Abstract: The subject of the research is the problem of monitoring and troubleshooting in distributed high-load systems. The most common mistakes in design and development, methods of their forecasting and solutions are described. In this article, the author describes the most popular tools that are currently used in the development of high-load systems and the main mistakes when working with them from a developer's point of view.This article describes a set of tools, the implementation of which can significantly reduce the time spent searching for vulnerabilities, describes the difficulties in choosing a set of metrics technologies - ELK / EFK, describes their advantages and disadvantages. The analogs of the tools used are analyzed in detail. The main conclusions in the work are:- the need to develop the infrastructure for monitoring the system from the beginning of the project development, due to which it is possible to correct the high complexity of the project at the stage of its development.- it is necessary to use the most popular tools for which there is a large amount of information in open sources, for example, on the Internet. This approach will reduce the time spent on fixing errors that can be caused by a specific set of tools.- the company needs not to save on highly qualified personnel, which in the future will save a lot of time on fixing problems, reduce the time for developing new functionality and allow spending a minimum of time to support and test the already developed functionality.- when analyzing problems, it is worth paying attention to public resources in which other companies, most likely, have already solved similar problems. For example, the Facebook company has been dealing with the monitoring problem for a long time and has developed a large number of tools to solve this problem. They also collect a large number of system records for analyzing the behavior of the system under any circumstances.

Keywords: quality control, testing, black box, white box, EKF, ELK, metrics, hightload system, monitoring, architecture

References:
Elektronnyy resurs, Sistemnoe administrirovanie, rezhim dostupa https://serveradmin.ru/ustanovka-i-nastroyka-elasticsearch-logstash-kibana-elk-stack/
Sil'nov D.S. Aktual'nost' sovremennykh sistem udalennogo monitoringa vychislitel'nykh resursov [TEKST]/Sil'nov D.S. - Sankt-Peterburg, izvestiya RGPU im. a.i. Gertsena, 2020, 55-59
Elektronnyy resurs, ofitsial'nyy sayt Kibana, rezhim dostupa https://www.elastic.co/kibana
Elektronnyy resurs, ofitsial'nyy sayt Zabbix, rezhim dostupa https://www.zabbix.com/ru/
Elektronnyy resurs, zhurnal pol'zovatel'skikh publikatsiy, stat'ya monitoringa v Google https://habr.com/ru/post/484246/
Elektronnyy resurs, ofitsial'nyy sayt github - razrabotki Facebook, rezhim dostupa https://github.com/facebook
Elektronnyy resurs, ofitsial'nyy sayt MTS POISK, rezhim dostupa https://poisk.mts.ru/
Petrov V.V. Sbor, Analiz i filtratsiya bol'shikh dannykh s pomoshch'yu steka ELK [TEKST]/ Petrov V.V. - Colloquium-journal, 2019 - Ukraina, Golaya Pristan', Colloquium-journal, 2020
https://cyberlenin

Abstract: The subject of this article is on-board information control systems that ensure the movement of heavy vehicles in a convoy with the driver only in the first car, as well as cruise control systems, including adaptive and intelligent ones. The purpose of the article is the formation of the specified on-board system of a heavy truck, which includes both a set of algorithms and key functions that implement movement in a column, and a list of used categories of sensors. All considered functions are arranged hierarchically at three levels: strategic, tactical and operational. The study collected both theoretical and practical information provided by automakers, revealing the essential content of onboard information systems and cruise control. The novelty of the study lies in the fact that the model of intellectual cruise control has been improved, providing movement of heavy vehicles in a convoy, if there is a driver only in the first car. The proposed model includes the hierarchical architecture of the on-board information management system, key algorithms and sensors for its implementation.

Keywords: airborne management information system, control algorithm, sensor, movement in the column, unmanned motion, Cruise control, adaptive cruise control, intellectual cruise control, heavy vehicle, hierarchical architecture

References:
Terano T., Asai K.,Sugeno M. Prikladnye nechetkie sistemy. M.: Mir. 1993. 368 s.
Fishetti M. Navigatsiya budushchego // V mire nauki. 2008. ¹ 2. S. 84-89.
Sosnen D.A., Yakovlev V.F. Noveyshie avtomobil'nye elektronnye sistemy. M.: SOLON-Press, 2005. 240 s.
Sotskov D.A., Mishulin Yu.E., Timofeeva S.I. Povyshenie effektivnosti raboty sistemy «avtostop» IRM v ekstrennykh situatsiyakh // Sostoyanie i perspektivy razvitiya sredstv razvedki i preodoleniya minno-vzryvnykh zagrazhdeniy: sbornik dokladov nauchno-prakticheskoy konferentsii. FGU «15 TsNIII Minoborony Rossii». Nakhabino, 2009. S. 59–63.
Sysoeva S. Aktual'nye tekhnologii i primeneniya datchikov avtomobil'nykh sistem aktivnoy bezopasnosti. Chast' 7. Aktivnye IK sistemy: lidary, sistemy nochnogo videniya, 3d – kamery // Komponenty i tekhnologii. 2007. ¹ 69. S. 19-26.
Osnovy tekhnicheskoy diagnostiki // Modeli ob'ektov, metody i algoritmy diagnoza; pod red. P.P. Parkhomenko. M.: Energiya, 1976. 464 s.
Parnes M. Primenenie radarnykh datchikov v avtomobile // Komponenty i tekhnologii

Abstract: The object of research in this work are the control systems of complex technical complexes. The subject of research is the methodology for developing control systems for complex technical complexes. The developed methodology for creating a control system for complex technical complexes is based on the idea of generating a sequence of mappings of conceptual models into infological models and, further, into datalogical models. Previously, the author presented conceptual and infological modeling and the mathematical models corresponding to these levels, as well as the relations between them, that is, mathematical categories. The developed methodology for creating a control system for complex technical complexes is based on the methods of the theory of mathematical categories. The categories presented in the datalogical representation have two levels of abstraction. The main findings of the study:1. A unified description of families of inhomogeneous mathematical models reflecting a different level of abstraction (generalization) at the stage of the datalogical presentation of subject problems makes it possible to create formulations for the general definition of models with a description of their structure.2. The developed method of datalogical modeling provides all the possibilities for providing customization on specific software and hardware tools for implementing a control system for complex technical complexes.

Keywords: computer-aided design, control systems, datalogical modeling, infological modeling, conceptual modeling, abstract levels, mathematical model, mathematical category theory, display, technical complex

References:
Kishkin V.L., Narits A.D. Evolyutsiya programmno-tekhnicheskikh sredstv urovnya avtomaticheskogo upravleniya ASU TP atomnykh i teplovykh elektrostantsiy//Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioelektroniki. 2015. - ¹ 2 (88). - S. 13-15.
Sviderskiy A.G., Bilenko V.A., Anan'ev A.A. Avtomatizatsiya Rossiyskoy energetiki: novye zadachi, novye resheniya//Teploenergetika. -2013. - ¹ 10. - S. 3.
Makleyn S. Kategorii dlya rabotayushchego matematika/Perevod s angl. pod red. V.A. Artamonova. - M.: Fizmatlit, 2004. - 352 s.
Alekseev, G.V. Matematicheskie metody v inzhenerii. - SPb.: NIU ITMO, 2014. - 68 s.
Sommervill I. Inzheneriya programmnogo obespecheniya. - M.: Vil'yams, - 2002. - 624 s.: il.
Korobeynikov A. G. Razrabotka i analiz matematicheskikh modeley s ispol'zovaniem MATLAB i MAPLE. - SPb: SPbGU ITMO. – 2010. - 144 s.
Korobeynikov A. G. Proektirovanie i issledovanie matematicheskikh modeley v sredakh MATLAB i Maple. - SPb: SPbGU ITMO, - 2012. - 160 s.
Korobeynikov A. G., Grishentsev A. Yu. Razrabotk

Abstract: The subject of the research are approaches to the identification of structurally distributed and complex non-stationary technological objects of automated control. The object of study is a non-stationary automated control system. The authors consider in detail the approach of domain identification of objects of automated control based on key (control) points. Special attention is paid to the issues of determining the adequacy of the model for a non-stationary object of automated control. The proposed approach allows iteratively correcting (refining) the object model upon the occurrence of control points (significant changes in the parameters of a multifactorial environment). The main methods of research were used elements of system analysis, natural-mathematical modeling. Additionally, known identification methods were used, incl. using test influences and conversion math models. The main conclusion of the study is the statement that a complex non-stationary technological object cannot be adequately described by a single mathematical model, therefore the identification of such an object must be done several times. The novelty of the research lies in the use of new elements of the domain identification of non-stationary technological objects at the control points, which allows adapting the control to the conditions for changing the multi-factor environment.

Keywords: object model, variable structure, control system, automation, nonstationary system, technological object, domain identification, situational management, active experiment, test impact

References:
Grop D. Metody identifikatsii sistem / D. Grop. M.: Mir, 1979.304 s.
Deych A.M. Metody identifikatsii dinamicheskikh ob'ektov / A.M. Deych. M.: Energiya, 1974. 240 s.
Ignat'ev A.A. Osnovy teorii identifikatsii dinamicheskikh ob'ektov: ucheb. posobie / A.A. Ignat'ev. Saratov: Sarat. gos. tekhn. un-t, 1999. 60 s.
Rotach V.Ya. Teoriya avtomaticheskogo upravleniya. Uchebnik dlya vuzov. — 2-e izd., pererab i dop. — M.: Izdatel'stvo MEI, 2004. — 400 s.
Avdeev V.P. Postroenie modeley v sistemakh upravleniya.-Izvestiya vuz. Chernaya metallugiya, 1981, ¹12, s. 100-105.
Verevkin V.I. i dr. Nanesenie eksperimental'nykh vozdeystviy na prognoziruemye rabochie upravleniya /V.I Verevkin, V.P. Avdeev, A.V. Lakuntsov, B.A. Burdonov, A.P. Katrich //Izv. vuzov. Cher. metallurgiya.-1975.-¹6.-S. 163-166.-Bibliogr.: 5 nazv.
Emel'yanov S.V., Korovin S.K. Novye tipy obratnoy svyazi: Upravlenie pri neopredelennosti. — M.: Nauka. Fizmatlit, 1997. — 352 s. — ISBN5-02-015149-1.
Dobrynin A.S., Kulakov S.M., Purgina M.V., Koynov R.S. O primenenii graf

Abstract: The subject of the study is to obtain spanning trees for propagating traffic over broadcast channels using the known network topology and known routes. To solve this problem, a mathematical model is constructed in which the network topology is regarded as an undirected graph, but the described solution is also suitable for an oriented graph, where a separate direction is represented by a separate edge. The proposed solution does not require flexible scalability of the network, therefore, when changing the initial input parameters, it is necessary to repeatedly execute the sequence of algorithms described in the article. The development of the algorithm was carried out by an experimental-theoretical method using the mathematical model of a graph constructed from the known topology of the network and the compilation of spanning trees on its basis. The result of the presented work is in determining the necessary number of spanning trees for the optimal solution of the network routing problem. The novelty of this research is the possibility of applying the developed solution in the link-layer networks according to the OSI reference model, exclusively for broadcasting traffic of a given network topology.

Keywords: network topology, switching, routing, cycle, algorithm, matrix, route, spanning tree, protocol, traffic

References:
Smirnova E. V., Proletarskiy A. V.. Tekhnologii kommutatsii i marshrutizatsii v lokal'nykh komp'yuternykh setyakh : ucheb. posobie – M.: Izd-vo MGTU im. N.E. Baumana, 2013. – 389, s. : il. – (Komp'yuternye sistemy i seti).
Smirnova E.V., Proletarskiy A.V., Baskakov I.V., Fedotov R.A. Upravlenie kommutiruemoy sredoy. – M.: RUSAKI, 2011. – 335 s.
Olifer V.G., Olifer N.A. Komp'yuternye seti. Printsipy, tekhnologii, protokoly. – SPb.: Piter, 2000.
Olveyn V. Struktura i realizatsiya sovremennoy tekhnologii MPLS.-M.: Izdatel'skiy dom "Vil'yams", 2004.-480 s. — ISBN 5-8459-0633-4
Kormen, T., Leyzerson, Ch., Rivest, R., Shtayn, K. Algoritmy: postroenie i analiz = Introduction to Algorithms / Pod red. I. V. Krasikova. — 2-e izd. — M.: Vil'yams, 2005. — 1296 s. — ISBN 5-8459-0857-4.
Klark K., Gamil'ton K. Printsipy kommutatsii v lokal'nykh setyakh Cisco.-M.: Izdatel'skiy dom "Vil'yams", 2003.-976 s. — ISBN 5-8459-0464-1.
Gol'dshteyn A.B., Gol'dshteyn B.S.Tekhnologiya i protokoly MPLS,. SPb.: BKhV — Sankt-Peterburg, 2005. — 304 s.: i

Abstract: Managing complex non-stationary systems is a non-trivial task. One of the conditions for effective control is the need to change and adjust the control algorithms under the changing operating conditions of automated systems. The article deals with the construction of control devices based on models of graph theory. As an object of research, approaches and methods of managing complex non-stationary systems are used. An approach based on the domain classification of the factors affecting the control object is considered. Management is considered with significant changes in environmental factors. As simulation methods, simulation and computer modeling were used, which allowed to evaluate the effectiveness of the proposed approaches and management methods. Also, methods of system analysis and modern algorithms on graphs were applied. The presented approach allows to take into account the changing behavior of the non-stationary control object when it is known that certain parameters and factors of the environment can influence this control. The mechanism of the finite state machine allows automatic switching of control algorithms depending on the situation. Studies have shown the expediency of using the proposed approach for the management of complex non-stationary automation systems.

Keywords: control system, theory of automatic control, finite automata, automation, non-stationary objects, model, graph, control object, control device, control algorithm

References:
Egorov V.Yu. Novye podkhody k dispetcherizatsii zadach v operatsionnykh sistemakh / V.Yu. Egorov // Izvestiya vysshikh uchebnykh zavedeniy. Povolzhskiy region. Tekhnicheskie nauki. — 2008. – ¹2. – s. 56-63. URL: http://izvuz.pnzgu.ru/files/izvuz.pnzgu.ru/tn_2008_2.pdf (data obrashcheniya: 30.04.2018).
Marchenkov S.S. Konechnye avtomaty. — M.: Fizmatlit, 2008. — 56 s. — ISBN 978-5-9221-0946-8;
Tanenbaum Endryu S, Bos Kherbert. Sovremennye operatsionnye sistemy. 5-e izd. — SPB.: Piter, 2017. — 1120 s. il. — (seriya "Klassika Computer Science"). ISBN 978-5-496-01395-6;
Volkova E. D., Strabykin A. D. Analiz i transformatsii ispolnyaemykh uml modeley // Trudy ISP RAN. 2006. ¹. URL: https://cyberleninka.ru/article/n/analiz-i-transformatsii-ispolnyaemyh-uml-modeley (data obrashcheniya: 30.04.2018);
Rotach V.Ya. Teoriya avtomaticheskogo upravleniya. Uchebnik dlya vuzov. — 2-e izd., pererab i dop. — M.: Izdatel'stvo MEI, 2004. — 400 s.;
Furtat Igor' Borisovich, Tsykunov Aleksandr Mikhaylovich. Robastnoe upravlenie nestatsionarnymi ob'ektami s neiz

Abstract: Authors present a modified combined search method for solving the inverse problem of the kinematics of a multi-link manipulator under conditions of target motion. A genetic algorithm was used for the initial approximation to the goal and simplex search to improve the results of the genetic algorithm. Compensation of the effect of the movement of the target on the objective function is based on estimates of the drift of the target along each axis of the working space. These estimates were used to subtract the contribution of drift to the objective function, which improves search efficiency. The estimates were calculated by the recursive least squares method. Experiments were carried out on mathematical models of planar and spatial, kinematically redundant and non-redundant multi-link manipulators. The results showed that for all the above manipulators it is possible to plan the trajectory according to the position and orientation of the working member, and the constructed trajectories in the generalized coordinates are smooth and do not have abrupt changes. The combined search method finds the solution of the inverse kinematics problem for one iteration of the search procedure due to the global properties of the genetic algorithm and the efficiency of the simplex search.

Keywords: objective function compensation, optimization, drift estimation, moving target, hybrid search method, inverse kinematics problem, objective function drift, trajectory planning, multilink manipulator, robotics

References:
Orin D. E., Schrader W. W. Efficient computation of the Jacobian for robot manipulators // The International Journal of Robotics Research. – 1984. – Vol. 3. – No. 4. – P. 66-75.
Whitney D. E. Resolved motion rate control of manipulators and human prostheses //I EEE Transactions on man-machine systems. – 1969. – Vol. 10. – No. 2. – P. 47-53.
Yoshida K., Umetani Y. Control of space free-flying robot // Decision and Control, 1990., Proceedings of the 29th IEEE Conference on. – IEEE, 1990. – P. 97-102.
Piepmeier J. A., McMurray G. V., Lipkin H. Tracking a moving target with model independent visual servoing: A predictive estimation approach // Robotics and Automation, 1998. Proceedings. 1998 IEEE International Conference on. – IEEE, 1998. – Vol. 3. – P. 2652-2657.
Sanchez-Sanchez P., Reyes-Cortes F. A new cartesian controller for robot manipulators // Intelligent Robots and Systems, 2005.(IROS 2005). 2005 IEEE/RSJ International Conference on. – IEEE, 2005. – P. 3733-3739.
Gamarra D. F. T., Cuadros

Abstract: The subject of research is the creation of a simple multi-program multifunctional device for scientific medical centers with the aim of conducting clinical trials in the treatment of various human diseases using elements of light exposure to the human visual analyzer. The author focuses on information search by topic, design of the device in accordance with the technical task, development of technical documentation, manufacture and configuration of the prototype device and transfering it to the medical center for clinical studies. In addition, the most important task of the project is to develop software for the device and to coordinate it with medical specialists.The device has wide functional possibilities of influencing the human body through vision with light signals of different color, frequency modulation, brightness, shape, speed of movement with the possibility of operative change of their parameters during one session.Electroretinography is a method for studying the function of the retina of the eye by recording the oscillations of the biopotential arising in it under light stimulation. In humans, these fluctuations are recorded with the help of a special contact lens in which electrodes are mounted. Electroretinography is used both for research purposes and in clinical practice. Cataract, glaucoma, vascular disorders are diagnosed., Diseases of various human organs. The functional possibilities of the proposed device are increasing, as it becomes possible, in addition to more effective influence on the visual analyzer of a person, the introduction of chromotarapy elements and psycho-emotional effects on a person, for example, stress relief, improvement quality of sleep, increase of creative possibilities, more effective training with the use of audio equipment. The effectiveness of the use of light influence on this or that human organ for the purpose of its treatment is determined by the fact that electromagnetic radiation of the visible optical range is an integral component of the human environment. Numerous studies have shown that light radiation of different spectrum regulates carbohydrate, protein, fat, water-salt and mineral metabolism, cellular metabolism, complex adaptive processes.Information search showed that similar devices with such functionality do not exist.

Keywords: widening of vision, flicker frequency, modes of operation, telescopic sphere, light signals, psycho-emotional impact, color therapy, control, programming, device

References:
Lavrent'ev B.F., Bogatov M.S. Ustroystvo dlya svetovogo vozdeystviya na zritel'nyy analizator cheloveka. Patent RU ¹1555584 U1 Opublikovano 10.10.2015
Lavrent'ev B.F., Bogatov M.S. Pribor dlya psikho-emotsional'nogo vozdeystviya na sostoyanie cheloveka. Patent RU ¹ 161054 U1 Opublikovano 10.04.2016
Lavrent'ev B.F., Bogatov M.S. Meditsinskiy pribor dlya trenirovki i rasshireniya polya zreniya cheloveka // Teoreticheskie i prikladnye voprosy nauki i obrazovaniya Sbornik nauchnykh trudov MNPK. Tambov: OOO YuKON, 2015. S. 118-119.
Lavrent'ev B.F. Bogatov M.S. Sozdanie pribora dlya tsvetoterapii // Trudy Povolzhskogo gosudarstvennogo tekhnologicheskogo universiteta za 2015 g. Yoshkar – Ola. S. 85-88.
Serov N.V. Svetovaya terapiya. SPb.: izdatel'stvo «Rech'», 2001. 256 s.
Mishina O.S. Metodologiya issledovaniya i metody upravleniya sotsial'nym zdorov'em cheloveka // Politika i Obshchestvo. 2011. ¹ 7. C. 56-63.
Rozhentsov V.V. Petukhov I.V., Issledovanie vremeni vosstanovleniya zritel'noy sistemy // Byulleten' eksperimental'noy biolog

Abstract: The subject of the study is the formation of a radio network topology with placement of mobile radio stations, in which the total radiated signal power for radio stations will be minimized. The radiation power of signals for all radio stations and the coordinates for mobile radios are determined in the article, it is also assumed that the transmitting antennas of all radio stations have a circular pattern. To solve this problem, a mathematical model is constructed that has a number of assumptions that imply ideal conditions for the propagation of radio waves, as well as the location of radio stations in a Cartesian coordinate system. The development of the algorithm was carried out by an experimental-theoretical method, based on known facts of radio transmission and a mathematical solution of the Steiner problem for four and five vertices. The novelty of the study is the developed algorithm for determining the coordinates of mobile radio stations, as well as the radiation power of signals for stationary and mobile radios with a circular pattern of directionality. The result of the algorithm works is to determine the topology of the network and the range of operation of each radio station, which consumes the lowest radiation power of the transmitting antennas of radio stations.

Keywords: Radio network, Coordinates, Algorithm, Mobile radio station, Stationary radio station, Topology of a connected network, Radiated signal power, Data transfer, Directional diagram, Cartesian coordinate system

References:
N. V. Ryzhenko. Algoritm postroeniya minimal'nykh svyazyvayushchikh derev'ev s dopolnitel'nymi vershinami (derev'ev Shteynera) dlya sluchaya pryamougol'noy metriki. Trudy IMVS RAN, 2002, s. 48-61.
Demichev M.S., Gaipov K.E., Demicheva A.A., Narozhnyy A.I. Radiochastotnoe planirovanie radioseti s isklyucheniem interferentsii radiovoln // Kibernetika i programmirovanie. — 2017. - ¹ 4, s.1-23.
N.V. Ryzhenko. SAPR. Zadacha postroeniya dereva Shteynera dlya etapa global'noy trassirovki, s. 96-105 .
Kormen T. Algoritmy: postroenie i analiz. M.: MTsNMO, 2001, s. 958.
Preparata F., Sheymos M. Vychislitel'na geometriya: Vvedenie. M.: Mir, 1989, s. 478.
A. O. Ivanov, A. A. Tuzhilin, Zadacha Shteynera na ploskosti ili ploskie minimal'nye seti, Matem. sb., 1991, tom 182, nomer 12, s. 1813–1844.
A. O. Ivanov, A. A. Tuzhilin, “Geometriya minimal'nykh setey i odnomernaya problema Plato”, UMN, 47:2(284) (1992), s. 53–115.

Abstract: Today alternative energy technologies are a well-established practice in the development of energy resources. The present article is devoted to a narrow aspect thereof, implementation of solar panels. Every year the number of solar panels put into commission increases by 25 - 35 %. The authors of the article offer their own solution in this sphere that allows to manage solar panels in real-time mode and provide for their automatic checkout and productivity analysis. Previous articles of the authors describe the development of the prototype hardware and the present article describes software methods and algorithms. The research method used by the authors to develop software is The Analytic Hierarchy Process (AHP or Saaty Method). The scientific novelty of the research is caused by the fact that the authors develop the software for implementing methods and algorithms of mechatronic devices complex divided into two modules, service software and software support of the control module. Implementation of this software has allowed to complete the alignment of automated collection and accumulation of information based on set working parameters, visualisation of these parameters of solar battery accumulators and transformers working as part of the solar electroenergy module even when data is lost or damaged or when emergency occurs. 

Keywords: Optimization of control systems, Intelligent control systems, Solar power engineering, Solar panels, electric drive, Mechatronics, Mechatronic devices complex, Database, Radio electronics, Software

References:
Balanchevadze V.I. Energetika segodnya i zavtra / V.I. Balanchevadze, A.I. Baranovskiy. M.: Energoatomizdat, 2008. 344 s.
Bagutdinov R.A. Rezul'taty issledovaniy ispol'zovaniya mnogomernogo podkhoda pri modelirovanii protsessov v polevykh tranzistorakh [Elektronnyy resurs] // Sovremennye nauchnye issledovaniya i innovatsii. 2015 ¹ 10. C. 1-3. – Rezhim dostupa: web.snauka.ru/issues/2015/10/57975
Netraditsionnye istochniki energii. M.: Znanie, 2003. 120 s.
Mirovaya energetika: prognoz razvitiya do 2020 g. / per. s angl. pod red. Yu.N. Starshikova. M.: Energiya, 2005. 256 s.
Bagutdinov R.A., Zav'yalov D.A., Ivanov M.A., Sokolova V.V. Proektirovanie i razrabotka masshtabiruemoy sistemy energoeffektivnykh mekhatronnykh ustroystv // Kibernetika i programmirovanie. 2016. ¹ 5. S. 24-32.
Nalamvar H. S. Automated Intelligent Monitoring and the Controlling Software System for Solar Panels / H. S. Nalamvar, M. A. Ivanov, S. A. Baydali // Journal of Physics: Conference Series. — 2017. — Vol. 803: Information Technologies in Busine

Abstract: The object of study involves radio frequency planning when designing a radio network.  The frequency allocation within the provided range is one of the key problems in radio networks, since when the frequency is incorrectly provided for the radio station, there may be the radio wave interference effect, and the information transfer becomes distorted.  The article provides an algorithm for frequency planning, which may be used for providing  frequency for the radio stations within radio networks, the algorithm involves circular pattern, known radio station coordinates and the emitted radio power. The development of the algorithm involved experimental theoretical method based upon the known facts regarding radio broadcast and result modeling, as well as use of software. The novelty of the study is due to the development of an algorithm for frequency planning when designing a radio network for a provided frequency resource for a radio station with the circular pattern, known coordinates and emitted radio power. The result of its application involves distribution of radio frequency with their dual use, while excluding interference effect.

Keywords: interference, radio network, frequency planning, mesh network, frequency spectrum control, cellular network, wireless connection, frequency planning algorithm, radio access, frequency division multiple access

References:
Lemeshko A.V., Garkusha S.V. Klassifikatsiya metodov raspredeleniya chastotnykh kanalov v mnogointerfeysnykh mnogokanal'nykh mesh-setyakh standarta IEEE 802.11 [Elektronnyy resurs] // Problemi telekomun³kats³y. – 2011. – ¹ 2 (4). – S. 139–149. – Rezhim dostupa k zhurn.: http://pt.journal.kh.ua/2011/2/1/112_ lemeshko_classification.pdf.
Lemeshko A.V. Gogoleva M.A. Trekhindeksnaya matematicheskaya model' raspredeleniya chastotnykh kanalov v mnogokanal'nykh mesh-setyakh // Zb³rnik naukovikh prats' «Modelyuvannya ta ³nformats³yn³ tekhnolog³¿» – Ki¿v, 2009. – ¹54. – S. 94–103.
Gogoleva M.A., Garkusha S.V., Akhmed Kh. Abed eksperimental'noe issledovanie matematicheskoy modeli raspredeleniya kanalov v mnogokanal'nykh mesh-setyakh standarta IEEE 802.11 // Radiotekhnika: Vseukr. mezhved. nauch.-tekhn. sb. – 2010. – Vyp. 163. – S. 99‒107.
Marcel Rocha Da Silva M., Ferreira De Rezende J. TDCS: A new mechanism for automatic channel assignment for independent IEEE 802.11 networks // 8th IFIP Annual Mediterranean Ad Hoc Networking Workshop. – 2009.–

Abstract: An important to ensure the efficiency of the solar panels is to carry out periodic monitoring of tightness of connections and inspect their cleanliness. In order for solar cells to work more efficiently the authors suggest use of intelligent monitoring and measurement system. This article presents the development of a scalable system of energy-efficient mechatronic devices with an intelligent control system. Development refers to computer engineering and can be used in services of highly reliable fault-tolerant integrated onboard control complexes in the energy sector and other fields requiring high reliability computing complex, while maintaining fault tolerance and hardware failures. As a means of decision-making when selecting development tools used by the analytic hierarchy process (AHP, Saaty method). The novelty of the research is to create a new system service software, the full adjustment of the system software of the automated collection and storage of information on observed parameters, visualization parameters of the four storages and solar converters, real time software updating, safeguarding the basic functionality of the system at the damage and loss of data and protection against emergencies. The purpose of this system is the management of solar panels in real-time automatic monitoring and analysis of the performance of solar panels.

Keywords: programming, optimization of control systems, alternative energy, solar power, scalable systems of energy-efficient mechatronic d, intelligent Control Systems, development of software, service maintenance, software, radioelectronics

References:
Saati T.L. Prinyatie resheniy. Metod analiza ierarkhiy. M.: Radio i svyaz', 1989. 316 s.
Sliva M.V. Prototipirovanie graficheskogo interfeysa pol'zovatelya kak neot'emlemaya chast' protsessa razrabotki programmnogo obespecheniya // Vestnik NVGU. 2013. ¹ 1. S. 74-76.
Denisenko V.A., Nagoev Z.V., Nagoeva O.V. Proektirovanie komp'yuternoy sistemy na osnove rekursivnoy kognitivnoy arkhitektury dlya zadachi sinteza intellektual'nogo povedeniya agenta // Programmnye sistemy i vychislitel'nye metody. 2013. ¹ 3. C. 264 - 267. DOI: 10.7256/2305-6061.2013.3.9138.
Trebukhin A.G. Intellektual'naya sistema proektirovaniya skhem avtomatizatsii // Programmnye sistemy i vychislitel'nye metody. 2012. ¹ 1. C. 43 - 52.
Musatov V. K. Analiz tendentsiy razvitiya rekomendatsiy MSE-T po informatsionnoy bezopasnosti // T-Comm. 2013. ¹ 7. S. 93-96.
Netraditsionnye istochniki energii. M.: Znanie, 2003. 120 s.
Mirovaya energetika: prognoz razvitiya do 2020 g. / per. s angl. pod red. Yu.N. Starshikova. M.: Energiya, 2005. 256 s.
Martyukova E.S. O vn

Abstract: The object of the study is software for walling temperature measurement. One of the manufacturers of devices for measuring the temperature of a walling is the company "Interpribor". It manufactures equipment designed to measure the heat flow and temperature. The equipment performs measurement of the temperature at different distances inside the wall n order to detect temperature differences. Finding moments of time with temperature differences is necessary to predict and prevent further the formation of condensation. Equipment of the given manufacturer has advantages in ease of sensors installation, highly scalable channel and low power consumption. The article consider the functional limitations of software used for calculations of walling thermal values. The authors investigate functional software solutions of "Terem-4" installed in temperature meter "Teplograph" for problems related to data access time during the measurements aimed at determining the steady state based on statistical data about the temperature of walling. In the studied software "Terem-4" requires interface modification in the presentation measurement and calculations of statistical data. The authors suggest the creation of a single database, improving the interface and linguistic software, and the implementation of additional functionality aimed at adding parameters. Developing a computer-aided walling design system is necessary to, first of all, for solving complex tasks of automation, control, monitoring and reporting of temperature in order to provide up- to-date information and the formation of the required heating loops for both facilities for the old fund and new building structures.

Keywords: CAD, Walling, The heating circuit, Heat flow, Statistical data, The substation, Interactive form, Database, Visualization, Thermometer

References:
OOO NPP Interpribor URL:http://www.interpribor.ru

Abstract: One of the leading trends in the development of education in the world at present is the creation of a comprehensive quality assessment of education. In quality assessment of education we are faced with a huge number of different indicators, each of which can consist of a variety other indicators. Accordingly, the task of quality assessment of education in its mathematical formulation is multiobjective. With high rates of development educational standards, the number of such problems is growing. Today is actively developing an approach to the determination of the quality education, study various aspects, indicators and indices. Comprehensive assessment of the effectiveness educational institutions is a multi-criteria task for which you want to set the criteria and procedure for evaluation. For a comprehensive evaluation of educational institutions is considered an approach based on an adapted methodology for assessing the effectiveness of the bodies of executive power, approved by the Russian Government. In implementing these models can grow such important qualitative indicators of a comprehensive assessment of the effectiveness quality educational institutions as an objective assessment, scalability, simplicity and ease of use. The results can be widely used in a comprehensive quality assessment of education in the region at different levels and types of educational institutions.

Keywords: assessment of the quality of education, comprehensive quality assessment, multi-criteria optimization, performance evaluation, convolution of criteria, quality indicators, quality of work, adapted method of valuation, assessment of executive power, quality criteria

References:
Ob utverzhdenii pokazateley deyatel'nosti obrazovatel'noy organizatsii, podlezhashchey samoobsledovaniyu: prikaz Ministerstva obrazovaniya i nauki RF ot 28 yanvarya 2014 g. ¹1324 // Rossiyskaya gazeta. Federal'nyy vypusk ¹6310 – 2014. – 19 fev.
O merakh po realizatsii Ukaza Prezidenta Rossiyskoy Federatsii ot 21 avgusta 2012 g. N 1199 «Ob otsenke effektivnosti deyatel'nosti organov ispolnitel'noy vlasti sub'ektov Rossiyskoy Federatsii» // Rossiyskaya gazeta. «RG-Biznes» ¹874 – 2012. – 27 noyab.
Fatkhullin R.R., Metody stokhasticheskoy optimizatsii pri otsenke kachestva deyatel'nosti obrazovatel'nykh organizatsiy / R.R. Fatkhullin, I.G. Sidorkina // Vestnik chuvashskogo universiteta: ChGU im. I.N. Ul'yanova – Cheboksary, 2015. – Vyp. 1. – S. 213-221.
Fatkhullin R.R. Topometrika skhodstva obrazovatel'nykh ob'ektov / R.R. Fatkhullin // Elektronnoe obuchenie v nepreryvnom obrazovanii 2015. II Mezhdunarodnaya nauchno-prakticheskaya konferentsiya: sbornik nauchnykh trudov. – Ul'yanovsk : UlGTU, 2015. – T.2. – S. 170-174.

Abstract: The article reviews a of creation of simple, low-cost and highly successful   robotic constructions made in the form of a fairy tale and epic heroes and its usage in kindergartens, in cultural and medical institutions with a view to a comprehensive education and development of children. Such robots, unlike the existing models, are highly informative due to the large internal memory. This robots help upbringing the child, instilling the communication skills and forming the correct behavior. The proposed class robots don’t exist among modern models. The robots created by children have external, internal and combined controls and external sensors and are made in form of fairy tale heroes. When used in children's institutions the robots will contribute to the comprehensive development and education of children, improving the efficacy of the treatment, lowering psychological stress, promoting the artistic and aesthetic education of children and rules of good behavior. The authors plan to carry out exhaustive research on the impact of information robot designs to the full development and education of children in preschool, cultural and medical institutions. The scientific novelty of the work is in the fact that it is proposed for the first time to form a separate group of children's fairy tale heroes-robots for childcare, health and cultural centers. The presented robots are characterized by low cost and high efficiency, great functionality through the use of internal, external and combined controls, external sensors, and a large internal memory.

Keywords: kids, modeling, radio, automatic control, robot, information and computing systems, development, education, fairy-tale characters, software

References:
Pat. 139409 Rossiyskaya Federatsiya, MPK A63H 33/26. Robototekhnicheskaya konstruktsiya [Tekst] / Lavrent'ev B,F, Shchipkova E.V. Orlova N.A , Ivanov D.I; zayavitel' i patentoobladatel' FGBOU VPO PGTU.-¹ 2013123145/07; zayavl. 21.05.2013; opubl. 20.04.2014, Byul. ¹ 11 (IV ch.). – 2 s
Pat. 142839 Rossiyskaya Federatsiya, MPK A63H 33/26. Robototekhnicheskaya konstruktsiya s vnutrennim i vneshnim upravleniem [Tekst] / Lavrent'ev B.F. , Vasil'eva Ya.M; zayavitel' i patentoobladatel' FGBOU VPO PGTU.-¹ 2013143907/12; zayavl. 30.09.2013; opubl. 10 07.2014, Byul. ¹ 28 (IV ch.). – 3 s
Lavrent'ev B.F. Informatsionnye robototekhnicheskie konstruktsii-kak sredstvo raznostoronnego razvitiya detey [Tekst] / B.F. Lavrent'ev // Trudy Povolzhskogo gosudarstvennogo tekhnologicheskogo universiteta za 2014 god. – 2014.-¹ 2. – S. 104-107.
Lavrent'ev B.F. Sozdanie dinamicheskogo tsvetomuzykal'nogo fontana [Tekst] / B.F. Lavrent'ev // Teoreticheskie i prikladnye voprosy nauki i obrazovaniya. Sbornik nauchnykh trudov NPK Tambov OOO YuKON. – 2015.– S. 121-123.
La

Abstract: The article reviews the informational capabilities of software for professional cost analysis. None of the information agencies from the Russian market proves to have textbooks and manuals on their products for training financiers, analysts and evaluators. The present documentation is brief and fragmented; it does not disclose  important features of the described software, multiple calculation modules, in particular, financial ratio analysis, the calculation of multipliers and many other. At the moment there is a contradiction: on the one hand, information systems are actively developing in Russian educational and financial sectors, installed in the leading universities of the country (HSE, Moscow State University, Financial University under the Government of the Russian Federation), large and medium-sized financial companies and bands, but on the other hand subtends and specialists does not have educational aids to work with. This article consistently discusses the main tasks and requirements for information system for cost analysis, basics and architecture required for building such information system. The author describes  features and functions needed by the financial analyst for the cost valuation. This article for the first time present main trends and possibilities for creating educational materials on information system for teaching students, training of financial analysts and scientists working in the field of finance. The author describes elements of information system meant to be used on each of the major stage of cost analysis and valuation. More than a half of financial Russian information market is occupied by foreign information agencies. Their products due to its large volume are localized into Russian by means of machine translations. Because of the low-quality of translation the working with them is very difficult. The presence of the manuals in Russian is a great help when working with the software. 

Keywords: logical order, journalistic order, chronological order, cost estimate, cost analysis, receiving information, financial ratio analysis, information system, systematization, database

References:
Ignatov E.V. Otsenka vysokotekhnologichnykh kompaniy dokhodnym podkhodom s uchetom zhiznennogo tsikla tekhnologiy// Upravlenie korporativnymi finansami. – 2009.-¹ 1. S. 34-40.
Bakulina A.A. Rol' otsenshchika v ispolnitel'nom proizvodstve // Predprinimatel'stvo. – 2013.-¹4-13. S. 45-49.
Bogatyrev S.Yu., Dobrynin S.S. Informatsionnaya baza stoimostnogo analiza bankov. // NB: Kibernetika i programmirovanie. — 2013.-¹3.-S.21-42. DOI: 10.7256/2306-4196.2013.3.9166. URL: http://e-notabene.ru/kp/article_9166.html
Solntsev I.V. Sravnitel'nyy analiz finansovoy otchetnosti: MSFO i rossiyskaya praktika. // Mezhdunarodnyy bukhgalterskiy uchet. 2002.-¹ 9. – S. 17-23.
Sycheva E.A. Stoimostnye kriterii deyatel'nosti korporatsiy v usloviyakh soblyudeniya printsipov ustoychivogo razvitiya i sotsial'noy otvetstvennosti// Sovremennye korporativnye strategii i tekhnologii v Rossii: sbornik nauchnykh statey. Vyp. 7. V 3 ch. Chast' 3: Sotsial'no-kul'turnye tekhnologii biznesa. M.: Finansovyy universitet, 2012. S. 132-137.