisition) merupakan sebuah system yang dibuat untuk pengambilan data, menyimpannya, analisa dan juga untuk mengendalikan suatu plant/system yang umumnya dilakukan secara jarak jauh. Untuk meningkatkan efisiensi, saat ini, system SCADA telah dipakai secara luas dalam berbagai bidang industry, seperti manufaktur, pembangkit listrik, oil & gas, telekomunikasi dan transportasi. Dalam perkembangannya, system ini tidak hanya terkoneksi secara intern saja, bahkan terkoneksi dengan internet untuk komunikasi antar komponennya maupun pengambilan informas

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Ertugay, Neşe, and Oğuz Bulut. "Assessing Water Losses in Drinking Water Distribution Systems Using the SCADA System: The Erzincan Case." European Journal of Research and Development 2, no. 2 (2022): 141–60. http://dx.doi.org/10.56038/ejrnd.v2i2.47.

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Reasons such as rapid population growth, urbanization, unconscious water use, environmental pollution, and changes in climate conditions increase water consumption, and water is consumed before completing its cycle in nature. This situation has directed the water producers to search for new resources in the face of increasing water demand and decreasing resources, but due to the high cost of the resource search, the water producers have turned to the understanding of reducing the high amounts of lost water and using water resources in a more planned and efficient manner. Minimizing water losse

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Aghenta, Lawrence Oriaghe, and Mohammad Tariq Iqbal. "Low-Cost, Open Source IoT-Based SCADA System Design Using Thinger.IO and ESP32 Thing." Electronics 8, no. 8 (2019): 822. http://dx.doi.org/10.3390/electronics8080822.

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Supervisory Control and Data Acquisition (SCADA) is a technology for monitoring and controlling distributed processes. SCADA provides real-time data exchange between a control/monitoring centre and field devices connected to the distributed processes. A SCADA system performs these functions using its four basic elements: Field Instrumentation Devices (FIDs) such as sensors and actuators which are connected to the distributed process plants being managed, Remote Terminal Units (RTUs) such as single board computers for receiving, processing and sending the remote data from the field instrumentat

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Patil, Ashish Babasaheb. "Supervisory Control and Data Acquisition for Motor Operation using Arduino." International Journal for Research in Applied Science and Engineering Technology 10, no. 4 (2022): 2602–5. http://dx.doi.org/10.22214/ijraset.2022.41845.

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Abstract: SCADA (Supervisory Control & Data Acquisition) is a combination of software as well as hardware elements that allows industrial organization to control industrial processes locally or at remote location. This system allows you to continuously monitor, gather, and process real-time data. Directly interact with devices such as sensors, motor drives, microcontroller and more through human-machine interface (HMI) software i.e., SCADA. This project also allows you to record events and log into a file such as Microsoft Excel. Keywords: SCADA, Arduino Uno, Arduino IDE, Motor Control &am

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Mate, Shrushti, Dr Mrs J. M. Bhattad, Pravin Kamble, Siddhant Bodade, and Sameer Dongre. "Low Cost Scada System for Micro Industry." International Journal for Research in Applied Science and Engineering Technology 11, no. 5 (2023): 2648–50. http://dx.doi.org/10.22214/ijraset.2023.52153.

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Abstract: The main goal of the project is to use a SCADA system to wirelessly handle real-time data acquisition. It is necessary to monitor all processes and control the elements affecting them because several processes are run simultaneously in large industries. We can achieve the goal by utilizing a technology like Wireless SCADA (Supervisory Control and Data Acquisition). The AT89S52 microcontroller is interfaced with temperature sensors. The microcontroller wirelessly transmits data continuously from the sensors, which is subsequently received at a corresponding USB type trans-receiver att

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Intan Puspitasari, Muhamad Ryan Agustin, Nuga Pratama, and Didik Aribowo. "Studi Kasus Simulasi Konfigurasi Jaringan Scada Antara Gedung A dan Gedung B Menggunakan Aplikasi Cisco Packet Tracer." Jurnal Teknik Mesin, Industri, Elektro dan Informatika 2, no. 2 (2023): 16–24. http://dx.doi.org/10.55606/jtmei.v2i2.1602.

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The purpose of this article aims to analyze technological developments in the industrial sector. SCADA requires a communication protocol. To increase efficiency in the industrial world, the SCADA system has been widely used in various industrial fields, such as manufacturing, power generation, oil and gas, telecommunications and transportation. Control over the arrangement of an electric power distribution network can be effective and efficient and will be equipped with a SCADA system. Control of the electric power network based on the SCADA system is really necessary considering that the grow

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Tian, Yan Feng, He Li, Zuo Xia Xing, and Gang Wang. "Research on Data Transmission and Information Integration Technology in the Distributed Wind Farm SCADA System." Applied Mechanics and Materials 543-547 (March 2014): 2641–46. http://dx.doi.org/10.4028/www.scientific.net/amm.543-547.2641.

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Distributed wind power is a new form of wind power generation, which under a limited transmission grid resources condition can makes full use of small wind resource. Therefore, it has economic and practical value to develop distributed wind farm. However, the SCADA system of distributed wind farm is the basic safeguard to ensure distributed wind farm to be safe, reliable and economical operation. Compared to other SCADA system, the SCADA system of distributed wind farm has difficulties in data transmission and information integration. This paper puts forward information integration technology

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Alakbarov, R. G., and M. A. Hashimov. "Application problems of cloud-based scada systems in the oil and gas industry." SOCAR Proceedings, no. 4 (December 30, 2023): 155–49. http://dx.doi.org/10.5510/ogp20230400928.

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SCADA (Supervisory Control and Data Acquisition) systems play an important role in the oil and gas industry providing real-time monitoring, control and data acquisition of critical infrastructure. Unlike traditional SCADA systems based on local hardware and software, cloud-based SCADA systems take advantage of cloud computing technologies for real-time data collection and management. Cloud-based SCADA systems offer many advantages due to their scalability, flexibility and cost-effectiveness. To take advantage of these advantages, it is required to solve a number of problems related to the appl

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Rustamova, Samina, and Farhad Rustamov. "Problems of integrating artificial intelligence with SCADA systems." ScienceRise, no. 2 (December 26, 2024): 106–17. https://doi.org/10.21303/2313-8416.2024.003691.

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The object of research: This study examines the integration of artificial intelligence (AI) with SCADA (Supervisory Control and Data Acquisition) systems in power plants to enhance automation and operational efficiency. Investigated problem: Key challenges include real-time data processing limitations, system incompatibilities, and security risks. The lack of standardized AI implementation frameworks further complicates seamless integration. The main scientific results: AI-driven SCADA systems improve predictive maintenance, optimize energy management, and enhance decision-making. Machine lear

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RUDIANSYAH, HENDY, FITRIA SURYATINI, ARIS BUDIYARTO, DINI HADIANI, and ALFIANSYAH HARGIATAMA SINATRIA. "Sistem SCADA Plant Testing Station dan Separating Station menggunakan SIMATIC WinCC." ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika 12, no. 1 (2024): 91. http://dx.doi.org/10.26760/elkomika.v12i1.91.

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ABSTRAKSIMATIC WinCC V7 merupakan sistem visualisasi SCADA yang digunakan untuk kontrol dan monitoring proses pada sistem SCADA Modular Production System (MPS) yang merupakan prototype dalam simulasi produksi. Penelitian ini bertujuan untuk mengimplementasikan software SIMATIC WinCC V7 dengan metode protokol komunikasi TCP/IP pada sistem SCADA plant Testing Station dan Separating Station. Hasil pengujian menunjukkan HMI SIMATIC WinCC V7 berhasil melakukan pengendalian dan pemantauan plant Testing dan Separating. Waktu delay transfer data PLC (Testing Station) ke PC (WinCC) yaitu 102 ms dan wak

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Mu’ammar, Rais, Prapto Nugroho, and Lesnanto Multa Putranto. "Design of SCADA based solar power plant for clean water irrigation system in remote areas." International Journal of Engineering & Technology 7, no. 4.44 (2018): 71. http://dx.doi.org/10.14419/ijet.v7i4.44.26867.

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The study aimed to design a supervisory control and data acquisition (SCADA) system to control solar power plants for clean water irrigation system during the dry season in remote areas. The SCADA system contrived is expected to be able to meet the main elements of the SCADA architecture. Accordingly, following steps were conducted, starting from designing the human machine interface (HMI) in the master station (MS), mapping out the microcontroller as a remote terminal unit (RTU) and designing the communication path between MS and RTU. Furthermore, the SCADA system was tested by the system tes

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Milani, Ali Eftekhari, Donatella Zappalá, Francesco Castellani, and Simon Watson. "Boosting field data using synthetic SCADA datasets for wind turbine condition monitoring." Journal of Physics: Conference Series 2767, no. 3 (2024): 032033. http://dx.doi.org/10.1088/1742-6596/2767/3/032033.

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Abstract State-of-the-art Deep Learning (DL) methods based on Supervisory Control and Data Acquisition (SCADA) system data for the detection and prognosis of wind turbine faults require large amounts of failure data for successful training and generalisation, which are generally not available. This limitation prevents benefiting from the superior performance of these methods, especially in SCADA-based failure prognosis. Data augmentation approaches have been proposed in the literature for generating failure data instances within a SCADA sequence to reduce the imbalance between healthy and faul

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Maldonado-Correa, Jorge, Marcelo Valdiviezo-Condolo, Estefanía Artigao, Sergio Martín-Martínez, and Emilio Gómez-Lázaro. "Classification of Highly Imbalanced Supervisory Control and Data Acquisition Data for Fault Detection of Wind Turbine Generators." Energies 17, no. 7 (2024): 1590. http://dx.doi.org/10.3390/en17071590.

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It is common knowledge that wind energy is a crucial, strategic component of the mix needed to create a green economy. In this regard, optimizing the operations and maintenance (O&M) of wind turbines (WTs) is key, as it will serve to reduce the levelized cost of electricity (LCOE) of wind energy. Since most modern WTs are equipped with a Supervisory Control and Data Acquisition (SCADA) system for remote monitoring and control, condition-based maintenance using SCADA data is considered a promising solution, although certain drawbacks still exist. Typically, large amounts of normal-operating

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Miao, Liu, Man Cang Yuan, Cheng Qiang Wang, and Rui Qiang Gao. "The Oil and Gas Pipeline SCADA System Based on Cloud Computing and the Scheduling Algorithm." Advanced Materials Research 1044-1045 (October 2014): 1406–10. http://dx.doi.org/10.4028/www.scientific.net/amr.1044-1045.1406.

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For improving the reliability and resource utilization of oil and gas pipeline Supervisory Control and Data Acquisition (SCADA) system, the application framework of oil and gas pipeline SCADA system based on cloud computing and a high reliability scheduling algorithm is proposed in the paper. Simulation results show the SCADA system based on cloud computing with new scheduling algorithm can realize history data backup in many computers and real-time data processed with primary-backup copy. So, the new application framework and new scheduling algorithm can provide better reliability and improve

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Nazmul, Hossain* Md. Alam Hossain Taposh Das Md. Tariqul Islam. "MEASURING THE CYBER SECURITY RISK ASSESSMENT METHODS FOR SCADA SYSTEM." Global Journal of Engineering Science and Research Management 4, no. 7 (2017): 1–12. https://doi.org/10.5281/zenodo.824955.

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The current situation with supervisory control and information procurement (SCADA) framework security is not similar with the vulnerabilities, dangers as on today and potential results. A large number of the SCADA frameworks are moderately shaky frameworks with endless and inescapable vulnerabilities. Seen data security dangers are once in a while talked about and assessed at administration level. Data security part of PC controlled basic foundations must be basically broke down. PC controlled foundations ought to be subjected to an extreme investigation. Challenges for SCADA framework securit

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Naveen, Kumar, and Gopal Singh Dr. "The Performance Analysis of Optimized Integrated Framework for Smart Grid." Indian Journal of Signal Processing (IJSP) 2, no. 3 (2022): 1–4. https://doi.org/10.54105/ijsp.D1010.082322.

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<strong>Abstract:</strong> Supervisory Control and Data Acquisition system are monitoring and controlling system. It focuses on the supervisory level, not the full control permissions. It is gathering real-time data with the help of several kinds of sensors. Internet of Things (IoT) is a three-dimension any time, any place anything connectivity for anything. This paper performing the comparison between the SCADA and optimization framework for smart grid. A power quality model is integrated with the optimization framework. Moreover, this paper focused on the comparison of optimized framework wi

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Li, Xing Quan, Si Jing Gao, and Chang Guo. "Application of SCADA System in City Gas Network." Advanced Materials Research 616-618 (December 2012): 2229–32. http://dx.doi.org/10.4028/www.scientific.net/amr.616-618.2229.

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The application of SCADA system in city gas network play an important role in solving problems of data acquisition, monitoring and control, scheduling and management in city gas network. To achieve the modernization of management of gas transmission and distribution scheduling, it is an inevitable trend to use the SCADA system.

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Vicente, Luís, Fernando Carreira, Francisco M. Campos, Mário J. G. C. Mendes, João M. F. Calado, and Gamboa Carvalho. "Supervision System 4.0 for a Road Tanker Washing Robot Manipulator." Applied Sciences 13, no. 14 (2023): 8500. http://dx.doi.org/10.3390/app13148500.

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The washing of road tankers is currently still a manual process that requires an operator to place the washing head into the tanks. To increase productivity and operator safety, it is essential to implement automated systems with Fault Detection and Isolation (FDI) capabilities. On the other hand, the industry 4.0 paradigm promotes the use of collaborative systems that integrate with the other organization’s processes. Realizing this new vision requires Supervision, Control and Data Acquisition (SCADA) systems with FDI modules that integrate with collaborative systems and promote the digitaliz

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Glennado, Miguel, Handy Wicaksono, and Tonny Leonard. "IMPLEMENTASI WONDERWARE SYSTEM PLATFORM PADA OTOMASI INDUSTRI MINUMAN." Jurnal Teknik Elektro 16, no. 1 (2023): 24–29. http://dx.doi.org/10.9744/jte.16.1.24-29.

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SCADA merupakan sistem yang digunakan untuk mengontrol dan memonitor proses dalam suatu industri. Wonderware System Platform merupakan salah satu sistem SCADA. Wonderware System Platform sebagai suatu sistem SCADA terdiri dari Historian sebagai data logger, Historian Client sebagai data reporting, DA Server sebagai perantara antara SCADA dengan PLC, dan InTouch sebagai antarmuka manusia dengan mesin. Industri di Indonesia pada umumnya masih memanfaatkan InTouch stand-alone dimana tidak memiliki beberapa fitur-fitur penting pada System Platform. Oleh karena itu, dilakukan penelitian ini untuk m

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Marpaung, Noveri Lysbetti, Edy Ervianto, Rahyul Amri, and Hayatul Illahi. "Analysis of SCADA Application on Distribution System Reliability." International Journal of Electrical, Energy and Power System Engineering 3, no. 2 (2020): 46–52. http://dx.doi.org/10.31258/ijeepse.3.2.46-52.

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Reliability of Electrical Power Distribution to consumer is strongly influenced by its distribution system. Therefore, electrical power distribution system with high reliability is needed. In distribution of electrical power, reliability level of distribution system is very necessary, because it is influential strongly factor towards continuity of electrical energy distribution to consumers. Parameters can be used to determine reliability level of Electrical Power Distribution System are SAIDI, SAIFI, and CAIDI. SCADA on Electrical Power Ditribution System is needed because it can monitor, con

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Burgess, Edward, Edward Heyob, Hunter Kelly, David Bukovac, Li Zhang, and Gregory Barden. "Leveraging SCADA Data to Enhance Collection System Model Reliability." Proceedings of the Water Environment Federation 2012, no. 16 (2012): 1270–94. http://dx.doi.org/10.2175/193864712811741188.

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Lal Purohit, Narayan, and Ans hika. "Data Acquisition of Solar Power Plant Using Scada System." International Journal of Engineering Trends and Technology 23, no. 4 (2015): 189–94. http://dx.doi.org/10.14445/22315381/ijett-v23p237.

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Toma, Cosmin-Ionuț, Mihaela Popescu, Mihăiță Daniel Constatinescu, and Gabriel Cosmin Buzatu. "Configuration of SCADA System Graphical User Interface for Electrical Station." Annals of the University of Craiova Electrical Engineering Series 47 (December 22, 2023): 88–94. http://dx.doi.org/10.52846/aucee.2023.14.

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In order to efficiently and practically solve the problem of analyzing the performance of the SCADA (Supervisory Control and Data Acquisition) system of the power grid, this paper proposes to reconfigure the graphical user interface (GUI) in the substation, as well as to remap the signals according to the hardware structure used. After replacing the hardware solution with PLC and software for protocol conversion installed on the local HMI with a specialized remote terminal unit for data storage and protocol conversion in the substations, it is important to adapt the graphical user interface of

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Khairuddin, Muhammad, Zakiyah Amalia, Edi Sulistyo Budi, Adelia Dwi Puspitasari, Alfiandi Aulia Rahmadani, and Firman Bagus Prasetyo. "Implementasi sistem SCADA dengan metode kontrol PID pada motor DC penggerak conveyor belt." JURNAL ELTEK 20, no. 2 (2022): 41. http://dx.doi.org/10.33795/eltek.v20i2.353.

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Sistem SCADA (Supervisory Control and Data Acquisition) merupakan teknologi komputer yang banyak digunakan pada sistem kendali di dunia industri saat ini. Pada penelitian ini sistem SCADA digunakan pada plant motor penggerak konveyor karena plant tersebut sangat banyak digunakan di industri, hampir semua jenis industri menggunakan konveyor untuk memindahkan barang dari satu tempat ketempat lainnya. Implementasi kontrol yang digunakan pada penelitian ini adalah metode kontrol PID (Proportional Integral Derivative) yang akan mengoreksi error secara otomatis dari pengukuran variabel input sensor

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Adianto, Alfret, Emilia Roza, Masbah Rotuanta Tagore Siregar, Agus Sofwan, and Harry Ramza. "Implementation of SCADA with Improvement of DKI Jakarta Flood Control Monitoring System." TIME in Physics 2, no. 2 (2024): 96–110. https://doi.org/10.11594/timeinphys.2024.v2i2p96-110.

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SCADA (Supervisory Control and Data Acquisition) is a system that can supervise, control and acquire data on a plant. This system uses a computer to display the status of sensors and actuators in a plant, display them in graphical form and store them in a database. Generally, this computer is connected to a Programmable Logic Control (PLC) controller through a certain communication protocol (serial communication). This Engineering Practice Report discusses the improvement of the Jakarta flood control monitoring system uses the SCADA system where currently the use of SCADA is only limited to th

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Chen, Huanguo, Jie Chen, Juchuan Dai, Hanyu Tao, and Xutao Wang. "Early Fault Warning Method of Wind Turbine Main Transmission System Based on SCADA and CMS Data." Machines 10, no. 11 (2022): 1018. http://dx.doi.org/10.3390/machines10111018.

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The main transmission system of wind turbines is a multi-component coupling system, and its operational state is complex and varied. These lead to frequent false alarms and missed alarms in existing monitoring systems. To accurately obtain the operational state of the main transmission system and detect its abnormal operation, an early fault warning method for the main transmission system based on SCADA and CMS data is proposed. Firstly, the SCADA and CMS feature parameters relevant to the operating status of the main transmission system are selected by two different methods separately, and th

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Ahsan, Luqman, Mirza Jabbar Aziz Baig, and Mohmmad Tariq Iqbal. "Low-Cost, Open-Source, Emoncms-Based SCADA System for a Large Grid-Connected PV System." Sensors 22, no. 18 (2022): 6733. http://dx.doi.org/10.3390/s22186733.

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This article describes a low-cost Supervisory Control and Data Acquisition (SCADA) system for a PV plant with local data logging. Typically, SCADA systems that are available on the market are proprietary (commercial), which are expensive and individually configured for a particular site. The main objective of this paper is to design a low-cost and open-source monitoring solution (hardware and software) to meet the requirements. The hardware used for this SCADA consisted of Arduino, Raspberry Pi, sensors, serial communication cables, and an open-source web view platform. This open-source platfo

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Smith, P. J., S. Vigneswaran, H. H. Ngo, H. T. Nguyen, and R. Ben-Aim. "Application of an automation system and a supervisory control and data acquisition (SCADA) system for the optimal operation of a membrane adsorption hybrid system." Water Science and Technology 53, no. 4-5 (2006): 179–84. http://dx.doi.org/10.2166/wst.2006.122.

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The application of automation and supervisory control and data acquisition (SCADA) systems to municipal water and wastewater treatment plants is rapidly increasing. However, the application of these systems is less frequent in the research and development phases of emerging treatment technologies used in these industries. This study involved the implementation of automation and a SCADA system to the submerged membrane adsorption hybrid system for use in a semi-pilot scale research project. An incremental approach was used in the development of the automation and SCADA systems, leading to the d

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ABADI, SAROSA CASTRENA, NUR WISMA NUGRAHA, IRFAN AHMAD DHIMYATI, and ADE HASAN SUMARSO. "Penerapan Human Machine Interface Berbasis Augmented Reality pada Sistem SCADA Modular Production System." ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika 11, no. 2 (2023): 285. http://dx.doi.org/10.26760/elkomika.v11i2.285.

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ABSTRAKPenerapan teknologi digital pada sistem SCADA dapat dilakukan dengan menampilkan user interface dengan metode Augmented Reality yaitu suatu teknologi yang menggabungkan suatu objek nyata dan objek virtual secara realtime. Penelitian ini bertujuan untuk mengimplementasikan HMI NodeRED dengan metode pengamatan Augmented Reality pada Sistem SCADA Modular Production Systems (MPS) bagian Testing dan Handling Station. Hasil pengujian menunjukkan sistem berhasil melakukan kontrol dan monitoring plant Testing dan Handling Station melalui Webview Augmented Reality. Nilai rata-rata waktu pengirim

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