Mykola Kozlenko, Ihor Lazarovych, Valerii Tkachuk, V. Vialkova
{"title":"Software Demodulation of Weak Radio Signals using Convolutional Neural Network","authors":"Mykola Kozlenko, Ihor Lazarovych, Valerii Tkachuk, V. Vialkova","doi":"10.1109/ESS50319.2020.9160035","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160035","url":null,"abstract":"In this paper we proposed the use of JT65A radio communication protocol for data exchange in wide-area monitoring systems in electric power systems. We investigated the software demodulation of the multiple frequency shift keying weak signals transmitted with JT65A communication protocol using deep convolutional neural network. We presented the demodulation performance in form of symbol and bit error rates. We focused on the interference immunity of the protocol over an additive white Gaussian noise with average signal-to-noise ratios in the range from −30 dB to 0 dB, which was obtained for the first time. We proved that the interference immunity is about 1.5 dB less than the theoretical limit of non-coherent demodulation of orthogonal MFSK signals.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134200973","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}
V. Kulyk, O. Burykin, Juliya Malogulko, Vladyslav Hrynyk
{"title":"Anticipatory control of transit power flows from the renewable energy sources in electric power system","authors":"V. Kulyk, O. Burykin, Juliya Malogulko, Vladyslav Hrynyk","doi":"10.1109/ESS50319.2020.9160115","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160115","url":null,"abstract":"An anticipatory control method for optimizing transit power flows in the electrical power system (EPS) caused by renewable energy sources (RES) is proposed. For the organization of control, the forecasted RES generation schedules obtained on the base of retrospective data and forecast meteorological parameters are used. It is proposed to use the algorithm of the electric grid state estimation on the basis of the method of least squares in order to reconcile the forecasted schedules of electricity input and output within the information window of control. It is proposed to determine the power losses from the transit flows of RES for individual time slice by the method of overlapping with the preliminary linearization of the steady-state EPS model. This approach makes it possible to detect electricity transactions from RES in certain lines and intersections, to identify strong links between the generation of such sources and the optimal parameters of the EPS regulators. This improves the accuracy of short-term forecasting of EPS mode parameters and the adequacy of the formation of control effects for transit power flows optimization based on the minimum power loss criterion.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129240407","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}
M. Rezinkina, O. Rezinkin, Igor Karpaliuk, V. Grabko
{"title":"Control and Monitoring of Power Transmission Lines Condition over Wide Area with the Help of UAVs","authors":"M. Rezinkina, O. Rezinkin, Igor Karpaliuk, V. Grabko","doi":"10.1109/ESS50319.2020.9160150","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160150","url":null,"abstract":"Usage of unmanned aerial vehicles (UAVs) is one of the advanced methods of power transmission lines (PTLs) monitoring over wide area. For providing UAVs electromagnetic compatibility with strong PTLs electric field (EF) mathematical modelling may be used. For such modelling, analytical and numerical calculation are applicable. As processes of corona discharges formation are factors that deteriorate electrical energy quality, their monitoring with the help of UAVs is an important task. For this, physical and mathematical modeling of electrical physical processes at corona discharges in power electric engineering installations as well as their acoustic characteristics have been investigated.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131790112","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":"Speed Control System of Synchronous Motor Drives with Field Weakening using the Concept of Inverse Problems of Dynamics","authors":"M. Ostroverkhov, M. Buryk","doi":"10.1109/ESS50319.2020.9160008","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160008","url":null,"abstract":"Speed control system of surface permanent magnet synchronous motor (SPMSM) drives with field weakening is presented. The control algorithms for electromechanical coordinates are synthesized using the concept of inverse problems of dynamics. This concept allows obtaining robust algorithms for controlling the components of the vector control system that are provided stability of dynamic characteristics in the conditions of changing the parameters of the control object in the proposed range. The quality of the automatic control system is evaluated using mathematical modeling. Effectiveness of the applied method control of electromechanical coordinates of electrical drive has confirmed research data.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"123 7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124646577","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":"Energy Efficiency Analyses in Polygeneration Microgrids with Renewable Sources","authors":"V. Kaplun, V. Osypenko","doi":"10.1109/ESS50319.2020.9160346","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160346","url":null,"abstract":"this article is devoted to increasing the efficiency of the use of renewable energy in polygeneration Microgrid as a combined power system for local objects with renewable sources. The development of combined power systems has led to a number of fundamental issues related to the lack of a decision-making system on the choice of structure and the ratio of capacities power generation sources at the design stage. Today's development of polygeneration Microgrids is due to the possibility of technical and informational support for the formation of the energy balance of local objects with the least capital expenditure on their implementation. Principles of optimal formation of polygeneration Microgrid structure with heterogeneous energy sources are not only in substantiating the choice of their type or capacities, and the ratio of these capacities to achieve the minimum electricity cost for the intended period of operation. The proposed method is implemented using inductive technologies of information system-analytical modeling of the energy balance of a local object polygeneration Microgrid with stochastic function renewable sources. These results can be applied in the feasibility polygeneration Microgrids studies at the predesign stage and development of systems of dynamic intellectual control of electricity consumption in networks with renewable sources. This will enable the maximum share of renewable sources in the energy balance of the Microgrid and increase its efficiency.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116016018","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}
O. Dovgalyuk, R. Bondarenko, I. Yakovenko, E. Dyakov, Yuriy Pryvalov
{"title":"Optimization of Extra High Voltage Transmission System Modes","authors":"O. Dovgalyuk, R. Bondarenko, I. Yakovenko, E. Dyakov, Yuriy Pryvalov","doi":"10.1109/ESS50319.2020.9160138","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160138","url":null,"abstract":"The voltage change dependence in the nodes of extra high voltage transmission system on the transmission line length and on the capacities passing through value it is analyzed. The 750 kV power transmission line work has been analyzed for different variants of the compensating devices installation at substations. The optimal variant of the thyristor compensators and shunt reactors location has been selected, the possibilities of the modern systems automation introduction to increase the power management efficiency in the energy system have been suggested.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121065208","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}
V. Popov, V. Tkachenko, M. Fedosenko, O. Yarmoliuk, I. Frolov
{"title":"Optimal Distribution Networks Sectionalizing to Comply Smart Grid Concept","authors":"V. Popov, V. Tkachenko, M. Fedosenko, O. Yarmoliuk, I. Frolov","doi":"10.1109/ESS50319.2020.9160250","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160250","url":null,"abstract":"The protective devices and switches play an important role in the reliability of electrical distribution systems as they allow to minimize negative effects of electricity interruptions. In this paper, a novel approach to identification of the type and location for protection devices on distribution systems is proposed. The proposed approach is based on a greedy optimization algorithm. The efficiency and validity of the proposed method are demonstrated in case studies.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"275 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133869774","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}
B. Basok, M. Novitska, I. Bozhko, V. Priemchenko, Myroslav Tkachenko
{"title":"Smart geothermal ventilation system","authors":"B. Basok, M. Novitska, I. Bozhko, V. Priemchenko, Myroslav Tkachenko","doi":"10.1109/ESS50319.2020.9160244","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160244","url":null,"abstract":"The paper describes the control scheme for an earth air heat exchanger based on the Internet of Things principle. Experimental studies have shown that geothermal ventilation is energy-saving technology. It is advisable to recommend such a system in the case of energy-efficient construction and reconstruction of existing facilities, both residential and public buildings.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"229 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131747006","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":"Corona Discharge Power Losses Measurement Systems in Extra High Voltage Transmissions Lines","authors":"V. Kuchanskyy, I. Zaitsev","doi":"10.1109/ESS50319.2020.9160088","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160088","url":null,"abstract":"In paper present the problem of non-contact measurements of the electric field is very relevant. Such measurements are necessary for remote monitoring of powerful power plants, including power line parameters such as discharge to the corona. In the paper the sequence of calculation power losses of corona discharge is presented. The power losses of corona discharge for extra high voltage transmission lines are calculated. In the work, a system for determining power losses per corona is introduced, the principle of operation of which is based on modern optical means for measuring electric field strength. Shown on the example of really working lines are the values of power losses per corona. To solve the problem of finding the functional dependence of losses on the corona from the voltage and other parameters, it is necessary to create and apply methods and means. After the adopted comments, the work focuses on the urgency of the problem of monitoring the total losses of active power, primarily losses on corona wires. Monitoring the values of power losses per corona by isolating them from the total ones by preliminary measuring the power at the ends of the line is not automated and does not allow real-time use of effective measures and technical means to increase the efficiency of the ultra-high voltage power line. The paper presents the results of calculations through experimental and analytical derived formulas to determine the total, technological and power losses per corona. Based on the results obtained, a comparative analysis of calculations by formulas for subsequent verification was made with the developed system for measuring power losses per corona.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114814010","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}
Ivan Shapoval, V. Mykhalskyi, M. Artemenko, V. Chopyk, S. Polishchuk
{"title":"Compensation of Current Harmonics by means of Multiple Generation System with Doubly-Fed Induction Generators","authors":"Ivan Shapoval, V. Mykhalskyi, M. Artemenko, V. Chopyk, S. Polishchuk","doi":"10.1109/ESS50319.2020.9160238","DOIUrl":"https://doi.org/10.1109/ESS50319.2020.9160238","url":null,"abstract":"The paper presents the topology of a system of power generation connected to a grid based on two doubly-fed induction generators (DFIG) with selective current harmonic compensation capabilities. The scheme uses a grid-side converter supplying DC voltage with two rotor-side converters. A grid-side converter is linked to the network as well as each of the rotor-side converters are associated to the respective generator rotor. DFIG's basic control algorithm aims primarily to obtain maximum power output of wind at variable wind speeds. The possibility of improving the electric energy quality within the power of the converter is realized by compensating the grid current harmonics. The control purpose of the rotor-side converter is to generate a maximum of active power and improve quality of power. The harmonic components of the current are distributed for compensation by two generators separately. To demonstrate the usefulness of the scheme the whole generation system is simulated. The results of simulation are presented.","PeriodicalId":169630,"journal":{"name":"2020 IEEE 7th International Conference on Energy Smart Systems (ESS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114822956","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}