A. Basati, N. Bazmohammadi, J. Guerrero, J. Vasquez
{"title":"Real-Time Estimation in Cyber Attack Detection and Mitigation Framework for DC Microgrids","authors":"A. Basati, N. Bazmohammadi, J. Guerrero, J. Vasquez","doi":"10.1109/EPE58302.2023.10149293","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149293","url":null,"abstract":"DC microgrids (DCMGs) recently have a wide range of applicability in modern power systems due to their compatibility with advanced distributed control strategies. However, the distributed control schemes bring significant challenges to the system operation due to their high dependency on data transmission through communication networks, making them vulnerable to cyber-attacks. Because of their wide range of applications, cyber-attack detection in DCMGs has recently gained considerable attention. In most machine learning (ML)-based cyber-attack detection algorithms, accurate real-time output estimation with a low computation burden is critical. In this paper, an Adaptive Neuro-Fuzzy Inference Systems (ANFIS)-based real-time estimator is proposed for DCMGs. The proposed technique is used in a cyber-attack detection and mitigation framework to estimate output voltage and current for DC/DC converters with acceptable accuracy and computational cost. Cyber-attack detection has been achieved through residual analysis, comparing the estimated and measured data. Finally, the effectiveness of the proposed ANFIS-based real-time estimator for the ML-based cyberattack detection frameworks is validated in a MATLAB/Simulink testbed and compared to other supervised ML algorithms.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126089699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Grid Connection Studies for PV Power Plant in Medium Voltage Distribution Network","authors":"G. G. Moshi, E. V. Mgaya, Sithole Edwin Mwakatage","doi":"10.1109/EPE58302.2023.10149289","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149289","url":null,"abstract":"Grid connection studies are among the key requirements of detailed feasibility study for grid connected PV power plant. This paper presents design of 10 MWp PV power plant for Kikuletwa Renewable Energy Center located at Kilimanjaro region in Tanzania. Results from the designed PV plant and distribution network data are applied to perform detailed grid interconnection studies in order to evaluate technical performance of the plant as per standards and the current national grid code in Tanzania. The PV plant and existing Medium voltage distribution network are modelled in Electrical Transient Analysis Program (ETAP) software. Then, load flow, short circuit, power quality and stability analysis studies are performed. Results of the studies are applied to evaluate technical feasibility of interconnecting the designed 10 MW PV plant to the distribution network. The study demonstrate relationship between sizing of large scale PV power plant and grid interconnection studies. It is confirmed that load flow, bus voltages, short circuit currents and transient stability of the system are within the required national grid code and standards limits. Interconnection of PV power plant has enabled injection of 4.38 MW into the main grid and improvement of voltage profile of several feeders in the distribution network by 2%-4%. It is recommended to install harmonic filter at PV power plant substation bus bar in order to reduce the Total Harmonic Distortion (THD) to less than or equal to 5% as required by standards.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125258651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Electrical Type Testing of Low and Medium Voltage Cables","authors":"Attila Kment, M. Pípa","doi":"10.1109/EPE58302.2023.10149228","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149228","url":null,"abstract":"Paper provides a closer look into the results obtained by working on project called: \"Research and optimization of the construction and material composition of cables for demanding environment concepts Industry 4.0\" It is focused on testing workplaces designed and implemented for electrical type testing. After presenting the test results of low-voltage cable sample with hardened insulation, the results for a medium-voltage cable sample produced with adjusted production technology settings follow.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130475412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Wireless Power Transfer System Design for Industrial Mobile Robots – Initial Study","authors":"Przemyslaw Krupiarz, J. Zygarlicki","doi":"10.1109/EPE58302.2023.10149282","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149282","url":null,"abstract":"This paper presents an initial study of Wireless Power Transfer systems design for Industrial Mobile Robots. Prerequisite for all industrial applications is that it shall be able to perform constantly, whereas currently the Industrial Mobile Robots must stop at fixed location to charge batteries. The time that robots are unutilized therefore should be minimized, to which we propose possible solutions. The designs apply an additional, intermediate energy buffer that increases the maximum applicable current. The proposed systems are split in two categories based on location, the first is a fixed, stationary type and the second is a type of phased array system built-in the plant floor.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131516200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation IEC 61850 Protocols based Protection Schemes of Digital Substation","authors":"Mayada Daboul, J. Orságová","doi":"10.1109/EPE58302.2023.10149234","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149234","url":null,"abstract":"Although IEC 61850 GOOSE and Sampled values (SVs) have demonstrated to be highly reliable for use in multiple applications, many users still experience fears and challenges with the actual transition to digital substation based on IEC 61850 communication protocols. Therefore, more experimental studies and research are needed to encourage the deployment of digital stations rather than traditional ones. This paper aims to evaluate IEC 61850 technique for digital substation in comparison to conventional methodology. This paper describes in detail how IEC 61850 GOOSE and SV can be implemented for protection schemes as part of the continuing efforts to digitize stations. The work outlines the hardware & software implemented and analyses the laboratory testing results.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121351261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Extreme Weather Effects on Transmission Grids and the Potential of the Utilization of Real Time Monitoring for Smart Grids Applications","authors":"M. F. Abdel-Fattah, Grétar Áss Sigurðsson","doi":"10.1109/EPE58302.2023.10149280","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149280","url":null,"abstract":"Extreme weather events are increasing and becoming more frequent because of global warming and hence the exposure of transmission lines can have detrimental effects on our modern power systems. The power systems and especially transmission lines were designed for expected weather conditions and the rapid change in weather is putting a real strain on the transmission line grid. The transmission lines have not changed fundamentally in the last 100 years, and they have not been considered when it comes to advancements in technology over the last few decades. There are no common practices in monitoring transmission lines, but recent advancement has finally made real time monitoring a financially reasonable decision. This paper will review different extreme weather events and how they can affect transmission lines and how the real time monitoring of these effects could be utilized for smart grid applications in transmission grids.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115695169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Validation of partial discharge calibrators for small charge rates","authors":"R. Procházka, J. Hlavacek","doi":"10.1109/EPE58302.2023.10149257","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149257","url":null,"abstract":"Partial discharge measurement is one of the standard tools for diagnosing the state of high-voltage insulation systems. Before the measurement, it is necessary to calibrate the entire circuit using a calibrator that generates an accurate charge value. There are now emerging requirements to increase the verification accuracy of these calibrators for charge values less than a few pC. In this paper, a comparison is made between two possible calibration procedures, namely the numerical integration method and the procedure using special charge-sensitive amplifiers. The comparison is made based on uncertainty analysis and practical laboratory measurements. The results show that the use of charge-sensitive amplifiers brings a significant reduction of the calibration uncertainty in the small charge region.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125229031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Tanchak, J. Adam, K. Katovský, R. Holomb, I. Haysak, Vasyl Martishichkin, N. Singh, Ajay Kumar
{"title":"Transmutation of 239Pu irradiated by 660 MeV protons","authors":"A. Tanchak, J. Adam, K. Katovský, R. Holomb, I. Haysak, Vasyl Martishichkin, N. Singh, Ajay Kumar","doi":"10.1109/EPE58302.2023.10149256","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149256","url":null,"abstract":"Today, one of the problems related to nuclear energy is the question of the utilization of plutonium from spent nuclear fuel, which has a relation to the problem of nuclear weapons and environmental protection. Nuclear transmutation of long-lived fission products is one of the great solutions to these problems. Transmutation is also the basic process of accelerator driven systems. It is claimed that the ADS offer new prospects and advantages for the reprocessing of high-level radioactive waste. Therefore, the study of plutonium spallation reactions by protons and/or neutrons is of great significance. In can bring a better understanding of the processes related to the issue. Paper describes cross-sections of fission and spallation reactions of a plutonium target irradiated with a proton beam with an energy of 660 MeV. Cross-section and reactions’ yields determination consists of three parts: experiment, data processing, and mathematical simulating the problem.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123396084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Aspects of grid-connected converters and their inherent influence on the power grid","authors":"Maximilian Heinz Brestan, R. Schuerhuber","doi":"10.1109/EPE58302.2023.10149242","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149242","url":null,"abstract":"Conventional power plants can be roughly unified with respect to the operational behavior of the synchronous machine (SM). Independent of the operation state, the machine’s operation can accurately be described with fundamental mathematical approaches. In a big contrast, such mathematical formulations are not suitable for converter-based generation units. In dependency of applied converter control strategies, hardware and control algorithms, the converter’s operational behavior can vary on a broad spectrum. In order to incorporate renewable energy sources (RES) like wind or photovoltaic into the electric power grid, converters are necessary. Therefore, the integration of RES into the electric grid leads to large-scale operational changes for grid operators. Changes in the electric power grid can especially be observed while considering system inertia or stability, short circuit characteristics and power system protection.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114851984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Testing of Airport Runway Lighting Cables","authors":"Attila Kment, M. Pípa, Rastislav Valach","doi":"10.1109/EPE58302.2023.10149263","DOIUrl":"https://doi.org/10.1109/EPE58302.2023.10149263","url":null,"abstract":"Nowadays, in demanding conditions of the 4th industrial revolution optimization of materials, manufacturing processes and production cost are come more and more to the fore. Paper provides an insight into the topic of cables for lighting airport runways. After summarizing the most important insulation materials used in medium-voltage airport cables, their general electrical parameters are described. Five samples produced with different technologies and design specifications were subjected to a non-destructive partial discharge measurement test, and the sample with best results was tested in the scope of electrical type test.","PeriodicalId":210548,"journal":{"name":"2023 23rd International Scientific Conference on Electric Power Engineering (EPE)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129980368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}