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Information technology for monitoring of efficiency of energy consumption in technological systems
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UDC: 004.896
Publication Language: Ukrainian
Stuc. intelekt. 2019; 24(1-2):60-68
Abstract: The article proposes an approach to monitoring the efficiency of consumption of energy resources in technological systems, which is based on observing the precedents of stationary energy consumption. This approach allows us to adapt to the local conditions of the technological system and to detect in a timely manner any disturbances of the technological process that lead to unexpected energy losses. The peculiarity of energy monitoring based on observing and fixing the precedents of stationary conditions of energy consumption consists of the formation of precedent images in the form of stochastic estimates of factors of influence on energy consumption and subsequent processing by methods of artificial intelligence.
Keywords: energy efficiency, considerations on the basis of precedents, decision-making support, search for analogies
References:
- Aspir, V.Ia. (2013). Porivnialni otsinky osnovnykh suchasnykh metodiv i zasobiv klasyfikatsii. Naukovyi visnyk NLTU Ukrainy. Vyp. 23.14, 343-348.
- Varshavskyi P.R., Eremeev, A.P. (2009). Modelyrovanye rassuzhdenyi na osnove pretsedentov v yntellektualnykh systemakh podderzhky pryniatyia reshenyi. Yskusstvenni yntellekt y pryniatye reshenyi. No1, 45-57.
- Vorontsov K.V. Matematicheskie metody obuchenia po pretsedentam (teoria obuchenia mashin). URL: http://www.ccas.ru/voron
- Getalo, N.S. (2012). Korrelyatsionnyie modeliopredeleniya norm rashoda energoresursov dlya predpriyatiy ZhKH. Enerhosberezhenie. No 1, 25-32.
- Gotel, D.G., Hale, D.K. (1989). Application of monitoring and targeting to energy management. United Kingdom: HMSO BOOKS.
- Davidenko, L.V., Davydenko, V.A., Komenda, N.V., Yarmolska, N.V. (2014). Funktsiyi energetichnogo monitoringu skladnyh vyrobnychyh system ta yihzavdannia dlia pidvyshchennya rivnya enerhoefektyvnosti. Visnyk KhNTUSH im. P. Vasylenka. Tekhnichni nauky. Vypusk 153 "Problemy enerhozabezpechennia ta enerhozberezhennia v APK Ukrainy". Kharkiv: KhNTUSH, 125-127.
- Evdokimov, V.F., Borukaev, Z.H., Ostapchenko, K.B. (2006). Kompyuternaya model monitoringa energoeffektivnosti: informatsionno-tehnologicheskie aspekty i postroeniya. Energetika ta elektrifIkatsiya. #11, 52-57.
- Emelyanov, V.O., Fomenko, O.M. (2011). Adaptatsiya metodu pretsedentiv dlya pidtrimki protsesu viznachennya marki metalu. Sistemi ozbroennya i viyskova tehnika. #1, 88–90.
- Kabkov, P.K. (2005). Issledovanie operatsiy i sistemnyiy analiz. M.: MGTU GA.
- Klimchuk, S.O. (2010). Rozroblennya pretsedentnoyi sistemi pidtrimki priynyattya rishen dlya diagnostiki mostovih kraniv. Visnik Natsionalnogo universitetu "Lvivska politehnika" : Informatsiyni sistemi ta merezhi, #689, 169-176.
- Louson, Ch., Henson, R. (1986). Chislennoe reshenie zadach metodom naimenshih kvadratov. M.: Nauka.
- Lutsenko, O.P. (2012). Oglyad metodiv poshuku rozladnan i perspektivi yihnogo zastosuvannya utehnichnomu analizi birzhovih kotiruvan. Aktualnі problemi avtomatizatsiyi ta іnformatsіynih tehnologіy, T.16, 84-96.
- Nahodov, V.F., Borichenko, O.V. (2013). Kontseptsiya pobudovi integrovanih sistem kontrolyu efektivnosti vikoristannya elektrichnoyi energiyi na virobnicho-gospodarskih obyektah. Energetika: ekonomika, tehnologiyi, ekologiya. #1, 72-75.
- Osipov, G.S. (2011). Metodyi iskusstvennogo intellekta. M.: FIZMATLIT.
- Stetsenko, I.V., Bederak, Ya.S. (2013). Pobudova bagatofaktornih matematichnih modeley energospozhivannya na himichnomu virobnitstvi. Energosberezhenie. Energetika. Energoaudit. #7, 41-48. URL: http://nbuv.gov.ua/UJRN/ecee_2013_7_9.
- Pat. 7103452 USA Method and system for targeting and monitoring the energy performance of manufacturing facilities. Theodora Retsina.